Mostafa El-Khamy's Inventions

Granted Patents (by date)

[104] Xianzhi Du, Mostafa El-Khamy, and Jungwon Lee, "System and method for training deep learning classification networks ," Patent Pub. US-12468940-B2, Nov. 2025.

[103] Andrea D. Kang, Jinhong Wu, and Mostafa El-Khamy, "Methods and systems for semantically segmenting a source text image based on a text area threshold determination ," Patent Pub. US-12367694B2, Jul. 2025.

[102] Qingfeng Liu, and Mostafa El-Khamy, "System and method for dual-value attention and instance boundary aware regression in computer vision system ," Patent Pub. US-12347161-B2, Jul. 2025.

[101] Mostafa El-Khamy, Yoo Jin Choi, and Jungwon Lee, "Method and apparatus for reducing computational complexity of convolutional neural networks ," Patent Pub. US-12248866-B2, Mar. 2025.

[100] Qingfeng Liu, Mostafa El-Khamy, Jungwon Lee, and Behnam BABAGHOLAMI MOHAMADABADI, "Method and apparatus for data efficient semantic segmentation ," Patent Pub. US-12242964-B2, Mar. 2025.

[99] Mostafa El-Khamy, Weituo HAO, and Jungwon Lee, "Method and apparatus for federated learning ," Patent Pub. US-12236370-B2, Feb. 2025.

[98] Yoo Jin Choi, Mostafa El-Khamy, and Jungwon Lee, "Method and apparatus for neural network quantization ," Patent Pub. US-12190231-B2, Jan. 2025.

[97] Yoo Jin Choi, Mostafa El-Khamy, and Jungwon Lee, "Method and apparatus for data-free posttraining network quantization and generating synthetic data based on a pre-trained machine learning model ," Patent Pub. US-12154030-B2, Nov. 2024.

[96] JaeYoung Kim, Mostafa El-Khamy, and Jungwon Lee, "Transformer with Gaussian weighted selfattention for speech enhancement ," Patent Pub. US-12100412-B2, Sep. 2024.

[95] Amin Fazeli, Mostafa El-Khamy, and Jungwon Lee, "System and method for acoustic echo cancelation using deep multitask recurrent neural networks ," Patent Pub. US-12073847-B2, Aug. 2024.

[94] Behnam BABAGHOLAMI MOHAMADABADI, Qingfeng Liu, Mostafa El-Khamy, and Jungwon Lee, "Multi-expert adversarial regularization for robust and data-efficient deep supervised learning ," Patent Pub. US-12051237-B2, Jul. 2024.

[93] Haoyu Ren, Mostafa El-Khamy, Jungwon Lee, and Aman Raj, "System and method for deep machine learning for computer vision applications ," Patent Pub. US-12026627-B2, Jul. 2024.

[92] Haoyu Ren, Mostafa El Khamy, and Jungwon Lee, "Video depth estimation based on temporal attention ," Patent Pub. US-11995856-B2, May. 2024.

[91] Yoo Jin Choi, Mostafa El-Khamy, and Jungwon Lee, "Method and apparatus for variable rate compression with a conditional autoencoder ," Patent Pub. US-11979175-B2, May. 2024.

[90] Mostafa El-Khamy, Ryan Szeto, and Jungwon Lee, "System and method for multi-frame contextual attention for multi-frame image and video processing using deep neural networks ," Patent Pub. US-11948280-B2, Apr. 2024.

[89] Haoyu Ren, Mostafa El-Khamy, and Jungwon Lee, "System and method for designing efficient super resolution deep convolutional neural networks by cascade network training, cascade network trimming, and dilated convolutions ," Patent Pub. US-11900234-B2, Feb. 2024.

[88] Mostafa El-Khamy, Jungwon Lee, and Haoyu Ren, "System and method for disparity estimation based on cost-volume attention ," Patent Pub. US-11861859-B2, Jan. 2024.

[87] Qingfeng Liu, Mostafa El-Khamy, Rama Mythili Vadali, Tae-Ui Kim, Andrea Kang, Dongwoon Bai, Jungwon Lee, Maiyuran Wijay, and Jaewon YOO, "System and method for providing dominant scene classification by semantic segmentation ," Patent Pub. US-11847826-B2, Dec. 2023.

[86] Haoyu Ren, Amin KHERADMAND, Mostafa El-Khamy, Shuangquan Wang, Dongwoon Bai, and Jungwon Lee, "Systems and method of training networks for real-world super resolution with unknown degradations ," Patent Pub. US-11790489-B2, Oct. 2023.

[85] Mostafa El-Khamy, Arvind YEDLA, Sang-Hyuck Ha, Hyunsang CHO, and Inyup Kang, "Method and system for contiguous HARQ memory management with memory splitting ," Patent Pub. US11784760-B2, Oct. 2023.

[84] Xianzhi Du, Mostafa El-Khamy, and Jungwon Lee, "Foreground-background-aware atrous multiscale network for disparity estimation ," Patent Pub. US-11720798-B2, Aug. 2023.

[83] Mostafa El-Khamy, Jungwon Lee, Yoo Jin Choi, and Haoyu Ren, "Method and apparatus for providing rotational invariant neural networks ," Patent Pub. US-11699070-B2, Jul. 2023.

[82] Mostafa El-Khamy, Jungwon Lee, and Haoyu Ren, "System and method for deep learning image super resolution ," Patent Pub. US-11694305-B2, Jul. 2023.

[81] Qingfeng Liu, Mostafa El-Khamy, Jungwon Lee, and Behnam Babagholami MOHAMADABADI, "Method and apparatus for data efficient semantic segmentation ," Patent Pub. US-11687780-B2, Jun. 2023.

[80] Mostafa El-Khamy, Arvind YEDLA, Marcel Nassar, and Jungwon Lee, "System and method for a unified architecture multi-task deep learning machine for object recognition ," Patent Pub. US11645869-B2, May. 2023.

[79] Jongha RYU, Yoo Jin Choi, Mostafa El-Khamy, and Jungwon Lee, "Method and apparatus for stochastic inference between multiple random variables via common representation ," Patent Pub. US-11620555-B2, Apr. 2023.

[78] Yoo Jin Choi, Jongha RYU, Mostafa El-Khamy, Jungwon Lee, and Young-Han Kim, "Method and apparatus for learning stochastic inference models between multiple random variables with unpaired data ," Patent Pub. US-11615317-B2, Mar. 2023.

[77] Mostafa El-Khamy, Haoyu Ren, and Jungwon Lee, "Method and apparatus for video super resolution using convolutional neural network with two-stage motion compensation ," Patent Pub. US-11599979B2, Mar. 2023.

[76] Qingfeng Liu, Mostafa El-Khamy, Rama Mythili Vadali, Tae-Ui Kim, Andrea Kang, Dongwoon Bai, Jungwon Lee, Maiyuran Wijay, and Jaewon YOO, "System and method for providing dominant scene classification by semantic segmentation ," Patent Pub. US-11532154-B2, Dec. 2022.

[75] Mostafa El-Khamy, Ryan Szeto, and Jungwon Lee, "System and method for video processing with enhanced temporal consistency ," Patent Pub. US-11526970-B2, Dec. 2022.

[74] Haoyu Ren, Mostafa El-Khamy, and Jungwon Lee, "Video depth estimation based on temporal attention ," Patent Pub. US-11527005-B2, Dec. 2022.

[73] Amin Fazeli, Mostafa El-Khamy, and Jungwon Lee, "System and method for acoustic echo cancelation using deep multitask recurrent neural networks ," Patent Pub. US-11521634-B2, Dec. 2022.

[72] Qingfeng Liu, Mostafa El-Khamy, Dongwoon Bai, and Jungwon Lee, "System and method for boundary aware semantic segmentation ," Patent Pub. US-11461998-B2, Oct. 2022.

[71] JaeYoung Kim, Mostafa El-Khamy, and Jungwon Lee, "End-to-end multi-task denoising for joint signal distortion ratio (SDR) and perceptual evaluation of speech quality (PESQ) optimization ," Patent Pub. US-11456007-B2, Sep. 2022.

