Mostafa El-Khamy's Inventions

Granted Patents and Published Patent Applications (by date)

• Patents

       [1]        US-2025086457-A1, Yoo Jin Choi, Mostafa El-Khamy, Jungwon Lee, "Method and apparatus for data-free post-training network quantization and generating synthetic data based on a pre-trained machine learning model ," 2025-03-13.

       [2]        US-2025069247-A1, Haoyu Ren, Mostafa El-Khamy, Jungwon Lee, Hai Su, Qingfeng Liu, "Temporal consistency via backbone feature fusion for pixel-level prediction tasks ," 2025-02-27.

       [3]        US-2025200957-A1, Qingfeng Liu, Mostafa El-Khamy, Kee-Bong Song, "Forward and backward embedding fusion for video panoptic segmentation ," 2025-06-19.

       [4]        US-2025087025-A1, Mostafa El-Khamy, Soheil HOR, Yanlin Zhou, "Attentive sensing for efficient multimodal gesture recognition ," 2025-03-13.

       [5]        US-2025201244-A1, Ahmed Taha Elthakeb Naguib YOUSSEF, Mostafa El-Khamy, "Electronic device and method for efficient keyword spotting ," 2025-06-19.

       [6]        US-2024420720-A1, Amin Fazeli, Mostafa El-Khamy, Jungwon Lee, "System and method for acoustic echo cancelation using deep multitask recurrent neural networks ," 2024-12-19.

       [7]        US-2024346673-A1, Haoyu Ren, Mostafa El-Khamy, Jungwon Lee, "Video depth estimation based on temporal attention ," 2024-10-17.

       [8]        US-2025209854-A1, Sobhan Soleymani, Razieh Kaviani Baghbaderani, Yanlin Zhou, Dongfang Zhao, Yangwen Liang, Shuangquan Wang, Mostafa El-Khamy, Rama Mythili Vadali, "System and method for static and dynamic real-time gesture recognition ," 2025-06-26.

       [9]        US-2024362487-A1, Ahmed Roushdy ElKordy, Sara Babakniya, Qingfeng Liu, Mostafa El-Khamy, Yahya Hussain Ezzeldin Essa, Salman AVESTIMEHR, "Systems and methods for tuning parameters of a machine learning model for federated learning ," 2024-10-31.

     [10]       US-2025053811-A1, Ahmed ELKORDY, Behnam BABAGHOLAMI MOHAMADABADI, Mostafa El-Khamy, "System and method for hardware-aware pruning of conformer networks ," 2025-02-13.

     [11]       US-2025200338-A1, Minsu Cho, Mostafa El-Khamy, "System and method for neural network architecture search ," 2025-06-19.

     [12]       US-2024362494-A1, Mostafa El-Khamy, "Systems and methods for training a modem algorithm using federated learning ," 2024-10-31.

     [13]       DE-102023132422-A1, Hai Su, Mostafa El-Khamy, Qingfeng Liu, "METHOD AND SYSTEM OF A SEMANTIC VIDEO SEGMENTATION NETWORK ," 2024-05-29.

     [14]       US-2024355320-A1, Behnam Babagholami MOHAMADABADI, Mostafa El-Khamy, Kee-Bong Song, "Systems and methods for training artificial neural networks ," 2024-10-24.

     [15]       US-2024122519-A1, Mostafa El-Khamy, Khoung VO, Yoojin Choi, "System and method for continuous atrial fibrillation detection via ppg to ecg signal translation ," 2024-04-18.

     [16]       DE-102023121895-A1, Qingfeng Liu, Mostafa El-Khamy, Sukhwan Lim, "Hardware-friendly multi-kernel convolutional network ," 2024-04-18.

     [17]       US-2023360396-A1, Qingfeng Liu, Mostafa El-Khamy, Rama Mythili Vadali, Tae-Ui Kim, Andrea Kang, Dongwoon Bai, Jungwon Lee, Maiyuran Wijay, Jaewon YOO, "System and method for providing dominant scene classification by semantic segmentation ," 2023-11-09.

     [18]       US-12242964-B2, Qingfeng Liu, Mostafa El-Khamy, Jungwon Lee, Behnam BABAGHOLAMI MOHAMADABADI, "Method and apparatus for data efficient semantic segmentation ," 2025-03-04.

     [19]       US-2023334318-A1, Qingfeng Liu, Mostafa El-Khamy, Jungwon Lee, Behnam Babagholami MOHAMADABADI, "Method and apparatus for data efficient semantic segmentation ," 2023-10-19.

     [20]       US-2024127589-A1, Qingfeng Liu, Mostafa El-Khamy, Sukhwan Lim, "Hardware friendly multi-kernel convolution network ," 2024-04-18.

     [21]       US-2023237355-A1, Jongha RYU, Yoo Jin Choi, Mostafa El-Khamy, Jungwon Lee, "Method and apparatus for stochastic inference between multiple random variables via common representation ," 2023-07-27.

     [22]       US-2024176986-A1, Mostafa El-Khamy, Minsu Cho, Kee-Bong Song, "Multi-objective neural architecture search framework ," 2024-05-30.

     [23]       US-2024177318-A1, Mostafa El-Khamy, Hai Su, Qingfeng Liu, "Temporal semantic boundary loss for video semantic segmentation networks ," 2024-05-30.

     [24]       US-2023244951-A1, Yoo Jin Choi, Mostafa El-Khamy, Sijia Wang, Ricardo Henao Giraldo, Junya CHEN, "Sustainable continual learning with detection and knowledge repurposing of similar tasks ," 2023-08-03.

     [25]       US-2024070455-A1, Mostafa El-Khamy, Yanlin Zhou, "Systems and methods for neural architecture search ," 2024-02-29.

     [26]       US-2023123254-A1, Qingfeng Liu, Mostafa El-Khamy, Rama Mythili Vadali, Tae-Ui Kim, Andrea Kang, Dongwoon Bai, Jungwon Lee, Maiyuran Wijay, Jaewon YOO, "System and method for providing dominant scene classification by semantic segmentation ," 2023-04-20.

     [27]       US-11847826-B2, Qingfeng Liu, Mostafa El-Khamy, Rama Mythili Vadali, Tae-Ui Kim, Andrea Kang, Dongwoon Bai, Jungwon Lee, Maiyuran Wijay, Jaewon YOO, "System and method for providing dominant scene classification by semantic segmentation ," 2023-12-19.

     [28]       US-11995856-B2, Haoyu Ren, Mostafa El Khamy, Jungwon Lee, "Video depth estimation based on temporal attention ," 2024-05-28.

     [29]       US-2023116893-A1, Haoyu Ren, Mostafa El Khamy, Jungwon Lee, "Video depth estimation based on temporal attention ," 2023-04-13.

     [30]       DE-102022128342-A1, Andrea D. Kang, Jinhong Wu, Mostafa El-Khamy, "Methods and systems for semantic segmentation of a source text image based on text area thresholding ," 2023-05-04.

