Journal and Conferences

[C23]  Bhardwaj S., Shinde, T., “Adaptive Compression of Large Vision Models for Efficient Image Quality Assessment of AI-Generated Content.”  

Accepted in ICCV 2025 Conference workshop on Efficient Computing under Limited Resources (ECLR). USA 🇺🇸

[C22]  Shinde, T., “High-Performance Lightweight Vision Models for Land Cover Classification with Coresets and Compression.”

Accepted in  ICML 2025 Conference workshop on TerraBytes. Canada 🇨🇦

Selected for the travel grant (registration support) from Terrabytes@ICML 2025.

[C21]  Saha, R., Shinde, T., “Scalable Building Temperature Prediction for Smart HVAC Control: A Multi-Stage Learning Framework.”

Accepted in  ICML 2025 Conference workshop on CO-BUILD Computational Optimization of Buildings. Canada 🇨🇦

🥈 2nd Prize ($500) in CO-BUILD Competition ICML 2025.

[C20]  Nithyanand, M., Srivastava, V., Vyas, S., Shinde, T., “TWINSHIELD: A Dual Phase System for Detecting and Extracting Backdoors in VLMs.”

Accepted in  ICIP 2025. USA 🇺🇸

[C19]  Shinde, T., “Towards Optimal Layer Ordering for Efficient Model Compression via Pruning and Quantization.”

IEEE International Conference on Digital Signal Processing DSP 2025. Greece 🇬🇷

[P04] S. Gaurhar, S. Rukhsar, Tiwari, A.K., and Shinde, T.S., "EdgeHeart: Real-Time Detection of Cardiac Conduction Disorders on Edge Devices."

IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2025. (Show and Tell Session) India 🇮🇳

[C18]  Shinde, T., Eswaran S., “Uncertainty-guided Style-aware Probabilistic Perceptual Quality Assessment for AI-Generated Images.”

Proceedings of the CVPR 2025 Conference workshop. USA 🇺🇸

Shivaanee, selected for the travel grant from WiCV@CVPR 2025.

[C17]  Shinde, T., “An Efficient and Scalable Framework for Lightweight Crop Disease Recognition in Low-Resource Settings.”

Proceedings of the CVPR 2025 Conference workshop on Agriculture-Vision. USA 🇺🇸

[C16]  Bhardwaj S., Shinde, T., “Towards Efficient Vision Transformers for Perceptual Quality Assessment of Diffusion-Generated Images.”  

Accepted in CVPR 2025 Conference workshop on Generative Models for Computer Vision. USA 🇺🇸

[C15] Sharma, A.K., Shinde, T., “Generative Defect Synthesis for Enhancing Industrial Anomaly Detection.” 

Accepted in CVPR 2025 Conference workshop on Generative Models for Computer Vision. USA 🇺🇸

[C14] Shinde, T., Vuai A. S., "Efficient Land-Cover Image Classification via Mixed Bit-Precision Quantization." 

Accepted in ICLR 2025 Conference workshop on Machine Learning for Remote Sensing. Singapore 🇸🇬

Ahmed, selected for the €1500 travel grant from ML4RS@ICLR 2025.

[C13] Shinde, T., Sharma, A.K., "Scalable and Efficient Multi-Weather Classification for Autonomous Driving with Coresets, Pruning, and Resolution Scaling." 

Accepted in ICLR 2025 Conference workshop on Machine Learning Multiscale Processes. Singapore 🇸🇬

[C12] Shinde, T., "Model Compression Meets Resolution Scaling for Efficient Remote Sensing Classification." 

Proceedings of the WACV 2025 Conference workshop on Computer Vision for Earth Observation (CV4EO) Applications. USA 🇺🇸

[C11] Shinde, T., Bhardwaj S., "Mixed-Precision is All You Need for Efficient Document Image Classification." 

Proceedings of the WACV 2025 Conference workshop on Computer Vision Systems for Document Analysis and Recognition. USA 🇺🇸

[C10] Shinde, T., Sharma A. K., Bhardwaj S., Vuai A. S., "Navigating Coreset Selection and Model Compression for Efficient Maritime Image Classification." 