[70] Yoo Jin Choi, Mostafa El-Khamy, and Jungwon Lee, "Method and apparatus for variable rate compression with a conditional autoencoder ," Patent Pub. US-11451242-B2, Sep. 2022.

[69] Haoyu Ren, Mostafa El-Khamy, Jungwon Lee, and Aman Raj, "System and method for deep machine learning for computer vision applications ," Patent Pub. US-11429805-B2, Aug. 2022.

[68] Yoo Jin Choi, Mostafa El-Khamy, and Jungwon Lee, "Method and apparatus for universal pruning and compression of deep convolutional neural networks under joint sparsity constraints ," Patent Pub. US-11423312-B2, Aug. 2022.

[67] Amin Fazeli, Mostafa El-Khamy, and Jungwon Lee, "System and method for acoustic echo cancelation using deep multitask recurrent neural networks ," Patent Pub. US-11393487-B2, Jul. 2022.

[66] Haoyu Ren, Mostafa El-Khamy, and Jungwon Lee, "System and method for designing efficient super resolution deep convolutional neural networks by cascade network training, cascade network trimming, and dilated convolutions ," Patent Pub. US-11354577-B2, Jun. 2022.

[65] Yoo Jin Choi, Mostafa El-Khamy, and Jungwon Lee, "Method and apparatus for neural network quantization ," Patent Pub. US-11321609-B2, May. 2022.

[64] Yoo Jin Choi, Mostafa El-Khamy, and Jungwon Lee, "Method and apparatus for learning low-precision neural network that combines weight quantization and activation quantization ," Patent Pub. US11270187-B2, Mar. 2022.

[63] Xianzhi Du, Mostafa El-Khamy, and Jungwon Lee, "System and method for training deep learning classification networks ," Patent Pub. US-11205120-B2, Dec. 2021.

[62] JaeYoung Kim, Mostafa El-Khamy, and Jungwon Lee, "Apparatus and method for student-teacher transfer learning network using knowledge bridge ," Patent Pub. US-11195093-B2, Dec. 2021.

[61] JaeYoung Kim, Mostafa El-Khamy, and Jungwon Lee, "Transformer with gaussian weighted selfattention for speech enhancement ," Patent Pub. US-11195541-B2, Dec. 2021.

[60] Mostafa El-Khamy, Yoo Jin Choi, and Jungwon Lee, "Method and apparatus for reducing computational complexity of convolutional neural networks ," Patent Pub. US-11164071-B2, Nov. 2021.

[59] Haoyu Ren, Mostafa El-Khamy, and Jungwon Lee, "System and method for providing single image depth estimation based on deep neural network ," Patent Pub. US-11094072-B2, Aug. 2021.

[58] Mostafa El-Khamy, Xianzhi Du, Haoyu Ren, and Jungwon Lee, "System and method for disparity estimation using cameras with different fields of view ," Patent Pub. US-11055866-B2, Jul. 2021.

[57] Mostafa El-Khamy, Jinhong Wu, Jungwon Lee, and Inyup Kang, "System and methods for low complexity list decoding of turbo codes and convolutional codes ," Patent Pub. US-11043976-B2, Jun. 2021.

[56] Xianzhi Du, Mostafa El-Khamy, and Jungwon Lee, "Foreground-background-aware atrous multiscale network for disparity estimation ," Patent Pub. US-11024037-B2, Jun. 2021.

[55] Mostafa El-Khamy, Jungwon Lee, and Haoyu Ren, "System and method for deep learning image super resolution ," Patent Pub. US-10970820-B2, Apr. 2021.

[54] Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, and Inyup Kang, "Communication system with compound coding mechanism and method of operation thereof ," Patent Pub. EP-2936721-B1, Mar. 2021.

[53] Mostafa El-Khamy, Jinhong Wu, Jungwon Lee, and Inyup Kang, "System and methods for low complexity list decoding of turbo codes and convolutional codes ," Patent Pub. US-10938420-B2, Mar. 2021.

[52] Qingfeng Liu, Mostafa El-Khamy, Rama Mythili Vadali, Tae-Ui Kim, Andrea Kang, Dongwoon Bai, Jungwon Lee, Maiyuran Wijay, and Jaewon YOO, "System and method for providing dominant scene classification by semantic segmentation ," Patent Pub. US-10929665-B2, Feb. 2021.

[51] Yoo Jin Choi, Mostafa El-Khamy, and Jungwon Lee, "Method and apparatus for variable rate compression with a conditional autoencoder ," Patent Pub. US-10886943-B2, Jan. 2021.

[50] Mostafa El-Khamy, Arvind YEDLA, SangHyuck HA, Hyunsang CHO, and Inyup Kang, "Method and system for contiguous HARQ memory management with memory splitting ," Patent Pub. US10862630-B2, Dec. 2020.

[49] JaeYoung Kim, Jungwon Lee, and Mostafa El-Khamy, "System and method for residual long short term memories (LSTM) network ," Patent Pub. US-10810482-B2, Oct. 2020.

[48] Amin Fazeli, Mostafa El-Khamy, and Jungwon Lee, "System and method for acoustic echo cancelation using deep multitask recurrent neural networks ," Patent Pub. US-10803881-B1, Oct. 2020.

[47] Haoyu Ren, Mostafa El-Khamy, and Jungwon Lee, "System and method for designing efficient super resolution deep convolutional neural networks by cascade network training, cascade network trimming, and dilated convolutions ," Patent Pub. US-10803378-B2, Oct. 2020.

[46] Mostafa El-Khamy, Haoyu Ren, and Jungwon Lee, "Method and apparatus for video super resolution using convolutional neural network with two-stage motion compensation ," Patent Pub. US-10733714B2, Aug. 2020.

[45] Mostafa El-Khamy, Igor Fedorov, and Jungwon Lee, "Image denoising neural network architecture and method of training the same ," Patent Pub. US-10726525-B2, Jul. 2020.

[44] Mostafa El-Khamy, Zhizhong Li, and Jungwon Lee, "System and method for semantic segmentation of images ," Patent Pub. US-10679351-B2, Jun. 2020.

[43] Mostafa El-Khamy, Hsien-Ping LIN, and Jungwon Lee, "Apparatus and method for parallelized successive cancellation decoding and successive cancellation list decoding of polar codes ," Patent Pub. US-10673467-B2, Jun. 2020.

[42] Mostafa El-Khamy, Xianzhi Du, and Jungwon Lee, "System and method for deep network fusion for fast and robust object detection ," Patent Pub. US-10657364-B2, May. 2020.

[41] Mostafa El-Khamy, Arvind YEDLA, Marcel Nassar, and Jungwon Lee, "System and method for a unified architecture multi-task deep learning machine for object recognition ," Patent Pub. US10635891-B2, Apr. 2020.

[40] Mostafa El-Khamy, Jungwon Lee, and JaeYoung Kim, "System and method for information highways in a hybrid feedforward-recurrent deep network ," Patent Pub. US-10599974-B2, Mar. 2020.

[39] Mostafa El-Khamy, Jungwon Lee, and Haoyu Ren, "System and method for deep learning image super resolution ," Patent Pub. US-10489887-B2, Nov. 2019.

[38] Arvind YEDLA, Marcel Nassar, Mostafa El-Khamy, and Jungwon Lee, "System and method for a deep learning machine for object detection ," Patent Pub. US-10380741-B2, Aug. 2019.

[37] JaeYoung Kim, Inyup Kang, Mostafa El-Khamy, and Jungwon Lee, "System and method for higher order long short-term memory (LSTM) network ," Patent Pub. US-10241684-B2, Mar. 2019.

[36] Mostafa El-Khamy, Jinhong Wu, Jungwon Lee, and Inyup Kang, "System and methods for low complexity list decoding of turbo codes and convolutional codes ," Patent Pub. US-10205470-B2, Feb. 2019.

[35] Gennady Feygin, Mostafa El-Khamy, and Hessam Mahdavifar, "System and method for maximal code polarization ," Patent Pub. US-10200061-B2, Feb. 2019.

[34] Mostafa El-Khamy, Keke Liu, Jungwon Lee, and Inyup Kang, "Method of and apparatus for generating spatially-coupled low-density parity-check code ," Patent Pub. US-10193570-B2, Jan. 2019.