     [31]       US-2023104127-A1, Behnam BABAGHOLAMI MOHAMADABADI, Mostafa El-Khamy, Kee-Bong Song, "Systems, methods, and apparatus for image classification with domain invariant regularization ," 2023-04-06.

     [32]       US-2023006692-A1, Yoo Jin Choi, Mostafa El-Khamy, Jungwon Lee, "Method and apparatus for variable rate compression with a conditional autoencoder ," 2023-01-05.

     [33]       US-11979175-B2, Yoo Jin Choi, Mostafa El-Khamy, Jungwon Lee, "Method and apparatus for variable rate compression with a conditional autoencoder ," 2024-05-07.

     [34]       US-2022391632-A1, Haoyu Ren, Mostafa El-Khamy, Jungwon Lee, Aman Raj, "System and method for deep machine learning for computer vision applications ," 2022-12-08.

     [35]       US-12026627-B2, Haoyu Ren, Mostafa El-Khamy, Jungwon Lee, Aman Raj, "System and method for deep machine learning for computer vision applications ," 2024-07-02.

     [36]       US-12347161-B2, Qingfeng Liu, Mostafa El-Khamy, "System and method for dual-value attention and instance boundary aware regression in computer vision system ," 2025-07-01.

     [37]       US-2023260247-A1, Qingfeng Liu, Mostafa El-Khamy, "System and method for dual-value attention and instance boundary aware regression in computer vision system ," 2023-08-17.

     [38]       DE-102022114631-A1, Yuewei YANG, Mostafa El-Khamy, Qingfeng Liu, "System and method for unsupervised learning of segmentation tasks ," 2023-02-16.

     [39]       US-2022300819-A1, Haoyu Ren, Mostafa El-Khamy, Jungwon Lee, "System and method for designing efficient super resolution deep convolutional neural networks by cascade network training, cascade network trimming, and dilated convolutions ," 2022-09-22.

     [40]       US-2022293120-A1, Amin Fazeli, Mostafa El-Khamy, Jungwon Lee, "System and method for acoustic echo cancelation using deep multitask recurrent neural networks ," 2022-09-15.

     [41]       US-12073847-B2, Amin Fazeli, Mostafa El-Khamy, Jungwon Lee, "System and method for acoustic echo cancelation using deep multitask recurrent neural networks ," 2024-08-27.

     [42]       US-2023050573-A1, Qingfeng Liu, Mostafa El-Khamy, Yuewei YANG, "System and method for unsupervised learning of segmentation tasks ," 2023-02-16.

     [43]       US-2023214713-A1, Yoo Jin Choi, Mostafa El-Khamy, Sijia Wang, "Method and apparatus for communication efficient federated learning with global model compression ," 2023-07-06.

     [44]       US-12367694-B2, Andrea D. Kang, Jinhong Wu, Mostafa El-Khamy, "Methods and systems for semantically segmenting a source text image based on a text area threshold determination ," 2025-07-22.

     [45]       US-2023139004-A1, Andrea D. Kang, Jinhong Wu, Mostafa El-Khamy, "Methods and systems for semantically segmenting a source text image based on a text area threshold determination ," 2023-05-04.

     [46]       DE-102022105545-A1, Qingfeng Liu, Hai Su, Mostafa El-Khamy, "Low complexity deep guided filter decoder for pixel by pixel prediction task ," 2022-09-22.

     [47]       US-12051237-B2, Behnam BABAGHOLAMI MOHAMADABADI, Qingfeng Liu, Mostafa El-Khamy, Jungwon Lee, "Multi-expert adversarial regularization for robust and data-efficient deep supervised learning ," 2024-07-30.

     [48]       US-2022301296-A1, Behnam BABAGHOLAMI MOHAMADABADI, Qingfeng Liu, Mostafa El-Khamy, Jungwon Lee, "Multi-expert adversarial regularization for robust and data-efficient deep supervised learning ," 2022-09-22.

     [49]       US-2022301128-A1, Qingfeng Liu, Hai Su, Mostafa El-Khamy, "Method and device for deep guided filter processing ," 2022-09-22.

     [50]       US-12100412-B2, JaeYoung Kim, Mostafa El-Khamy, Jungwon Lee, "Transformer with Gaussian weighted self-attention for speech enhancement ," 2024-09-24.

     [51]       US-2022093116-A1, JaeYoung Kim, Mostafa El-Khamy, Jungwon Lee, "Transformer with gaussian weighted self-attention for speech enhancement ," 2022-03-24.

     [52]       US-2022083861-A1, Xianzhi Du, Mostafa El-Khamy, Jungwon Lee, "System and method for training deep learning classification networks ," 2022-03-17.

     [53]       US-12248866-B2, Mostafa El-Khamy, Yoo Jin Choi, Jungwon Lee, "Method and apparatus for reducing computational complexity of convolutional neural networks ," 2025-03-11.

     [54]       US-2021406647-A1, Mostafa El-Khamy, Yoo Jin Choi, Jungwon Lee, "Method and apparatus for reducing computational complexity of convolutional neural networks ," 2021-12-30.

     [55]       DE-102021117005-A1, Mostafa El-Khamy, Jungwon Lee, Weituo HAO, "Process and facility for federal learning ," 2022-02-24.

     [56]       DE-102021116436-A1, Yoo Jin Choi, Jungwon Lee, 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 ," 2022-03-17.

     [57]       DE-102021115704-A1, Haoyu Ren, Jungwon Lee, Mostafa El-Khamy, "SYSTEM AND METHOD OF DISPARITY ESTIMATION BASED ON COST-VOLUME ATTENTION ," 2022-02-17.

     [58]       DE-102021115299-A1, Mostafa El-Khamy, Yoo Jin Choi, Jungwon Lee, Sijia Wang, "METHOD AND DEVICE FOR CONTINUOUS FEW-SHOT LEARNING WITHOUT FORGETTING ," 2022-03-03.

     [59]       US-2021287378-A1, Xianzhi Du, Mostafa El-Khamy, Jungwon Lee, "Foreground-background-aware atrous multiscale network for disparity estimation ," 2021-09-16.

     [60]       US-11720798-B2, Xianzhi Du, Mostafa El-Khamy, Jungwon Lee, "Foreground-background-aware atrous multiscale network for disparity estimation ," 2023-08-08.

     [61]       US-2022138633-A1, Yoo Jin Choi, Mostafa El-Khamy, Jungwon Lee, "Method and apparatus for incremental learning ," 2022-05-05.

     [62]       US-2022004827-A1, Qingfeng Liu, Mostafa El-Khamy, Jungwon Lee, Behnam Babagholami MOHAMADABADI, "Method and appartaus for data efficient semantic segmentation ," 2022-01-06.

     [63]       US-11687780-B2, Qingfeng Liu, Mostafa El-Khamy, Jungwon Lee, Behnam Babagholami MOHAMADABADI, "Method and apparatus for data efficient semantic segmentation ," 2023-06-27.

