Data-Driven Low-Rank Neural Network Compression
Papadimitriou, Dimitris, Jain, Swayambhoo
Published in 2021 IEEE International Conference on Image Processing (ICIP) (19.09.2021)
Published in 2021 IEEE International Conference on Image Processing (ICIP) (19.09.2021)
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Conference Proceeding
Noisy Matrix Completion Under Sparse Factor Models
Soni, Akshay, Jain, Swayambhoo, Haupt, Jarvis, Gonella, Stefano
Published in IEEE transactions on information theory (01.06.2016)
Published in IEEE transactions on information theory (01.06.2016)
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Journal Article
A Compressed Sensing Based Decomposition of Electrodermal Activity Signals
Jain, Swayambhoo, Oswal, Urvashi, Xu, Kevin Shuai, Eriksson, Brian, Haupt, Jarvis
Published in IEEE transactions on biomedical engineering (01.09.2017)
Published in IEEE transactions on biomedical engineering (01.09.2017)
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Journal Article
Convolutional approximations to linear dimensionality reduction operators
Jain, Swayambhoo, Haupt, Jarvis
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
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Conference Proceeding
Overview of the Neural Network Compression and Representation (NNR) Standard
Kirchhoffer, Heiner, Haase, Paul, Samek, Wojciech, Muller, Karsten, Rezazadegan-Tavakoli, Hamed, Cricri, Francesco, Aksu, Emre B., Hannuksela, Miska M., Jiang, Wei, Wang, Wei, Liu, Shan, Jain, Swayambhoo, Hamidi-Rad, Shahab, Racape, Fabien, Bailer, Werner
Published in IEEE transactions on circuits and systems for video technology (01.05.2022)
Published in IEEE transactions on circuits and systems for video technology (01.05.2022)
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Journal Article
Composition of Experts on the SN40L Reconfigurable Dataflow Unit
Prabhakar, Raghu, Sivaramakrishnan, Ram, Gandhi, Darshan, Du, Yun, Wang, Mingran, Song, Xiangyu, Zhang, Kejie, Gao, Tianren, Wang, Angela, Li, Karen, Brot, Joshua, Leung, Calvin, Zhao, Tuowen, Gottscho, Mark, Chen, Edison, Liang, Kaizhao, Jain, Swayambhoo, Thakker, Urmish, Brown, Kevin J., Olukotun, Kunle
Published in IEEE MICRO (24.07.2024)
Published in IEEE MICRO (24.07.2024)
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Journal Article
Efficient Randomized Defense against Adversarial Attacks in Deep Convolutional Neural Networks
Sheikholeslami, Fatemeh, Jain, Swayambhoo, Giannakis, Georgios B.
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
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Conference Proceeding
행렬 기반 인트라 예측을 이용한 비디오 인코딩 및 디코딩을 위한 방법 및 장치
BEGAINT JEAN, RACAPE FABIEN, HAMIDI RAD SHAHAB, GALPIN FRANCK, JAIN SWAYAMBHOO
Year of Publication 21.03.2022
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Year of Publication 21.03.2022
Patent
Deep Autoencoder-based Massive MIMO CSI Feedback with Quantization and Entropy Coding
Ravula, Sriram, Jain, Swayambhoo
Published in 2021 IEEE Global Communications Conference (GLOBECOM) (01.12.2021)
Published in 2021 IEEE Global Communications Conference (GLOBECOM) (01.12.2021)
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Conference Proceeding
MCformer: A Transformer Based Deep Neural Network for Automatic Modulation Classification
Hamidi-Rad, Shahab, Jain, Swayambhoo
Published in 2021 IEEE Global Communications Conference (GLOBECOM) (01.12.2021)
Published in 2021 IEEE Global Communications Conference (GLOBECOM) (01.12.2021)
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Conference Proceeding
Group-level support recovery guarantees for group lasso estimator
Kadkhodaie Elyaderani, Mojtaba, Jain, Swayambhoo, Druce, Jeffrey, Gonella, Stefano, Haupt, Jarvis
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
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Conference Proceeding
Efficacy of Bayesian Neural Networks in Active Learning
Rakesh, Vineeth, Jain, Swayambhoo
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
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Conference Proceeding