[33] Mostafa El-Khamy, Hsien-Ping LIN, and Jungwon Lee, "Apparatus and method for parallelized successive cancellation decoding and successive cancellation list decoding of polar codes ," Patent Pub. US-10153787-B2, Dec. 2018.

[32] Mostafa El-Khamy, Jungwon Lee, and Inyup Kang, "Computing system with error handling mechanism and method of operation thereof ," Patent Pub. US-10108483-B2, Oct. 2018.

[31] Marcel Nassar, Mostafa El-Khamy, Inyup Kang, and Jungwon Lee, "Electronic system with Viterbi decoder mechanism and method of operation thereof ," Patent Pub. US-10075195-B2, Sep. 2018.

[30] Gennady Feygin, Mostafa El-Khamy, and Hessam Mahdavifar, "System and method for maximal code polarization ," Patent Pub. US-10069510-B2, Sep. 2018.

[29] Mehmet Yavuz, Farhad Meshkati, Mostafa S. El-Khamy, and Sanjiv Nanda, "Self calibration of downlink transmit power ," Patent Pub. EP-2311193-B1, Aug. 2018.

[28] Mostafa El-Khamy, Arvind YEDLA, Marcel Nassar, and Jungwon Lee, "System and method for a unified architecture multi-task deep learning machine for object recognition ," Patent Pub. US10032067-B2, Jul. 2018.

[27] Jinhong Wu, Mostafa El-Khamy, and Jungwon Lee, "Method and apparatus for hybrid automatic repeat requests (HARQ) processing for retransmissions with unknown data length ," Patent Pub. US-9960885-B2, May. 2018.

[26] Mostafa El-Khamy, Jungwon Lee, and Inyup Kang, "Communication system with repeat-response combining mechanism and method of operation thereof ," Patent Pub. US-9954643-B2, Apr. 2018.

[25] Mostafa El-Khamy, Inyup Kang, and Jungwon Lee, "System and method for providing an on-chip context aware contact list ," Patent Pub. US-9928435-B2, Mar. 2018.

[24] Mehmet Yavuz, Sanjiv Nanda, and Mostafa S. El-Khamy, "Method and apparatus of controlling transmit power in a femto node ," Patent Pub. EP-2186365-B1, Jan. 2018.

[23] Mostafa El-Khamy, Jungwon Lee, Inyup Kang, and Hsien-Ping LIN, "HARQ rate-compatible polar codes for wireless channels ," Patent Pub. US-9742440-B2, Aug. 2017.

[22] Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, and Inyup Kang, "Computing system with polar processing mechanism and method of operation thereof ," Patent Pub. US-9602241-B2, Mar. 2017.

[21] Mostafa El-Khamy, Hessam Mahdavifar, Gennady Feygin, Jungwon Lee, and Inyup Kang, "System and method for encoding and decoding of data with channel polarization mechanism ," Patent Pub. US-9504042-B2, Nov. 2016.

[20] Mehmet Yavuz, Farhad Meshkati, Mostafa S. El-Khamy, and Sanjiv Nanda, "Self calibration of downlink transmit power ," Patent Pub. CA-2928923-C, Nov. 2016.

[19] Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, and Inyup Kang, "Apparatus and method of constructing polar code ," Patent Pub. US-9479291-B2, Oct. 2016.

[18] Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, and Inyup Kang, "Computing system with coordinated multiple-access mechanism and method of operation thereof ," Patent Pub. US-9467253B2, Oct. 2016.

[17] Mehmet Yavuz, Farhad Meshkati, Mostafa S. El-Khamy, and Sanjiv Nanda, "Self calibration of downlink transmit power ," Patent Pub. CA-2722170-C, Jul. 2016.

[16] Mehmet Yavuz, Farhad Meshkati, Mostafa El-Khamy, and Sanjiv Nanda, "Self calibration of downlink transmit power ," Patent Pub. US-9386541-B2, Jul. 2016.

[15] Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, and Inyup Kang, "Method and system for encoding and decoding data using concatenated polar codes ," Patent Pub. US-9362956-B2, Jun. 2016.

[14] Jinhong Wu, Mostafa El-Khamy, Jungwon Lee, and Inyup Kang, "Communication system with receiver optimization mechanism and method of operation thereof ," Patent Pub. US-9143372-B2, Sep. 2015.

[13] Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, and Inyup Kang, "Communication system with compound coding mechanism and method of operation thereof ," Patent Pub. US-9083387-B2, Jul. 2015.

[12] Mostafa El Khamy, Jinhong Wu, Heejin Roh, Jungwon Lee, and Inyup Kang, "Communication system with signal-to-noise ratio adjustment mechanism and method of operation thereof ," Patent Pub. US8942323-B2, Jan. 2015.

[11] Mehmet Yavuz, Sanjiv Nanda, and Mostafa S. El-Khamy, "Adaptation of transmit power for neighboring nodes ," Patent Pub. US-8909279-B2, Dec. 2014.

[10] Mostafa El Khamy, Jinhong Wu, Heejin Roh, Jungwon Lee, and Inyup Kang, "Communication system with signal-to-noise ratio adjustment mechanism and method of operation thereof ," Patent Pub. US8897399-B2, Nov. 2014.

[9] Mehmet Yavuz, Farhad Meshkati, Mostafa S. El-Khamy, and Sanjiv Nanda, "Self calibration of downlink transmit power ," Patent Pub. US-8725083-B2, May. 2014.

[8] Naga Bhushan, Jilei Hou, and Mostafa El-Khamy, "Rate compatible low-density parity-check (LDPC) codes for H-ARQ systems ," Patent Pub. EP-2372919-B1, Nov. 2013.

[7] Mehmet Yavuz, Farhad Meshkati, Mostafa S El-Khamy, and Sanjiv Nanda, "Self calibration of downlink transmit power ," Patent Pub. TW-I406519-B, Aug. 2013.

[6] Mostafa El-Khamy, Jilei Hou, and Naga Bhushan, "System and method for providing h-arq rate compatible codes for high throughput applications ," Patent Pub. TW-I406530-B, Aug. 2013.

[5] Mostafa El-Khamy, Jilei Hou, and Naga Bhushan, "System and method for providing h-arq rate compatible codes for high throughput applications ," Patent Pub. TW-I379523-B, Dec. 2012.

[4] Mostafa El-Khamy, Jilei Hou, and Naga Bhushan, "Low Density Parity Check (LDPC) rate codes compatible with H-ARQ for high performance applications ," Patent Pub. ES-2390489-T3, Nov. 2012.

[3] Mostafa El-Khamy, Jilei c/o Qualcomm Incorporated HOU, and Naga Bhushan, "H-arq rate compatible low-density parity-check (ldpc) codes for high throughput applications ," Patent Pub. EP1977524-B1, Jun. 2012.

[2] Mostafa El-Khamy, Jilei Hou, and Naga Bhushan, "System and method for providing H-ARQ rate compatible codes for high throughput applications ," Patent Pub. US-8132072-B2, Mar. 2012.

[1] Mostafa S. El-Khamy, Sanjiv Nanda, and Mehmet Yavuz, "Adaptation of transmit power for neighboring nodes ," Patent Pub. AU-2008287004-B2, Oct. 2011.

Published Patent Applications (by date)

[179] Dongfang Zhao, Sobhan Soleymani, Razieh Kaviani Baghbaderani, Yangwen Liang, Shuangquan Wang, Kee-Bong Song, Yanlin Zhou, and Mostafa El-Khamy, "Systems and methods for multi-modal interaction analysis ," Patent Pub. US-2025328198-A1, Oct. 2025.

[178] Sobhan Soleymani, Razieh Kaviani Baghbaderani, Yanlin Zhou, Dongfang Zhao, Yangwen Liang, Shuangquan Wang, Mostafa El-Khamy, and Rama Mythili Vadali, "System and method for static and dynamic real-time gesture recognition ," Patent Pub. US-2025209854-A1, Jun. 2025.

[177] Ahmed Taha Elthakeb Naguib YOUSSEF, and Mostafa El-Khamy, "Electronic device and method for efficient keyword spotting ," Patent Pub. US-2025201244-A1, Jun. 2025.