     [64]       US-11694305-B2, Mostafa El-Khamy, Jungwon Lee, Haoyu Ren, "System and method for deep learning image super resolution ," 2023-07-04.

     [65]       US-2021224953-A1, Mostafa El-Khamy, Jungwon Lee, Haoyu Ren, "System and method for deep learning image super resolution ," 2021-07-22.

     [66]       DE-102021108101-A1, Kevin J. LIANG, Nikhil Mehta, Weituo HAO, Jungwon Lee, Carin Lawrence, Mostafa El-Khamy, "System and method for federal learning using anonymized weighting factorization ," 2021-12-02.

     [67]       US-2022058507-A1, Mostafa El-Khamy, Weituo HAO, Jungwon Lee, "Method and apparatus for federated learning ," 2022-02-24.

     [68]       US-12236370-B2, Mostafa El-Khamy, Weituo HAO, Jungwon Lee, "Method and apparatus for federated learning ," 2025-02-25.

     [69]       US-2021174082-A1, Qingfeng Liu, Mostafa El-Khamy, Rama Mythili Vadali, Tae-Ui Kim, Andrea Kang, Dongwoon Bai, Jungwon Lee, Maiyuran Wijay, Jaewon YOO, "System and method for providing dominant scene classification by semantic segmentation ," 2021-06-10.

     [70]       US-11532154-B2, Qingfeng Liu, Mostafa El-Khamy, Rama Mythili Vadali, Tae-Ui Kim, Andrea Kang, Dongwoon Bai, Jungwon Lee, Maiyuran Wijay, Jaewon YOO, "System and method for providing dominant scene classification by semantic segmentation ," 2022-12-20.

     [71]       DE-102021103189-A1, Amin KHERADMAND, Mostafa El-Khamy, Shuangquan Wang, Dongwoon Bai, Jungwon Lee, Haoyu Ren, "Systems and methods for training networks for real super resolution with unknown degradations ," 2021-10-07.

     [72]       US-2022092383-A1, Fatih Cakir, Mostafa El-Khamy, Jungwon Lee, "System and method for post-training quantization of deep neural networks with per-channel quantization mode selection ," 2022-03-24.

     [73]       US-2022067582-A1, Yoo Jin Choi, Mostafa El-Khamy, Sijia Wang, Jungwon Lee, "Method and apparatus for continual few-shot learning without forgetting ," 2022-03-03.

     [74]       US-2021374608-A1, Mostafa El-Khamy, Jungwon Lee, Weituo HAO, Lawrence Carin, Nikhil Mehta, Kevin J. LIANG, "System and method for federated learning using weight anonymized factorization ," 2021-12-02.

     [75]       DE-102021100157-A1, Jongha RYU, Jungwon Lee, Mostafa El-Khamy, Yoo Jin Choi, Young-Han Kim, "Method and device for learning stochastic inference models between several random variables with unpaired data ," 2021-10-14.

     [76]       DE-102020135017-A1, Jihwan Choi, Jungwon Lee, Mostafa El-Khamy, Yoo Jin Choi, "METHOD AND DEVICE FOR DATALESS NETWORK QUANTIZATION AND COMPRESSION WITH ADVERSATIVE KNOWLEDGE DISTILLATION ," 2021-09-23.

     [77]       US-2021312591-A1, Haoyu Ren, Amin KHERADMAND, Mostafa El-Khamy, Shuangquan Wang, Dongwoon Bai, Jungwon Lee, "Systems and method of training networks for real-world super resolution with unknown degradations ," 2021-10-07.

     [78]       US-11790489-B2, Haoyu Ren, Amin KHERADMAND, Mostafa El-Khamy, Shuangquan Wang, Dongwoon Bai, Jungwon Lee, "Systems and method of training networks for real-world super resolution with unknown degradations ," 2023-10-17.

     [79]       US-11861859-B2, Mostafa El-Khamy, Jungwon Lee, Haoyu Ren, "System and method for disparity estimation based on cost-volume attention ," 2024-01-02.

     [80]       US-2022051426-A1, Mostafa El-Khamy, Jungwon Lee, Haoyu Ren, "System and method for disparity estimation based on cost-volume attention ," 2022-02-17.

     [81]       US-11784760-B2, Mostafa El-Khamy, Arvind YEDLA, Sang-Hyuck Ha, Hyunsang CHO, Inyup Kang, "Method and system for contiguous HARQ memory management with memory splitting ," 2023-10-10.

     [82]       US-2021083809-A1, Mostafa El-Khamy, Arvind YEDLA, Sang-Hyuck Ha, Hyunsang CHO, Inyup Kang, "Method and system for contiguous harq memory management with memory splitting ," 2021-03-18.

     [83]       US-2022083855-A1, Yoo Jin Choi, Mostafa El-Khamy, Jungwon Lee, "Method and apparatus for data-free post-training network quantization and generating synthetic data based on a pre-trained machine learning model ," 2022-03-17.

     [84]       US-12154030-B2, Yoo Jin Choi, Mostafa El-Khamy, Jungwon Lee, "Method and apparatus for data-free post-training network quantization and generating synthetic data based on a pre-trained machine learning model ," 2024-11-26.

     [85]       US-2021295173-A1, Yoo Jin Choi, Jihwan Choi, Mostafa El-Khamy, Jungwon Lee, "Method and apparatus for data-free network quantization and compression with adversarial knowledge distillation ," 2021-09-23.

     [86]       US-11521634-B2, Amin Fazeli, Mostafa El-Khamy, Jungwon Lee, "System and method for acoustic echo cancelation using deep multitask recurrent neural networks ," 2022-12-06.

     [87]       US-2020411030-A1, Amin Fazeli, Mostafa El-Khamy, Jungwon Lee, "System and method for acoustic echo cancelation using deep multitask recurrent neural networks ," 2020-12-31.

     [88]       DE-102020122844-A1, Haoyu Ren, Mostafa El-Khamy, Aman Raj, Jungwon Lee, "SYSTEM AND PROCEDURE FOR DEEP MACHINE LEARNING FOR COMPUTER VISION APPLICATIONS ," 2021-04-29.

     [89]       US-2020395955-A1, Yoo Jin Choi, Mostafa El-Khamy, Jungwon Lee, "Method and apparatus for variable rate compression with a conditional autoencoder ," 2020-12-17.

     [90]       US-11451242-B2, Yoo Jin Choi, Mostafa El-Khamy, Jungwon Lee, "Method and apparatus for variable rate compression with a conditional autoencoder ," 2022-09-20.

     [91]       US-11900234-B2, Haoyu Ren, Mostafa El-Khamy, Jungwon Lee, "System and method for designing efficient super resolution deep convolutional neural networks by cascade network training, cascade network trimming, and dilated convolutions ," 2024-02-13.

     [92]       US-2020401870-A1, Haoyu Ren, Mostafa El-Khamy, Jungwon Lee, "System and method for designing efficient super resolution deep convolutional neural networks by cascade network training, cascade network trimming, and dilated convolutions ," 2020-12-24.