Proceedings of the WACV 2025 Conference workshop on Maritime Computer Vision. USA 🇺🇸

[C09] Shinde, T., "Adaptive Quantization and Pruning of Deep Neural Networks via Layer Importance Estimation." [paper]

Accepted in NeurIPS 2024 workshop on Machine Learning and Compression. Canada 🇨🇦

[C08] Shinde, T., Jain R., Sharma A. K., "Layer-Importance Guided Adaptive Quantization for Efficient Speech Emotion Recognition." [paper]

Accepted in NeurIPS 2024 workshop on Machine Learning and Compression. Canada 🇨🇦

[C07] Shinde, T., Jain R., Sharma A. K., "Lightweight Neural Networks for Speech Emotion Recognition using Layer-wise Adaptive Quantization." 

Proceedings of The 4th NeurIPS Efficient Natural Language and Speech Processing Workshop, PMLR 262:584-595, 2024. Canada 🇨🇦

[C06] Shinde, T., Naik, S., "Adaptive Quantization of Deep Neural Networks via Layer Importance Estimation." 

International Conference on Computer Vision & Image Processing CVIP, 2024. India 🇮🇳

[C05] Shinde, T., "Adaptive Pixel-based Efficient Motion Search for Surveillance Video Coding." [paper]

IEEE Image Processing Theory, Tools and Applications IPTA 2024. Morocco 🇲🇦

[P03] Shinde, T. et al., "Deep learning based Three-dimensional Radiation Dose Prediction with Dose level Guidance-a Spine SBRT example."

International Conference on the use of Computers in Radiation Therapy ICCR 2024. France 🇫🇷

[P02] Shinde, T. et al., "Dose Level Prediction Using Off-the-Shelf Segmentation Network-a Spine SBRT Example." [link]

American Association of Physicists in Medicine (AAPM) 2023. USA 🇺🇸

[C04] Shinde, T., "Adaptive Pixel-based Direction Oriented Fast Motion Estimation for Predictive Coding." [paper]

IEEE Picture Coding Symposium (PCS) 2022 (pp. 331-335). USA 🇺🇸

[J04] Lin, W., He, X., Dai, W., See, J., Shinde, T., Xiong, H. and Duan, L., "Key-point sequence lossless compression for intelligent video analysis." [paper]

IEEE MultiMedia, 27(3), pp.12-22. 2020.

[J03] Shinde, T.S., Tiwari, A.K., Lin, W. and Shen, L., "Background foreground boundary aware efficient motion search for surveillance videos." [paper]

Signal Processing: Image Communication, 82, p.115775. 2020.

[J02] Lin, W., Shinde, T.S., Dai, W., Liu, M., He, X., Tiwari, A.K. and Xiong, H., "Adaptive lossless compression of skeleton sequences." [paper]

Signal Processing: Image Communication, 80, p.115659. 2020.

[C03] Shinde, T.S., Tiwari, A.K. and Lin, W., "Low-complexity adaptive switched prediction-based lossless compression of time-lapse hyperspectral image data." [paper]

IEEE Global Conference on Signal and Information Processing (GlobalSIP) 2019, (pp. 1-5). IEEE. Canada 🇨🇦

[P01] Shinde, T., "Efficient motion estimation and predictive coding methods for compression of Spatio-temporal sequences". [link]

IEEE Global Conference on Signal and Information Processing (GlobalSIP) 2019, IEEE. (Graduate Student Research Paper). Canada 🇨🇦

[C02] Shinde, T., "Efficient image set compression." [link]

IEEE International Conference on Image Processing (ICIP) 2019 (pp. 3016-3017). IEEE. Taiwan 🇹🇼 

[C01] Shinde, T.S. and Tiwari, A.K., "Pruning SIFT & SURF for efficient clustering of near-duplicate images." [paper]

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2019 (pp. 3132-3136). IEEE. United Kingdom 🇬🇧

[J01] Shinde, T.S. and Tiwari, A.K., "Efficient direction‐oriented search algorithm for block motion estimation." [paper]

IET Image Processing, 12(9), pp.1567-1576. 2018.