[176] Minsu Cho, and Mostafa El-Khamy, "System and method for neural network architecture search ," Patent Pub. US-2025200338-A1, Jun. 2025.

[175] Qingfeng Liu, Mostafa El-Khamy, and Kee-Bong Song, "Forward and backward embedding fusion for video panoptic segmentation ," Patent Pub. US-2025200957-A1, Jun. 2025.

[174] Yoo Jin Choi, Mostafa El-Khamy, and Jungwon Lee, "Method and apparatus for data-free posttraining network quantization and generating synthetic data based on a pre-trained machine learning model ," Patent Pub. US-2025086457-A1, Mar. 2025.

[173] Mostafa El-Khamy, Soheil HOR, and Yanlin Zhou, "Attentive sensing for efficient multimodal gesture recognition ," Patent Pub. US-2025087025-A1, Mar. 2025.

[172] Haoyu Ren, Mostafa El-Khamy, Jungwon Lee, Hai Su, and Qingfeng Liu, "Temporal consistency via backbone feature fusion for pixel-level prediction tasks ," Patent Pub. US-2025069247-A1, Feb. 2025.

[171] Ahmed ELKORDY, Behnam BABAGHOLAMI MOHAMADABADI, and Mostafa El-Khamy, "System and method for hardware-aware pruning of conformer networks ," Patent Pub. US-2025053811-A1, Feb. 2025.

[170] Amin Fazeli, Mostafa El-Khamy, and Jungwon Lee, "System and method for acoustic echo cancelation using deep multitask recurrent neural networks ," Patent Pub. US-2024420720-A1, Dec. 2024.

[169] Ahmed Roushdy ElKordy, Sara Babakniya, Qingfeng Liu, Mostafa El-Khamy, Yahya Hussain Ezzeldin Essa, and Salman AVESTIMEHR, "Systems and methods for tuning parameters of a machine learning model for federated learning ," Patent Pub. US-2024362487-A1, Oct. 2024.

[168] Mostafa El-Khamy, "Systems and methods for training a modem algorithm using federated learning ," Patent Pub. US-2024362494-A1, Oct. 2024.

[167] Behnam Babagholami MOHAMADABADI, Mostafa El-Khamy, and Kee-Bong Song, "Systems and methods for training artificial neural networks ," Patent Pub. US-2024355320-A1, Oct. 2024.

[166] Haoyu Ren, Mostafa El-Khamy, and Jungwon Lee, "Video depth estimation based on temporal attention ," Patent Pub. US-2024346673-A1, Oct. 2024.

[165] Mostafa El-Khamy, Hai Su, and Qingfeng Liu, "Temporal semantic boundary loss for video semantic segmentation networks ," Patent Pub. US-2024177318-A1, May. 2024.

[164] Mostafa El-Khamy, Minsu Cho, and Kee-Bong Song, "Multi-objective neural architecture search framework ," Patent Pub. US-2024176986-A1, May. 2024.

[163] Hai Su, Mostafa El-Khamy, and Qingfeng Liu, "METHOD AND SYSTEM OF A SEMANTIC VIDEO SEGMENTATION NETWORK ," Patent Pub. DE-102023132422-A1, May. 2024.

[162] Mostafa El-Khamy, Khoung VO, and Yoojin Choi, "System and method for continuous atrial fibrillation detection via ppg to ecg signal translation ," Patent Pub. US-2024122519-A1, Apr. 2024.

[161] Qingfeng Liu, Mostafa El-Khamy, and Sukhwan Lim, "Hardware-friendly multi-kernel convolutional network ," Patent Pub. DE-102023121895-A1, Apr. 2024.

[160] Qingfeng Liu, Mostafa El-Khamy, and Sukhwan Lim, "Hardware friendly multi-kernel convolution network ," Patent Pub. US-2024127589-A1, Apr. 2024.

[159] Mostafa El-Khamy, and Yanlin Zhou, "Systems and methods for neural architecture search ," Patent Pub. US-2024070455-A1, Feb. 2024.

[158] Qingfeng Liu, Mostafa El-Khamy, Rama Mythili Vadali, Tae-Ui Kim, Andrea Kang, Dongwoon Bai, Jungwon Lee, Maiyuran Wijay, and Jaewon YOO, "System and method for providing dominant scene classification by semantic segmentation ," Patent Pub. US-2023360396-A1, Nov. 2023.

[157] Qingfeng Liu, Mostafa El-Khamy, Jungwon Lee, and Behnam Babagholami MOHAMADABADI, "Method and apparatus for data efficient semantic segmentation ," Patent Pub. US-2023334318-A1, Oct. 2023.

[156] Qingfeng Liu, and Mostafa El-Khamy, "System and method for dual-value attention and instance boundary aware regression in computer vision system ," Patent Pub. US-2023260247-A1, Aug. 2023.

[155] Yoo Jin Choi, Mostafa El-Khamy, Sijia Wang, Ricardo Henao Giraldo, and Junya CHEN, "Sustainable continual learning with detection and knowledge repurposing of similar tasks ," Patent Pub. US2023244951-A1, Aug. 2023.

[154] Jongha RYU, Yoo Jin Choi, Mostafa El-Khamy, and Jungwon Lee, "Method and apparatus for stochastic inference between multiple random variables via common representation ," Patent Pub. US-2023237355-A1, Jul. 2023.

[153] Yoo Jin Choi, Mostafa El-Khamy, and Sijia Wang, "Method and apparatus for communication efficient federated learning with global model compression ," Patent Pub. US-2023214713-A1, Jul. 2023.

[152] Andrea D. Kang, Jinhong Wu, and Mostafa El-Khamy, "Methods and systems for semantic segmentation of a source text image based on text area thresholding ," Patent Pub. DE-102022128342-A1, May. 2023.

[151] Andrea D. Kang, Jinhong Wu, and Mostafa El-Khamy, "Methods and systems for semantically segmenting a source text image based on a text area threshold determination ," Patent Pub. US2023139004-A1, May. 2023.

[150] Qingfeng Liu, Mostafa El-Khamy, Rama Mythili Vadali, Tae-Ui Kim, Andrea Kang, Dongwoon Bai, Jungwon Lee, Maiyuran Wijay, and Jaewon YOO, "System and method for providing dominant scene classification by semantic segmentation ," Patent Pub. US-2023123254-A1, Apr. 2023.

[149] Haoyu Ren, Mostafa El Khamy, and Jungwon Lee, "Video depth estimation based on temporal attention ," Patent Pub. US-2023116893-A1, Apr. 2023.

[148] Behnam BABAGHOLAMI MOHAMADABADI, Mostafa El-Khamy, and Kee-Bong Song, "Systems, methods, and apparatus for image classification with domain invariant regularization ," Patent Pub. US-2023104127-A1, Apr. 2023.

[147] Qingfeng Liu, Mostafa El-Khamy, and Yuewei YANG, "System and method for unsupervised learning of segmentation tasks ," Patent Pub. US-2023050573-A1, Feb. 2023.

[146] Yuewei YANG, Mostafa El-Khamy, and Qingfeng Liu, "System and method for unsupervised learning of segmentation tasks ," Patent Pub. DE-102022114631-A1, Feb. 2023.

[145] Yoo Jin Choi, Mostafa El-Khamy, and Jungwon Lee, "Method and apparatus for variable rate compression with a conditional autoencoder ," Patent Pub. US-2023006692-A1, Jan. 2023.

[144] Haoyu Ren, Mostafa El-Khamy, Jungwon Lee, and Aman Raj, "System and method for deep machine learning for computer vision applications ," Patent Pub. US-2022391632-A1, Dec. 2022.

[143] Haoyu Ren, Mostafa El-Khamy, and Jungwon Lee, "System and method for designing efficient super resolution deep convolutional neural networks by cascade network training, cascade network trimming, and dilated convolutions ," Patent Pub. US-2022300819-A1, Sep. 2022.

[142] Behnam BABAGHOLAMI MOHAMADABADI, Qingfeng Liu, Mostafa El-Khamy, and Jungwon Lee, "Multi-expert adversarial regularization for robust and data-efficient deep supervised learning ," Patent Pub. US-2022301296-A1, Sep. 2022.