     [93]       DE-102020119500-A1, Mostafa El-Khamy, Jungwon Lee, Ryan Szeto, "SYSTEM AND METHOD FOR VIDEO PROCESSING WITH IMPROVED TIME CONSISTENCY ," 2021-03-04.

     [94]       DE-102020118241-A1, Haoyu Ren, Mostafa El-Khamy, Jungwon Lee, "VIDEO DEPTH ESTIMATION BASED ON TEMPORAL ATTENTION ," 2021-01-28.

     [95]       US-11599979-B2, Mostafa El-Khamy, Haoyu Ren, Jungwon Lee, "Method and apparatus for video super resolution using convolutional neural network with two-stage motion compensation ," 2023-03-07.

     [96]       US-2020294217-A1, Mostafa El-Khamy, Haoyu Ren, Jungwon Lee, "Method and apparatus for video super resolution using convolutional neural network with two-stage motion compensation ," 2020-09-17.

     [97]       US-2021319326-A1, Yoo Jin Choi, Jongha RYU, Mostafa El-Khamy, Jungwon Lee, Young-Han Kim, "Method and apparatus for learning stochastic inference models between multiple random variables with unpaired data ," 2021-10-14.

     [98]       US-11615317-B2, Yoo Jin Choi, Jongha RYU, Mostafa El-Khamy, Jungwon Lee, Young-Han Kim, "Method and apparatus for learning stochastic inference models between multiple random variables with unpaired data ," 2023-03-28.

     [99]       US-2021124985-A1, Haoyu Ren, Mostafa El-Khamy, Jungwon Lee, Aman Raj, "System and method for deep machine learning for computer vision applications ," 2021-04-29.

    [100]    US-11429805-B2, Haoyu Ren, Mostafa El-Khamy, Jungwon Lee, Aman Raj, "System and method for deep machine learning for computer vision applications ," 2022-08-30.

    [101]    US-2021217145-A1, Mostafa El-Khamy, Ryan Szeto, Jungwon Lee, "System and method for multi-frame contextual attention for multi-frame image and video processing using deep neural networks ," 2021-07-15.

    [102]    US-11948280-B2, Mostafa El-Khamy, Ryan Szeto, Jungwon Lee, "System and method for multi-frame contextual attention for multi-frame image and video processing using deep neural networks ," 2024-04-02.

    [103]    US-11526970-B2, Mostafa El-Khamy, Ryan Szeto, Jungwon Lee, "System and method for video processing with enhanced temporal consistency ," 2022-12-13.

    [104]    US-2021065340-A1, Mostafa El-Khamy, Ryan Szeto, Jungwon Lee, "System and method for video processing with enhanced temporal consistency ," 2021-03-04.

    [105]    US-11527005-B2, Haoyu Ren, Mostafa El-Khamy, Jungwon Lee, "Video depth estimation based on temporal attention ," 2022-12-13.

    [106]    US-2021027480-A1, Haoyu Ren, Mostafa El-Khamy, Jungwon Lee, "Video depth estimation based on temporal attention ," 2021-01-28.

    [107]    US-2020202109-A1, Mostafa El-Khamy, Arvind YEDLA, Marcel Nassar, Jungwon Lee, "System and method for a unified architecture multi-task deep learning machine for object recognition ," 2020-06-25.

    [108]    US-11645869-B2, Mostafa El-Khamy, Arvind YEDLA, Marcel Nassar, Jungwon Lee, "System and method for a unified architecture multi-task deep learning machine for object recognition ," 2023-05-09.

    [109]    US-11461998-B2, Qingfeng Liu, Mostafa El-Khamy, Dongwoon Bai, Jungwon Lee, "System and method for boundary aware semantic segmentation ," 2022-10-04.

    [110]    US-2021089807-A1, Qingfeng Liu, Mostafa El-Khamy, Dongwoon Bai, Jungwon Lee, "System and method for boundary aware semantic segmentation ," 2021-03-25.

    [111]    US-2020312346-A1, Amin Fazeli, Mostafa El-Khamy, Jungwon Lee, "System and method for acoustic echo cancellation using deep multitask recurrent neural networks ," 2020-10-01.

    [112]    US-11393487-B2, Amin Fazeli, Mostafa El-Khamy, Jungwon Lee, "System and method for acoustic echo cancelation using deep multitask recurrent neural networks ," 2022-07-19.

    [113]    US-10970820-B2, Mostafa El-Khamy, Jungwon Lee, Haoyu Ren, "System and method for deep learning image super resolution ," 2021-04-06.

    [114]    US-2020090305-A1, Mostafa El-Khamy, Jungwon Lee, Haoyu Ren, "System and method for deep learning image super resolution ," 2020-03-19.

    [115]    US-11195541-B2, JaeYoung Kim, Mostafa El-Khamy, Jungwon Lee, "Transformer with gaussian weighted self-attention for speech enhancement ," 2021-12-07.

    [116]    US-2020357425-A1, JaeYoung Kim, Mostafa El-Khamy, Jungwon Lee, "Transformer with guassian weighted self-attention for speech enhancement ," 2020-11-12.

    [117]    US-2020304147-A1, Yoo Jin Choi, Mostafa El-Khamy, Jungwon Lee, "Method and apparatus for variable rate compression with a conditional autoencoder ," 2020-09-24.

    [118]    US-10886943-B2, Yoo Jin Choi, Mostafa El-Khamy, Jungwon Lee, "Method and apparatus for variable rate compression with a conditional autoencoder ," 2021-01-05.

    [119]    US-11094072-B2, Haoyu Ren, Mostafa El-Khamy, Jungwon Lee, "System and method for providing single image depth estimation based on deep neural network ," 2021-08-17.

    [120]    US-2020327685-A1, Haoyu Ren, Mostafa El-Khamy, Jungwon Lee, "System and method for providing single image depth estimation based on deep neural network ," 2020-10-15.

    [121]    US-2020312345-A1, Amin Fazeli, Mostafa El-Khamy, Jungwon Lee, "System and method for acoustic echo cancelation using deep multitask recurrent neural networks ," 2020-10-01.

    [122]    US-10803881-B1, Amin Fazeli, Mostafa El-Khamy, Jungwon Lee, "System and method for acoustic echo cancelation using deep multitask recurrent neural networks ," 2020-10-13.

    [123]    US-11699070-B2, Mostafa El-Khamy, Jungwon Lee, Yoo Jin Choi, Haoyu Ren, "Method and apparatus for providing rotational invariant neural networks ," 2023-07-11.

    [124]    US-11456007-B2, JaeYoung Kim, Mostafa El-Khamy, Jungwon Lee, "End-to-end multi-task denoising for joint signal distortion ratio (SDR) and perceptual evaluation of speech quality (PESQ) optimization ," 2022-09-27.