[141] Qingfeng Liu, Hai Su, and Mostafa El-Khamy, "Low complexity deep guided filter decoder for pixel by pixel prediction task ," Patent Pub. DE-102022105545-A1, Sep. 2022.

[140] Qingfeng Liu, Hai Su, and Mostafa El-Khamy, "Method and device for deep guided filter processing ," Patent Pub. US-2022301128-A1, Sep. 2022.

[139] Amin Fazeli, Mostafa El-Khamy, and Jungwon Lee, "System and method for acoustic echo cancelation using deep multitask recurrent neural networks ," Patent Pub. US-2022293120-A1, Sep. 2022.

[138] Yoo Jin Choi, Mostafa El-Khamy, and Jungwon Lee, "Method and apparatus for incremental learning ," Patent Pub. US-2022138633-A1, May. 2022.

[137] JaeYoung Kim, Mostafa El-Khamy, and Jungwon Lee, "Transformer with gaussian weighted selfattention for speech enhancement ," Patent Pub. US-2022093116-A1, Mar. 2022.

[136] Fatih Cakir, Mostafa El-Khamy, and Jungwon Lee, "System and method for post-training quantization of deep neural networks with per-channel quantization mode selection ," Patent Pub. US-2022092383A1, Mar. 2022.

[135] Xianzhi Du, Mostafa El-Khamy, and Jungwon Lee, "System and method for training deep learning classification networks ," Patent Pub. US-2022083861-A1, Mar. 2022.

[134] Yoo Jin Choi, Mostafa El-Khamy, and Jungwon Lee, "Method and apparatus for data-free posttraining network quantization and generating synthetic data based on a pre-trained machine learning model ," Patent Pub. US-2022083855-A1, Mar. 2022.

[133] Yoo Jin Choi, Jungwon Lee, and Mostafa El-Khamy, "Method and device for data-free post-training network quantization and generation of synthetic data based on a pre-trained machine learning model ," Patent Pub. DE-102021116436-A1, Mar. 2022.

[132] Mostafa El-Khamy, Yoo Jin Choi, Jungwon Lee, and Sijia Wang, "METHOD AND DEVICE FOR CONTINUOUS FEW-SHOT LEARNING WITHOUT FORGETTING ," Patent Pub. DE-102021115299A1, Mar. 2022.

[131] Yoo Jin Choi, Mostafa El-Khamy, Sijia Wang, and Jungwon Lee, "Method and apparatus for continual few-shot learning without forgetting ," Patent Pub. US-2022067582-A1, Mar. 2022.

[130] Mostafa El-Khamy, Weituo HAO, and Jungwon Lee, "Method and apparatus for federated learning ," Patent Pub. US-2022058507-A1, Feb. 2022.

[129] Mostafa El-Khamy, Jungwon Lee, and Weituo HAO, "Process and facility for federal learning ," Patent Pub. DE-102021117005-A1, Feb. 2022.

[128] Haoyu Ren, Jungwon Lee, and Mostafa El-Khamy, "SYSTEM AND METHOD OF DISPARITY ESTIMATION BASED ON COST-VOLUME ATTENTION ," Patent Pub. DE-102021115704-A1,

Feb. 2022.

[127] Mostafa El-Khamy, Jungwon Lee, and Haoyu Ren, "System and method for disparity estimation based on cost-volume attention ," Patent Pub. US-2022051426-A1, Feb. 2022.

[126] Qingfeng Liu, Mostafa El-Khamy, Jungwon Lee, and Behnam Babagholami MOHAMADABADI, "Method and appartaus for data efficient semantic segmentation ," Patent Pub. US-2022004827-A1, Jan. 2022.

[125] Mostafa El-Khamy, Yoo Jin Choi, and Jungwon Lee, "Method and apparatus for reducing computational complexity of convolutional neural networks ," Patent Pub. US-2021406647-A1, Dec. 2021.

[124] Mostafa El-Khamy, Jungwon Lee, Weituo HAO, Lawrence Carin, Nikhil Mehta, and Kevin J. LIANG, "System and method for federated learning using weight anonymized factorization ," Patent Pub. US2021374608-A1, Dec. 2021.

[123] Kevin J. LIANG, Nikhil Mehta, Weituo HAO, Jungwon Lee, Carin Lawrence, and Mostafa El-Khamy, "System and method for federal learning using anonymized weighting factorization ," Patent Pub. DE102021108101-A1, Dec. 2021.

[122] Yoo Jin Choi, Jongha RYU, Mostafa El-Khamy, Jungwon Lee, and Young-Han Kim, "Method and apparatus for learning stochastic inference models between multiple random variables with unpaired data ," Patent Pub. US-2021319326-A1, Oct. 2021.

[121] Jongha RYU, Jungwon Lee, Mostafa El-Khamy, Yoo Jin Choi, and Young-Han Kim, "Method and device for learning stochastic inference models between several random variables with unpaired data ," Patent Pub. DE-102021100157-A1, Oct. 2021.

[120] Haoyu Ren, Amin KHERADMAND, Mostafa El-Khamy, Shuangquan Wang, Dongwoon Bai, and Jungwon Lee, "Systems and method of training networks for real-world super resolution with unknown degradations ," Patent Pub. US-2021312591-A1, Oct. 2021.

[119] Amin KHERADMAND, Mostafa El-Khamy, Shuangquan Wang, Dongwoon Bai, Jungwon Lee, and Haoyu Ren, "Systems and methods for training networks for real super resolution with unknown degradations ," Patent Pub. DE-102021103189-A1, Oct. 2021.

[118] Yoo Jin Choi, Jihwan Choi, Mostafa El-Khamy, and Jungwon Lee, "Method and apparatus for datafree network quantization and compression with adversarial knowledge distillation ," Patent Pub. US-2021295173-A1, Sep. 2021.

[117] Jihwan Choi, Jungwon Lee, Mostafa El-Khamy, and Yoo Jin Choi, "METHOD AND DEVICE FOR DATALESS NETWORK QUANTIZATION AND COMPRESSION WITH ADVERSATIVE

KNOWLEDGE DISTILLATION ," Patent Pub. DE-102020135017-A1, Sep. 2021.

[116] Xianzhi Du, Mostafa El-Khamy, and Jungwon Lee, "Foreground-background-aware atrous multiscale network for disparity estimation ," Patent Pub. US-2021287378-A1, Sep. 2021.

[115] Mostafa El-Khamy, Jungwon Lee, and Haoyu Ren, "System and method for deep learning image super resolution ," Patent Pub. US-2021224953-A1, Jul. 2021.

[114] Mostafa El-Khamy, Ryan Szeto, and Jungwon Lee, "System and method for multi-frame contextual attention for multi-frame image and video processing using deep neural networks ," Patent Pub. US-2021217145-A1, Jul. 2021.

[113] Qingfeng Liu, Mostafa El-Khamy, Rama Mythili Vadali, Tae-Ui Kim, Andrea Kang, Dongwoon Bai, Jungwon Lee, Maiyuran Wijay, and Jaewon YOO, "System and method for providing dominant scene classification by semantic segmentation ," Patent Pub. US-2021174082-A1, Jun. 2021.

[112] Haoyu Ren, Mostafa El-Khamy, Jungwon Lee, and Aman Raj, "System and method for deep machine learning for computer vision applications ," Patent Pub. US-2021124985-A1, Apr. 2021.

[111] Haoyu Ren, Mostafa El-Khamy, Aman Raj, and Jungwon Lee, "SYSTEM AND PROCEDURE FOR DEEP MACHINE LEARNING FOR COMPUTER VISION APPLICATIONS ," Patent Pub. DE-

102020122844-A1, Apr. 2021.

[110] Qingfeng Liu, Mostafa El-Khamy, Dongwoon Bai, and Jungwon Lee, "System and method for boundary aware semantic segmentation ," Patent Pub. US-2021089807-A1, Mar. 2021.

[109] Mostafa El-Khamy, Arvind YEDLA, Sang-Hyuck Ha, Hyunsang CHO, and Inyup Kang, "Method and system for contiguous harq memory management with memory splitting ," Patent Pub. US2021083809-A1, Mar. 2021.

[108] Mostafa El-Khamy, Ryan Szeto, and Jungwon Lee, "System and method for video processing with enhanced temporal consistency ," Patent Pub. US-2021065340-A1, Mar. 2021.

[107] Mostafa El-Khamy, Jungwon Lee, and Ryan Szeto, "SYSTEM AND METHOD FOR VIDEO PROCESSING WITH IMPROVED TIME CONSISTENCY ," Patent Pub. DE-102020119500-A1, Mar.

2021.

[106] Haoyu Ren, Mostafa El-Khamy, and Jungwon Lee, "Video depth estimation based on temporal attention ," Patent Pub. US-2021027480-A1, Jan. 2021.

[105] Haoyu Ren, Mostafa El-Khamy, and Jungwon Lee, "VIDEO DEPTH ESTIMATION BASED ON TEMPORAL ATTENTION ," Patent Pub. DE-102020118241-A1, Jan. 2021.

[104] Amin Fazeli, Mostafa El-Khamy, and Jungwon Lee, "System and method for acoustic echo cancelation using deep multitask recurrent neural networks ," Patent Pub. US-2020411030-A1, Dec. 2020.

[103] Haoyu Ren, Mostafa El-Khamy, and Jungwon Lee, "System and method for designing efficient super resolution deep convolutional neural networks by cascade network training, cascade network trimming, and dilated convolutions ," Patent Pub. US-2020401870-A1, Dec. 2020.

[102] Yoo Jin Choi, Mostafa El-Khamy, and Jungwon Lee, "Method and apparatus for variable rate compression with a conditional autoencoder ," Patent Pub. US-2020395955-A1, Dec. 2020.

[101] Mehmet Yavuz, Farhad Meshkati, Mostafa S. El-Khamy, and Sanjiv Nanda, "wireless communication method and apparatus and computer-readable memory ," Patent Pub. BR-PI0912734-B1, Nov. 2020.

[100] JaeYoung Kim, Mostafa El-Khamy, and Jungwon Lee, "Transformer with guassian weighted selfattention for speech enhancement ," Patent Pub. US-2020357425-A1, Nov. 2020.

[99] Haoyu Ren, Mostafa El-Khamy, and Jungwon Lee, "System and method for providing single image depth estimation based on deep neural network ," Patent Pub. US-2020327685-A1, Oct. 2020.

[98] Amin Fazeli, Mostafa El-Khamy, and Jungwon Lee, "System and method for acoustic echo cancellation using deep multitask recurrent neural networks ," Patent Pub. US-2020312346-A1, Oct. 2020.

[97] Amin Fazeli, Mostafa El-Khamy, and Jungwon Lee, "System and method for acoustic echo cancelation using deep multitask recurrent neural networks ," Patent Pub. US-2020312345-A1, Oct. 2020.

[96] Yoo Jin Choi, Mostafa El-Khamy, and Jungwon Lee, "Method and apparatus for variable rate compression with a conditional autoencoder ," Patent Pub. US-2020304147-A1, Sep. 2020.

[95] Mostafa El-Khamy, Haoyu Ren, and Jungwon Lee, "Method and apparatus for video super resolution using convolutional neural network with two-stage motion compensation ," Patent Pub. US2020294217-A1, Sep. 2020.

[94] Mostafa El-Khamy, Jungwon Lee, Yoo Jin Choi, and Haoyu Ren, "Method and apparatus for providing rotational invariant neural networks ," Patent Pub. US-2020285894-A1, Sep. 2020.

[93] JaeYoung Kim, Mostafa El-Khamy, and Jungwon Lee, "End-to-end multi-task denoising for joint signal distortion ratio (sdr) and perceptual evaluation of speech quality (pesq) optimization ," Patent Pub. US-2020227070-A1, Jul. 2020.

[92] Mostafa El-Khamy, Arvind YEDLA, Marcel Nassar, and Jungwon Lee, "System and method for a unified architecture multi-task deep learning machine for object recognition ," Patent Pub. US2020202109-A1, Jun. 2020.

[91] Qingfeng Liu, Mostafa El-Khamy, Rama Mythili Vadali, Tae-Ui Kim, Andrea Kang, Dongwoon Bai, Jungwon Lee, Maiyuran Wijay, and Jaewon YOO, "System and method for providing dominant scene classification by semantic segmentation ," Patent Pub. US-2020202128-A1, Jun. 2020.

[90] Xianzhi Du, Mostafa El-Khamy, and Jungwon Lee, "Foreground-background-aware atrous multiscale network for disparity estimation ," Patent Pub. US-2020160533-A1, May. 2020.

[89] Mostafa El-Khamy, Xianzhi Du, Haoyu Ren, and Jungwon Lee, "System and method for disparity estimation using cameras with different fields of view ," Patent Pub. US-2020134848-A1, Apr. 2020.

[88] Jongha RYU, Yoo Jin Choi, Mostafa El-Khamy, and Jungwon Lee, "Method and apparatus for stochastic inference between multiple random variables via common representation ," Patent Pub. US-2020134499-A1, Apr. 2020.

[87] Mostafa El-Khamy, Jungwon Lee, and Haoyu Ren, "System and method for deep learning image super resolution ," Patent Pub. US-2020090305-A1, Mar. 2020.

[86] Yoo Jin Choi, Mostafa El-Khamy, and Jungwon Lee, "Method and apparatus for universal pruning and compression of deep convolutional neural networks under joint sparsity constraints ," Patent Pub. US-2019347554-A1, Nov. 2019.

[85] Mostafa El-Khamy, Jinhong Wu, Jungwon Lee, and Inyup Kang, "System and methods for low complexity list decoding of turbo codes and convolutional codes ," Patent Pub. US-2019173498-A1, Jun. 2019.

[84] Mostafa El-Khamy, Jinhong Wu, Jungwon Lee, and Inyup Kang, "System and methods for low complexity list decoding of turbo codes and convolutional codes ," Patent Pub. US-2019173497-A1, Jun. 2019.

[83] Mostafa El-Khamy, Haoyu Ren, and Jungwon Lee, "Method and apparatus for video super resolution using convolutional neural network with two-stage motion compensation ," Patent Pub. US2019139205-A1, May. 2019.

[82] Yoo Jin Choi, Mostafa El-Khamy, and Jungwon Lee, "Method and apparatus for learning low-precision neural network that combines weight quantization and activation quantization ," Patent Pub. US2019138882-A1, May. 2019.

[81] Mostafa El-Khamy, Hsien-Ping LIN, and Jungwon Lee, "Apparatus and method for parallelized successive cancellation decoding and successive cancellation list decoding of polar codes ," Patent Pub. US-2019109604-A1, Apr. 2019.

[80] Haoyu Ren, Mostafa El-Khamy, and Jungwon Lee, "System and method for designing efficient super resolution deep convolutional neural networks by cascade network training, cascade network trimming, and dilated convolutions ," Patent Pub. US-2019095795-A1, Mar. 2019.

[79] Mostafa El-Khamy, Igor Fedorov, and Jungwon Lee, "Image denoising neural network architecture and method of training the same ," Patent Pub. US-2019096038-A1, Mar. 2019.

[78] Mostafa El-Khamy, Zhizhong Li, and Jungwon Lee, "System and method for semantic segmentation of images ," Patent Pub. US-2019057507-A1, Feb. 2019.

[77] Gennady Feygin, Mostafa El-Khamy, and Hessam Mahdavifar, "System and method for maximal code polarization ," Patent Pub. US-2018375526-A1, Dec. 2018.

[76] JaeYoung Kim, Mostafa El-Khamy, and Jungwon Lee, "Apparatus and method for student-teacher transfer learning network using knowledge bridge ," Patent Pub. US-2018336465-A1, Nov. 2018.

[75] Mostafa El-Khamy, Arvind YEDLA, Marcel Nassar, and Jungwon Lee, "System and method for a unified architecture multi-task deep learning machine for object recognition ," Patent Pub. US2018307897-A1, Oct. 2018.

[74] Mostafa El-Khamy, Yoo Jin Choi, and Jungwon Lee, "Method and apparatus for reducing computational complexity of convolutional neural networks ," Patent Pub. US-2018300624-A1, Oct. 2018.