    [125]    US-2020227070-A1, JaeYoung Kim, Mostafa El-Khamy, Jungwon Lee, "End-to-end multi-task denoising for joint signal distortion ratio (sdr) and perceptual evaluation of speech quality (pesq) optimization ," 2020-07-16.

    [126]    US-11024037-B2, Xianzhi Du, Mostafa El-Khamy, Jungwon Lee, "Foreground-background-aware atrous multiscale network for disparity estimation ," 2021-06-01.

    [127]    US-10929665-B2, Qingfeng Liu, Mostafa El-Khamy, Rama Mythili Vadali, Tae-Ui Kim, Andrea Kang, Dongwoon Bai, Jungwon Lee, Maiyuran Wijay, Jaewon YOO, "System and method for providing dominant scene classification by semantic segmentation ," 2021-02-23.

    [128]    US-2020202128-A1, Qingfeng Liu, Mostafa El-Khamy, Rama Mythili Vadali, Tae-Ui Kim, Andrea Kang, Dongwoon Bai, Jungwon Lee, Maiyuran Wijay, Jaewon YOO, "System and method for providing dominant scene classification by semantic segmentation ," 2020-06-25.

    [129]    US-2020285894-A1, Mostafa El-Khamy, Jungwon Lee, Yoo Jin Choi, Haoyu Ren, "Method and apparatus for providing rotational invariant neural networks ," 2020-09-10.

    [130]    US-2020160533-A1, Xianzhi Du, Mostafa El-Khamy, Jungwon Lee, "Foreground-background-aware atrous multiscale network for disparity estimation ," 2020-05-21.

    [131]    US-2020134499-A1, Jongha RYU, Yoo Jin Choi, Mostafa El-Khamy, Jungwon Lee, "Method and apparatus for stochastic inference between multiple random variables via common representation ," 2020-04-30.

    [132]    US-11620555-B2, Jongha RYU, Yoo Jin Choi, Mostafa El-Khamy, Jungwon Lee, "Method and apparatus for stochastic inference between multiple random variables via common representation ," 2023-04-04.

    [133]    US-11055866-B2, Mostafa El-Khamy, Xianzhi Du, Haoyu Ren, Jungwon Lee, "System and method for disparity estimation using cameras with different fields of view ," 2021-07-06.

    [134]    US-2020134848-A1, Mostafa El-Khamy, Xianzhi Du, Haoyu Ren, Jungwon Lee, "System and method for disparity estimation using cameras with different fields of view ," 2020-04-30.

    [135]    US-11043976-B2, Mostafa El-Khamy, Jinhong Wu, Jungwon Lee, Inyup Kang, "System and methods for low complexity list decoding of turbo codes and convolutional codes ," 2021-06-22.

    [136]    US-2019173497-A1, Mostafa El-Khamy, Jinhong Wu, Jungwon Lee, Inyup Kang, "System and methods for low complexity list decoding of turbo codes and convolutional codes ," 2019-06-06.

    [137]    US-2019173498-A1, Mostafa El-Khamy, Jinhong Wu, Jungwon Lee, Inyup Kang, "System and methods for low complexity list decoding of turbo codes and convolutional codes ," 2019-06-06.

    [138]    US-10938420-B2, Mostafa El-Khamy, Jinhong Wu, Jungwon Lee, Inyup Kang, "System and methods for low complexity list decoding of turbo codes and convolutional codes ," 2021-03-02.

    [139]    US-2019109604-A1, Mostafa El-Khamy, Hsien-Ping LIN, Jungwon Lee, "Apparatus and method for parallelized successive cancellation decoding and successive cancellation list decoding of polar codes ," 2019-04-11.

    [140]    US-10673467-B2, Mostafa El-Khamy, Hsien-Ping LIN, Jungwon Lee, "Apparatus and method for parallelized successive cancellation decoding and successive cancellation list decoding of polar codes ," 2020-06-02.

    [141]    US-11423312-B2, Yoo Jin Choi, Mostafa El-Khamy, Jungwon Lee, "Method and apparatus for universal pruning and compression of deep convolutional neural networks under joint sparsity constraints ," 2022-08-23.

    [142]    US-2019347554-A1, Yoo Jin Choi, Mostafa El-Khamy, Jungwon Lee, "Method and apparatus for universal pruning and compression of deep convolutional neural networks under joint sparsity constraints ," 2019-11-14.

    [143]    US-2019095795-A1, Haoyu Ren, Mostafa El-Khamy, Jungwon Lee, "System and method for designing efficient super resolution deep convolutional neural networks by cascade network training, cascade network trimming, and dilated convolutions ," 2019-03-28.

    [144]    US-11354577-B2, Haoyu Ren, Mostafa El-Khamy, Jungwon Lee, "System and method for designing efficient super resolution deep convolutional neural networks by cascade network training, cascade network trimming, and dilated convolutions ," 2022-06-07.

    [145]    US-2018375526-A1, Gennady Feygin, Mostafa El-Khamy, Hessam Mahdavifar, "System and method for maximal code polarization ," 2018-12-27.

    [146]    US-10200061-B2, Gennady Feygin, Mostafa El-Khamy, Hessam Mahdavifar, "System and method for maximal code polarization ," 2019-02-05.

    [147]    US-10635891-B2, Mostafa El-Khamy, Arvind YEDLA, Marcel Nassar, Jungwon Lee, "System and method for a unified architecture multi-task deep learning machine for object recognition ," 2020-04-28.

    [148]    US-2018307897-A1, Mostafa El-Khamy, Arvind YEDLA, Marcel Nassar, Jungwon Lee, "System and method for a unified architecture multi-task deep learning machine for object recognition ," 2018-10-25.

    [149]    US-10733714-B2, Mostafa El-Khamy, Haoyu Ren, Jungwon Lee, "Method and apparatus for video super resolution using convolutional neural network with two-stage motion compensation ," 2020-08-04.

    [150]    US-2019139205-A1, Mostafa El-Khamy, Haoyu Ren, Jungwon Lee, "Method and apparatus for video super resolution using convolutional neural network with two-stage motion compensation ," 2019-05-09.

    [151]    US-2019096038-A1, Mostafa El-Khamy, Igor Fedorov, Jungwon Lee, "Image denoising neural network architecture and method of training the same ," 2019-03-28.

    [152]    US-10726525-B2, Mostafa El-Khamy, Igor Fedorov, Jungwon Lee, "Image denoising neural network architecture and method of training the same ," 2020-07-28.

    [153]    US-2019138882-A1, Yoo Jin Choi, Mostafa El-Khamy, Jungwon Lee, "Method and apparatus for learning low-precision neural network that combines weight quantization and activation quantization ," 2019-05-09.

    [154]    US-11270187-B2, Yoo Jin Choi, Mostafa El-Khamy, Jungwon Lee, "Method and apparatus for learning low-precision neural network that combines weight quantization and activation quantization ," 2022-03-08.