[73] Mostafa El-Khamy, Jungwon Lee, and Haoyu Ren, "System and method for deep learning image super resolution ," Patent Pub. US-2018293707-A1, Oct. 2018.

[72] Haoyu Ren, Mostafa El-Khamy, and Jungwon Lee, "System and method for designing efficient super resolution deep convolutional neural networks by cascade network training, cascade network trimming, and dilated convolutions ," Patent Pub. US-2018268284-A1, Sep. 2018.

[71] JaeYoung Kim, Inyup Kang, Mostafa El-Khamy, and Jungwon Lee, "System and method for higher order long short-term memory (lstm) network ," Patent Pub. US-2018196599-A1, Jul. 2018.

[70] Xianzhi Du, Mostafa El-Khamy, and Jungwon Lee, "System and method for training deep learning classification networks ," Patent Pub. US-2018181881-A1, Jun. 2018.

[69] Arvind YEDLA, Marcel Nassar, Mostafa El-Khamy, and Jungwon Lee, "System and method for a deep learning machine for object detection ," Patent Pub. US-2018158189-A1, Jun. 2018.

[68] Gennady Feygin, Mostafa El-Khamy, and Hessam Mahdavifar, "System and method for maximal code polarization ," Patent Pub. US-2018145702-A1, May. 2018.

[67] Yoo Jin Choi, Mostafa El-Khamy, and Jungwon Lee, "Method and apparatus for neural network quantization ," Patent Pub. US-2018107926-A1, Apr. 2018.

[66] Yoo Jin Choi, Mostafa El-Khamy, and Jungwon Lee, "Method and apparatus for neural network quantization ," Patent Pub. US-2018107925-A1, Apr. 2018.

[65] Mostafa El-Khamy, Xianzhi Du, and Jungwon Lee, "System and method for deep network fusion for fast and robust object detection ," Patent Pub. US-2018089505-A1, Mar. 2018.

[64] Mostafa El-Khamy, Hsien-Ping LIN, and Jungwon Lee, "Apparatus and method for parallelized successive cancellation decoding and successive cancellation list decoding of polar codes ," Patent Pub. US-2018083655-A1, Mar. 2018.

[63] JaeYoung Kim, Jungwon Lee, and Mostafa El-Khamy, "System and method for residual long short term memories (lstm) network ," Patent Pub. US-2018060721-A1, Mar. 2018.

[62] Mostafa El-Khamy, Jungwon Lee, and JaeYoung Kim, "System and method for information highways in a hybrid feedforward-recurrent deep network ," Patent Pub. US-2018060720-A1, Mar. 2018.

[61] Mostafa El-Khamy, Arvind YEDLA, Marcel Nassar, and Jungwon Lee, "System and method for a unified architecture multi-task deep learning machine for object recognition ," Patent Pub. US2017344808-A1, Nov. 2017.

[60] Jinhong Wu, Mostafa El-Khamy, and Jungwon Lee, "Method and apparatus for hybrid automatic repeat requests (harq) processing for retransmissions with unknown data length ," Patent Pub. US2017237528-A1, Aug. 2017.

[59] Mostafa El-Khamy, Inyup Kang, and Jungwon Lee, "System and method for providing an on-chip context aware contact list ," Patent Pub. US-2017193315-A1, Jul. 2017.

[58] Hessam Mahdavifar, Inyup Kang, Jungwon Lee, and Mostafa El-Khamy, "METHOD AND SYSTEM FOR ENCODING AND DECODING DATA USING CONCATENE POLAR CODES ," Patent Pub.

EP-2949046-A4, Oct. 2016.

[57] Mostafa El-Khamy, Jungwon Lee, Inyup Kang, and Hsien-Ping LIN, "Harq rate-compatible polar codes for wireless channels ," Patent Pub. US-2016285479-A1, Sep. 2016.

[56] Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, and Inyup Kang, "COMMUNICATION SYSTEM WITH COMPOUND CODING MECHANISM AND METHOD OF USE THEREOF ," Patent

Pub. EP-2936721-A4, Aug. 2016.

[55] Mostafa El-Khamy, Arvind YEDLA, SangHyuck HA, Hyunsang CHO, and lnyup KANG, "Method and system for contiguous harq memory management with memory splitting ," Patent Pub. US2016241362-A1, Aug. 2016.

[54] Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, and Inyup Kang, "Apparatus and method of constructing polar code ," Patent Pub. US-2016241355-A1, Aug. 2016.

[53] Mehmet Yavuz, Farhad Meshkati, Mostafa El-Khamy, and Sanjiv Nanda, "Self calibration of downlink transmit power ," Patent Pub. US-2016088576-A9, Mar. 2016.

[52] Marcel Nassar, Mostafa El-Khamy, Inyup Kang, and Jungwon Lee, "Electronic system with viterbi decoder mechanism and method of operation thereof ," Patent Pub. US-2016065245-A1, Mar. 2016.

[51] Mostafa El-Khamy, Hessam Mahdavifar, Gennady Feygin, Jungwon Lee, and Inyup Kang, "System and method for encoding and decoding of data with channel polarization mechanism ," Patent Pub. US-2015349909-A1, Dec. 2015.

[50] Hessam Mahdavifar, Inyup Kang, Jungwon Lee, and Mostafa El-Khamy, "Method and system for encoding and decoding data using concatenated polar codes ," Patent Pub. EP-2949046-A1, Dec. 2015.

[49] Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, and Inyup Kang, "Communication system with compound coding mechanism and method of operation thereof ," Patent Pub. EP-2936721-A1, Oct. 2015.

[48] Farhad Meshkati, Mehmet Yavuz, Mostafa S El-Khamy, and Sanjiv Nanda, "downlink transmission power self-calibration ," Patent Pub. BR-PI0912734-A2, Oct. 2015.

[47] Mostafa El-Khamy, Jinhong Wu, Jungwon Lee, and Inyup Kang, "System and methods for low complexity list decoding of turbo codes and convolutional codes ," Patent Pub. US-2015236717-A1, Aug. 2015.

[46] Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, and Inyup Kang, "Computing system with polar processing mechanism and method of operation thereof ," Patent Pub. US-2015188666-A1, Jul. 2015.

[45] Mostafa El-Khamy, Keke Liu, Jungwon Lee, and Inyup Kang, "Method of and apparatus for generating spatially-coupled low-density parity-check code ," Patent Pub. US-2015155884-A1, Jun. 2015.

[44] Mostafa El-Khamy, Jungwon Lee, and Inyup Kang, "Computing system with error handling mechanism and method of operation thereof ," Patent Pub. US-2015058694-A1, Feb. 2015.

[43] Mehmet Yavuz, Sanjiv Nanda, and Mostafa S El-Khamy, "ADAPTATION OF TRANSMISSION POWER TO US NEIGHBORS. ," Patent Pub. BR-PI0814869-A2, Feb. 2015.

[42] Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, and Inyup Kang, "Computing system with coordinated multiple-access mechanism and method of operation thereof ," Patent Pub. US-2015016563A1, Jan. 2015.

[41] Mostafa El Khamy, Jinhong Wu, Heejin Roh, Jungwon Lee, and Inyup Kang, "Communication system with signal-to-noise ratio adjustment mechanism and method of operation thereof ," Patent Pub. US2014334577-A1, Nov. 2014.

[40] Mehmet Yavuz, Farhad Meshkati, Mostafa El-Khamy, and Sanjiv Nanda, "Self calibration of downlink transmit power ," Patent Pub. US-2014235288-A1, Aug. 2014.

[39] Yavuz Mehmet, Nanda Sanjiv, and Mostafa S El-Khamy, "Adaptation of transmit power for neighboring nodes ," Patent Pub. MY-152059-A, Aug. 2014.

[38] Hessam Mahdavifar, Inyup Kang, Jungwon Lee, and Mostafa El-Khamy, "Method and system for encoding and decoding data using concatenated polar codes ," Patent Pub. WO-2014116041-A1, Jul. 2014.

[37] Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, and Inyup Kang, "Method and system for encoding and decoding data using concatenated polar codes ," Patent Pub. US-2014208183-A1, Jul. 2014.