    [155]    US-11195093-B2, JaeYoung Kim, Mostafa El-Khamy, Jungwon Lee, "Apparatus and method for student-teacher transfer learning network using knowledge bridge ," 2021-12-07.

    [156]    US-2018336465-A1, JaeYoung Kim, Mostafa El-Khamy, Jungwon Lee, "Apparatus and method for student-teacher transfer learning network using knowledge bridge ," 2018-11-22.

    [157]    US-2019057507-A1, Mostafa El-Khamy, Zhizhong Li, Jungwon Lee, "System and method for semantic segmentation of images ," 2019-02-21.

    [158]    US-10679351-B2, Mostafa El-Khamy, Zhizhong Li, Jungwon Lee, "System and method for semantic segmentation of images ," 2020-06-09.

    [159]    US-12190231-B2, Yoo Jin Choi, Mostafa El-Khamy, Jungwon Lee, "Method and apparatus for neural network quantization ," 2025-01-07.

    [160]    US-2018107926-A1, Yoo Jin Choi, Mostafa El-Khamy, Jungwon Lee, "Method and apparatus for neural network quantization ," 2018-04-19.

    [161]    US-10489887-B2, Mostafa El-Khamy, Jungwon Lee, Haoyu Ren, "System and method for deep learning image super resolution ," 2019-11-26.

    [162]    US-2018293707-A1, Mostafa El-Khamy, Jungwon Lee, Haoyu Ren, "System and method for deep learning image super resolution ," 2018-10-11.

    [163]    US-10803378-B2, Haoyu Ren, Mostafa El-Khamy, Jungwon Lee, "System and method for designing efficient super resolution deep convolutional neural networks by cascade network training, cascade network trimming, and dilated convolutions ," 2020-10-13.

    [164]    US-2018268284-A1, Haoyu Ren, Mostafa El-Khamy, Jungwon Lee, "System and method for designing efficient super resolution deep convolutional neural networks by cascade network training, cascade network trimming, and dilated convolutions ," 2018-09-20.

    [165]    US-2018300624-A1, Mostafa El-Khamy, Yoo Jin Choi, Jungwon Lee, "Method and apparatus for reducing computational complexity of convolutional neural networks ," 2018-10-18.

    [166]    US-11164071-B2, Mostafa El-Khamy, Yoo Jin Choi, Jungwon Lee, "Method and apparatus for reducing computational complexity of convolutional neural networks ," 2021-11-02.

    [167]    US-2018181881-A1, Xianzhi Du, Mostafa El-Khamy, Jungwon Lee, "System and method for training deep learning classification networks ," 2018-06-28.

    [168]    US-11205120-B2, Xianzhi Du, Mostafa El-Khamy, Jungwon Lee, "System and method for training deep learning classification networks ," 2021-12-21.

    [169]    US-10241684-B2, JaeYoung Kim, Inyup Kang, Mostafa El-Khamy, Jungwon Lee, "System and method for higher order long short-term memory (LSTM) network ," 2019-03-26.

    [170]    US-2018196599-A1, JaeYoung Kim, Inyup Kang, Mostafa El-Khamy, Jungwon Lee, "System and method for higher order long short-term memory (lstm) network ," 2018-07-12.

    [171]    US-10380741-B2, Arvind YEDLA, Marcel Nassar, Mostafa El-Khamy, Jungwon Lee, "System and method for a deep learning machine for object detection ," 2019-08-13.

    [172]    US-2018158189-A1, Arvind YEDLA, Marcel Nassar, Mostafa El-Khamy, Jungwon Lee, "System and method for a deep learning machine for object detection ," 2018-06-07.

    [173]    US-10069510-B2, Gennady Feygin, Mostafa El-Khamy, Hessam Mahdavifar, "System and method for maximal code polarization ," 2018-09-04.

    [174]    US-2018145702-A1, Gennady Feygin, Mostafa El-Khamy, Hessam Mahdavifar, "System and method for maximal code polarization ," 2018-05-24.

    [175]    US-2018089505-A1, Mostafa El-Khamy, Xianzhi Du, Jungwon Lee, "System and method for deep network fusion for fast and robust object detection ," 2018-03-29.

    [176]    US-10657364-B2, Mostafa El-Khamy, Xianzhi Du, Jungwon Lee, "System and method for deep network fusion for fast and robust object detection ," 2020-05-19.

    [177]    US-2018107925-A1, Yoo Jin Choi, Mostafa El-Khamy, Jungwon Lee, "Method and apparatus for neural network quantization ," 2018-04-19.

    [178]    US-11321609-B2, Yoo Jin Choi, Mostafa El-Khamy, Jungwon Lee, "Method and apparatus for neural network quantization ," 2022-05-03.

    [179]    US-10153787-B2, Mostafa El-Khamy, Hsien-Ping LIN, Jungwon Lee, "Apparatus and method for parallelized successive cancellation decoding and successive cancellation list decoding of polar codes ," 2018-12-11.

    [180]    US-2018083655-A1, Mostafa El-Khamy, Hsien-Ping LIN, Jungwon Lee, "Apparatus and method for parallelized successive cancellation decoding and successive cancellation list decoding of polar codes ," 2018-03-22.

    [181]    US-2018060720-A1, Mostafa El-Khamy, Jungwon Lee, JaeYoung Kim, "System and method for information highways in a hybrid feedforward-recurrent deep network ," 2018-03-01.

    [182]    US-10599974-B2, Mostafa El-Khamy, Jungwon Lee, JaeYoung Kim, "System and method for information highways in a hybrid feedforward-recurrent deep network ," 2020-03-24.

    [183]    US-10810482-B2, JaeYoung Kim, Jungwon Lee, Mostafa El-Khamy, "System and method for residual long short term memories (LSTM) network ," 2020-10-20.

    [184]    US-2018060721-A1, JaeYoung Kim, Jungwon Lee, Mostafa El-Khamy, "System and method for residual long short term memories (lstm) network ," 2018-03-01.

    [185]    US-2017344808-A1, Mostafa El-Khamy, Arvind YEDLA, Marcel Nassar, Jungwon Lee, "System and method for a unified architecture multi-task deep learning machine for object recognition ," 2017-11-30.

    [186]    US-10032067-B2, Mostafa El-Khamy, Arvind YEDLA, Marcel Nassar, Jungwon Lee, "System and method for a unified architecture multi-task deep learning machine for object recognition ," 2018-07-24.

    [187]    US-2017237528-A1, Jinhong Wu, Mostafa El-Khamy, Jungwon Lee, "Method and apparatus for hybrid automatic repeat requests (harq) processing for retransmissions with unknown data length ," 2017-08-17.

    [188]    US-9960885-B2, Jinhong Wu, Mostafa El-Khamy, Jungwon Lee, "Method and apparatus for hybrid automatic repeat requests (HARQ) processing for retransmissions with unknown data length ," 2018-05-01.

    [189]    US-2017193315-A1, Mostafa El-Khamy, Inyup Kang, Jungwon Lee, "System and method for providing an on-chip context aware contact list ," 2017-07-06.

    [190]    US-9928435-B2, Mostafa El-Khamy, Inyup Kang, Jungwon Lee, "System and method for providing an on-chip context aware contact list ," 2018-03-27.

    [191]    US-10862630-B2, Mostafa El-Khamy, Arvind YEDLA, SangHyuck HA, Hyunsang CHO, Inyup Kang, "Method and system for contiguous HARQ memory management with memory splitting ," 2020-12-08.

    [192]    US-2016241362-A1, Mostafa El-Khamy, Arvind YEDLA, SangHyuck HA, Hyunsang CHO, lnyup KANG, "Method and system for contiguous harq memory management with memory splitting ," 2016-08-18.

    [193]    US-2016241355-A1, Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang, "Apparatus and method of constructing polar code ," 2016-08-18.

    [194]    US-9479291-B2, Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang, "Apparatus and method of constructing polar code ," 2016-10-25.

    [195]    US-2016285479-A1, Mostafa El-Khamy, Jungwon Lee, Inyup Kang, Hsien-Ping LIN, "Harq rate-compatible polar codes for wireless channels ," 2016-09-29.

    [196]    US-9742440-B2, Mostafa El-Khamy, Jungwon Lee, Inyup Kang, Hsien-Ping LIN, "HARQ rate-compatible polar codes for wireless channels ," 2017-08-22.

    [197]    US-2016065245-A1, Marcel Nassar, Mostafa El-Khamy, Inyup Kang, Jungwon Lee, "Electronic system with viterbi decoder mechanism and method of operation thereof ," 2016-03-03.

    [198]    US-10075195-B2, Marcel Nassar, Mostafa El-Khamy, Inyup Kang, Jungwon Lee, "Electronic system with Viterbi decoder mechanism and method of operation thereof ," 2018-09-11.

    [199]    US-2015236717-A1, Mostafa El-Khamy, Jinhong Wu, Jungwon Lee, Inyup Kang, "System and methods for low complexity list decoding of turbo codes and convolutional codes ," 2015-08-20.

    [200]    US-10205470-B2, Mostafa El-Khamy, Jinhong Wu, Jungwon Lee, Inyup Kang, "System and methods for low complexity list decoding of turbo codes and convolutional codes ," 2019-02-12.

    [201]    US-9504042-B2, Mostafa El-Khamy, Hessam Mahdavifar, Gennady Feygin, Jungwon Lee, Inyup Kang, "System and method for encoding and decoding of data with channel polarization mechanism ," 2016-11-22.

    [202]    US-2015349909-A1, Mostafa El-Khamy, Hessam Mahdavifar, Gennady Feygin, Jungwon Lee, Inyup Kang, "System and method for encoding and decoding of data with channel polarization mechanism ," 2015-12-03.

    [203]    US-10193570-B2, Mostafa El-Khamy, Keke Liu, Jungwon Lee, Inyup Kang, "Method of and apparatus for generating spatially-coupled low-density parity-check code ," 2019-01-29.

    [204]    US-2015155884-A1, Mostafa El-Khamy, Keke Liu, Jungwon Lee, Inyup Kang, "Method of and apparatus for generating spatially-coupled low-density parity-check code ," 2015-06-04.

    [205]    US-9602241-B2, Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang, "Computing system with polar processing mechanism and method of operation thereof ," 2017-03-21.

    [206]    US-2015188666-A1, Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang, "Computing system with polar processing mechanism and method of operation thereof ," 2015-07-02.

    [207]    US-10108483-B2, Mostafa El-Khamy, Jungwon Lee, Inyup Kang, "Computing system with error handling mechanism and method of operation thereof ," 2018-10-23.

    [208]    US-2015058694-A1, Mostafa El-Khamy, Jungwon Lee, Inyup Kang, "Computing system with error handling mechanism and method of operation thereof ," 2015-02-26.

    [209]    US-9467253-B2, Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang, "Computing system with coordinated multiple-access mechanism and method of operation thereof ," 2016-10-11.

    [210]    US-2015016563-A1, Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang, "Computing system with coordinated multiple-access mechanism and method of operation thereof ," 2015-01-15.

    [211]    US-2014235288-A1, Mehmet Yavuz, Farhad Meshkati, Mostafa El-Khamy, Sanjiv Nanda, "Self calibration of downlink transmit power ," 2014-08-21.

    [212]    US-9386541-B2, Mehmet Yavuz, Farhad Meshkati, Mostafa El-Khamy, Sanjiv Nanda, "Self calibration of downlink transmit power ," 2016-07-05.

    [213]    US-2016088576-A9, Mehmet Yavuz, Farhad Meshkati, Mostafa El-Khamy, Sanjiv Nanda, "Self calibration of downlink transmit power ," 2016-03-24.

    [214]    EP-2949046-A1, Hessam Mahdavifar, Inyup Kang, Jungwon Lee, Mostafa El-Khamy, "Method and system for encoding and decoding data using concatenated polar codes ," 2015-12-02.

    [215]    WO-2014116041-A1, Hessam Mahdavifar, Inyup Kang, Jungwon Lee, Mostafa El-Khamy, "Method and system for encoding and decoding data using concatenated polar codes ," 2014-07-31.

    [216]    EP-2949046-A4, Hessam Mahdavifar, Inyup Kang, Jungwon Lee, Mostafa El-Khamy, "METHOD AND SYSTEM FOR ENCODING AND DECODING DATA USING CONCATENE POLAR CODES ," 2016-10-26.

    [217]    US-9362956-B2, Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang, "Method and system for encoding and decoding data using concatenated polar codes ," 2016-06-07.

    [218]    US-2014208183-A1, Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang, "Method and system for encoding and decoding data using concatenated polar codes ," 2014-07-24.

    [219]    WO-2014098480-A1, Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang, "Communication system with compound coding mechanism and method of operation thereof ," 2014-06-26.

    [220]    EP-2936721-A4, Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang, "COMMUNICATION SYSTEM WITH COMPOUND CODING MECHANISM AND METHOD OF USE THEREOF ," 2016-08-24.

    [221]    EP-2936721-A1, Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang, "Communication system with compound coding mechanism and method of operation thereof ," 2015-10-28.

    [222]    EP-2936721-B1, Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang, "Communication system with compound coding mechanism and method of operation thereof ," 2021-03-03.

    [223]    US-9083387-B2, Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang, "Communication system with compound coding mechanism and method of operation thereof ," 2015-07-14.

    [224]    US-2014169492-A1, Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang, "Communication system with compund coding mechanism and method of operation thereof ," 2014-06-19.

    [225]    WO-2014065639-A1, Jin-hong WU, In-Yup Kang, Jung-Won Lee, Mostafa El-Khamy, "Communication system with receiver optimization mechanism and method of operation thereof ," 2014-05-01.

    [226]    US-9143372-B2, Jinhong Wu, Mostafa El-Khamy, Jungwon Lee, Inyup Kang, "Communication system with receiver optimization mechanism and method of operation thereof ," 2015-09-22.