[36] Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, and Inyup Kang, "Communication system with compound coding mechanism and method of operation thereof ," Patent Pub. WO-2014098480-A1, Jun. 2014.

[35] Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, and Inyup Kang, "Communication system with compund coding mechanism and method of operation thereof ," Patent Pub. US-2014169492-A1, Jun. 2014.

[34] Jinhong Wu, Mostafa El-Khamy, Jungwon Lee, and Inyup Kang, "Communication system with receiver optimization mechanism and method of operation thereof ," Patent Pub. US-2014119483-A1, May. 2014.

[33] Jin-hong WU, In-Yup Kang, Jung-Won Lee, and Mostafa El-Khamy, "Communication system with receiver optimization mechanism and method of operation thereof ," Patent Pub. WO-2014065639-A1, May. 2014.

[32] Mehmet Yavuz, Meshkati Farhad, Mostafa,El-Khamy, and Sanjiv Nanda, "Self calibration of downlink transmit power ," Patent Pub. JP-2014003680-A, Jan. 2014.

[31] Mostafa El-Khamy, In-Yup Kang, and Jung-Won Lee, "Communication system with repeat-response combining mechanism and method of operation thereof ," Patent Pub. WO-2013191435-A1, Dec. 2013.

[30] Mostafa El-Khamy, Jungwon Lee, and Inyup Kang, "Communication system with repeat-response combining mechanism and method of operation thereof ," Patent Pub. US-2013343271-A1, Dec. 2013.

[29] Mostafa El-Khamy, Jinhong WU, Hee-Jin Roh, Jung-Won Lee, and In-Yup Kang, "Communication system with signal-to-noise ratio adjustment mechanism and method of operation thereof ," Patent Pub. WO-2013133646-A1, Sep. 2013.

[28] Mostafa El Khamy, Jinhong Wu, Heejin Roh, Jungwon Lee, and Inyup Kang, "Communication system with signal-to-noise ratio adjustment mechanism and method of operation thereof ," Patent Pub. US2013235957-A1, Sep. 2013.

[27] Mostafa El-Khamy, Jilei Hou, and Naga Bhushan, "System and method for providing h-arq rate compatible codes for high throughput applications ," Patent Pub. US-2012166917-A1, Jun. 2012.

[26] Naga Bhushan, Jilei Hou, and Mostafa El-Khamy, "Rate compatible low-density parity-check (LDPC) codes for H-ARQ systems ," Patent Pub. EP-2372919-A1, Oct. 2011.

[25] Mostafa El-Khamy, Ji-Lei Hou, and Naga Bhushan, "System and method for providing H-ARQ rate compatible codes for high throughput applications ," Patent Pub. TW-201126961-A, Aug. 2011.

[24] Naga Bhushan, Mostafa El-Khamy, and Jilei Hou, "Rate compatible low-density parity-check (LDPC) codes for H-ARQ systems ," Patent Pub. EP-2326015-A1, May. 2011.

[23] Naga Bhushan, Mostafa El-Khamy, and Jilei Hou, "Rate compatible low-density parity-check (LDPC) codes for H-ARQ systems ," Patent Pub. EP-2323264-A1, May. 2011.

[22] Mehmet Yavuz, Farhad Meshkati, Mostafa S. El-Khamy, and Sanjiv Nanda, "Self calibration of downlink transmit power ," Patent Pub. EP-2311193-A2, Apr. 2011.

[21] Sanjiv Nanda, Mehmet Yavuz, Mostafa S El-Khamy, and Farhad Meshkati, "Self calibration of downlink transmit power. ," Patent Pub. MX-2010012311-A, Jan. 2011.

[20] Mehmet Yavuz, Farhad Meshkati, Mostafa S. El-Khamy, and Sanjiv Nanda, "Self calibration of downlink transmit power ," Patent Pub. WO-2009140312-A3, Jun. 2010.

[19] Mehmet Yavuz, Sanjiv Nanda, and Mostafa S. El-Khamy, "Adaptation of transmit power for neighboring nodes ," Patent Pub. EP-2186365-A2, May. 2010.

[18] Sanjiv Nanda, Mehmet Yavuz, and Mostafa S El-Khamy, "Adaptation of transmit power for neighboring nodes. ," Patent Pub. MX-2010001214-A, Mar. 2010.

[17] Mehmet Yavuz, Farhad Meshkati, Mostafa S El-Khamy, and Sanjiv Nanda, "Self calibration of downlink transmit power ," Patent Pub. TW-200952368-A, Dec. 2009.

[16] Mehmet Yavuz, Farhad Meshkati, Mostafa S. El-Khamy, and Sanjiv Nanda, "Self calibration of downlink transmit power ," Patent Pub. US-2009286496-A1, Nov. 2009.

[15] Mehmet Yavuz, Farhad Meshkati, Mostafa S. El-Khamy, and Sanjiv Nanda, "Self calibration of downlink transmit power ," Patent Pub. CA-2722170-A1, Nov. 2009.

[14] Mehmet Yavuz, Farhad Meshkati, Mostafa S. El-Khamy, and Sanjiv Nanda, "Self calibration of downlink transmit power ," Patent Pub. WO-2009140312-A2, Nov. 2009.

[13] Mehmet Yavuz, Farhad Meshkati, Mostafa S. El-Khamy, and Sanjiv Nanda, "Self calibration of downlink transmit power ," Patent Pub. CA-2928923-A1, Nov. 2009.

[12] Mostafa S. El-Khamy, Farhad Meshkati, Sanjiv Nanda, and Mehmet Yavuz, "Self calibration of downlink transmit power ," Patent Pub. AU-2009246492-A1, Nov. 2009.

[11] Mehmet Yavuz, Sanjiv Nanda, and Mostafa S El-Khamy, "Adaptation of transmit power for neighboring nodes ," Patent Pub. WO-2009023592-A3, Jun. 2009.

[10] Mehmet Yavuz, Sanjiv Nanda, and Mostafa S El-Khamy, "Adaptation of transmit power for neighboring nodes ," Patent Pub. TW-200917696-A, Apr. 2009.

[9] Mehmet Yavuz, Sanjiv Nanda, and Mostafa S. El-Khamy, "Adaptation of transmit power for neighboring nodes ," Patent Pub. CA-2694167-A1, Feb. 2009.

[8] Mostafa S. El-Khamy, Sanjiv Nanda, and Mehmet Yavuz, "Adaptation of transmit power for neighboring nodes ," Patent Pub. AU-2008287004-A1, Feb. 2009.

[7] Mehmet Yavuz, Sanjiv Nanda, and Mostafa S. El-Khamy, "Adaptation of transmit power for neighboring nodes ," Patent Pub. WO-2009023592-A2, Feb. 2009.

[6] Mehmet Yavuz, Sanjiv Nanda, and Mostafa S. El-Khamy, "Adaptation of transmit power for neighboring nodes ," Patent Pub. US-2009042593-A1, Feb. 2009.

[5] Mostafa El-Khamy, Jilei Hou, and Naga Bhushan, "H-arq rate compatible low-density parity-check (ldpc) codes for high throughput applications ," Patent Pub. EP-1977524-A2, Oct. 2008.

[4] Mostafa El-Khamy, Jilei Hou, and Naga Bhushan, "H-arq rate compatible low-density parity-check (ldpc) codes for high throughput applications ," Patent Pub. WO-2007082191-A3, Jan. 2008.

[3] Mostafa El-Khamy, Ji-Lei Hou, and Naga Bhushan, "System and method for providing H-ARQ rate compatible codes for high throughput applications ," Patent Pub. TW-200803187-A, Jan. 2008.

[2] Mostafa El-Khamy, Jilei Hou, and Naga Bhushan, "H-arq rate compatible low-density parity-check (ldpc) codes for high throughput applications ," Patent Pub. WO-2007082191-A2, Jul. 2007.

[1] Mostafa El-Khamy, Jilei Hou, and Naga Bhushan, "System and method for providing H-ARQ rate compatible codes for high throughput applications ," Patent Pub. US-2007162815-A1, Jul. 2007.

Google Sites

Report abuse