    [227]    US-2014119483-A1, Jinhong Wu, Mostafa El-Khamy, Jungwon Lee, Inyup Kang, "Communication system with receiver optimization mechanism and method of operation thereof ," 2014-05-01.

    [228]    JP-2014003680-A, Mehmet Yavuz, メーメット・ヤブズ, Meshkati Farhad, ファーハド・メシュカティ, S El-Khamy Mostafa, モスタファ・エス．・エル−クハミー, Sanjiv Nanda, サンジブ・ナンダ, "Self calibration of downlink transmit power ," 2014-01-09.

    [229]    WO-2013191435-A1, Mostafa El-Khamy, In-Yup Kang, Jung-Won Lee, "Communication system with repeat-response combining mechanism and method of operation thereof ," 2013-12-27.

    [230]    US-9954643-B2, Mostafa El-Khamy, Jungwon Lee, Inyup Kang, "Communication system with repeat-response combining mechanism and method of operation thereof ," 2018-04-24.

    [231]    US-2013343271-A1, Mostafa El-Khamy, Jungwon Lee, Inyup Kang, "Communication system with repeat-response combining mechanism and method of operation thereof ," 2013-12-26.

    [232]    US-8942323-B2, Mostafa El Khamy, Jinhong Wu, Heejin Roh, Jungwon Lee, Inyup Kang, "Communication system with signal-to-noise ratio adjustment mechanism and method of operation thereof ," 2015-01-27.

    [233]    US-2014334577-A1, Mostafa El Khamy, Jinhong Wu, Heejin Roh, Jungwon Lee, Inyup Kang, "Communication system with signal-to-noise ratio adjustment mechanism and method of operation thereof ," 2014-11-13.

    [234]    JP-2013158017-A, Mehmet Yavuz, メーメット・ヤブズ, Sanjiv Nanda, サンジブ・ナンダ, S El-Khamy Mostafa, モスタファ・エス．・エル−クハミー, "Adaptation of transmit power for neighboring nodes ," 2013-08-15.

    [235]    US-2013235957-A1, Mostafa El Khamy, Jinhong Wu, Heejin Roh, Jungwon Lee, Inyup Kang, "Communication system with signal-to-noise ratio adjustment mechanism and method of operation thereof ," 2013-09-12.

    [236]    WO-2013133646-A1, Mostafa El-Khamy, Jinhong WU, Hee-Jin Roh, Jung-Won Lee, In-Yup Kang, "Communication system with signal-to-noise ratio adjustment mechanism and method of operation thereof ," 2013-09-12.

    [237]    US-8897399-B2, Mostafa El Khamy, Jinhong Wu, Heejin Roh, Jungwon Lee, Inyup Kang, "Communication system with signal-to-noise ratio adjustment mechanism and method of operation thereof ," 2014-11-25.

    [238]    US-2012166917-A1, Mostafa El-Khamy, Jilei Hou, Naga Bhushan, "System and method for providing h-arq rate compatible codes for high throughput applications ," 2012-06-28.

    [239]    TW-I406519-B, Mehmet Yavuz, Farhad Meshkati, Mostafa S El-Khamy, Sanjiv Nanda, "Self calibration of downlink transmit power ," 2013-08-21.

    [240]    TW-200952368-A, Mehmet Yavuz, Farhad Meshkati, Mostafa S El-Khamy, Sanjiv Nanda, "Self calibration of downlink transmit power ," 2009-12-16.

    [241]    EP-2311193-B1, Mehmet Yavuz, Farhad Meshkati, Mostafa S. El-Khamy, Sanjiv Nanda, "Self calibration of downlink transmit power ," 2018-08-22.

    [242]    CA-2928923-A1, Mehmet Yavuz, Farhad Meshkati, Mostafa S. El-Khamy, Sanjiv Nanda, "Self calibration of downlink transmit power ," 2009-11-19.

    [243]    CA-2928923-C, Mehmet Yavuz, Farhad Meshkati, Mostafa S. El-Khamy, Sanjiv Nanda, "Self calibration of downlink transmit power ," 2016-11-08.

    [244]    CA-2722170-A1, Mehmet Yavuz, Farhad Meshkati, Mostafa S. El-Khamy, Sanjiv Nanda, "Self calibration of downlink transmit power ," 2009-11-19.

    [245]    BR-PI0912734-B1, Mehmet Yavuz, Farhad Meshkati, Mostafa S. El-Khamy, Sanjiv Nanda, "wireless communication method and apparatus and computer-readable memory ," 2020-11-17.

    [246]    WO-2009140312-A3, Mehmet Yavuz, Farhad Meshkati, Mostafa S. El-Khamy, Sanjiv Nanda, "Self calibration of downlink transmit power ," 2010-06-03.

    [247]    BR-PI0912734-A2, Farhad Meshkati, Mehmet Yavuz, Mostafa S El-Khamy, Sanjiv Nanda, "downlink transmission power self-calibration ," 2015-10-13.

    [248]    MX-2010012311-A, Sanjiv Nanda, Mehmet Yavuz, Mostafa S El-Khamy, Farhad Meshkati, "Self calibration of downlink transmit power. ," 2011-01-25.

    [249]    EP-2311193-A2, Mehmet Yavuz, Farhad Meshkati, Mostafa S. El-Khamy, Sanjiv Nanda, "Self calibration of downlink transmit power ," 2011-04-20.

    [250]    CA-2722170-C, Mehmet Yavuz, Farhad Meshkati, Mostafa S. El-Khamy, Sanjiv Nanda, "Self calibration of downlink transmit power ," 2016-07-26.

    [251]    WO-2009140312-A2, Mehmet Yavuz, Farhad Meshkati, Mostafa S. El-Khamy, Sanjiv Nanda, "Self calibration of downlink transmit power ," 2009-11-19.

    [252]    AU-2009246492-A1, Mostafa S. El-Khamy, Farhad Meshkati, Sanjiv Nanda, Mehmet Yavuz, "Self calibration of downlink transmit power ," 2009-11-19.

    [253]    US-8725083-B2, Mehmet Yavuz, Farhad Meshkati, Mostafa S. El-Khamy, Sanjiv Nanda, "Self calibration of downlink transmit power ," 2014-05-13.

    [254]    US-2009286496-A1, Mehmet Yavuz, Farhad Meshkati, Mostafa S. El-Khamy, Sanjiv Nanda, "Self calibration of downlink transmit power ," 2009-11-19.

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    [256]    EP-2186365-B1, Mehmet Yavuz, Sanjiv Nanda, Mostafa S. El-Khamy, "Method and apparatus of controlling transmit power in a femto node ," 2018-01-03.

    [257]    EP-2186365-A2, Mehmet Yavuz, Sanjiv Nanda, Mostafa S. El-Khamy, "Adaptation of transmit power for neighboring nodes ," 2010-05-19.

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