Deep Task-Based Quantization

1 August 2019

Papers citing "Deep Task-Based Quantization"

14 / 14 papers shown

Title
Learned Factor Graphs for Inference from Stationary Time Sequences Nir Shlezinger Nariman Farsad Yonina C. Eldar Andrea J. Goldsmith 26 24 0 05 Jun 2020
DeepSIC: Deep Soft Interference Cancellation for Multiuser MIMO Detection Nir Shlezinger Rong Fu Yonina C. Eldar 55 102 0 08 Feb 2020
Deep Convolutional Compression for Massive MIMO CSI Feedback Qianqian Yang Mahdi Boloursaz Mashhadi Deniz Gündüz 15 57 0 02 Jul 2019
ViterbiNet: A Deep Learning Based Viterbi Algorithm for Symbol Detection Nir Shlezinger Nariman Farsad Yonina C. Eldar Andrea J. Goldsmith 39 142 0 26 May 2019
Deep Signal Recovery with One-Bit Quantization Shahin Khobahi Naveed Naimipour M. Soltanalian Yonina C. Eldar 55 56 0 30 Nov 2018
One-Bit OFDM Receivers via Deep Learning Eren Balevi J. Andrews MQ 68 96 0 02 Nov 2018
Towards Image Understanding from Deep Compression without Decoding Robert Torfason Fabian Mentzer E. Agustsson Michael Tschannen Radu Timofte Luc Van Gool AI4CE 32 153 0 16 Mar 2018
Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations E. Agustsson Fabian Mentzer Michael Tschannen Lukas Cavigelli Radu Timofte Luca Benini Luc Van Gool MQ 34 481 0 03 Apr 2017
Improved Lossy Image Compression with Priming and Spatially Adaptive Bit Rates for Recurrent Networks Nick Johnston Damien Vincent David C. Minnen Michele Covell Saurabh Singh Troy T. Chinen S. Hwang Joel Shor G. Toderici 18 372 0 29 Mar 2017
Soft Weight-Sharing for Neural Network Compression Karen Ullrich Edward Meeds Max Welling 48 415 0 13 Feb 2017
End-to-end Optimized Image Compression Johannes Ballé Valero Laparra Eero P. Simoncelli DRL 57 1,696 0 05 Nov 2016
Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations Itay Hubara Matthieu Courbariaux Daniel Soudry Ran El-Yaniv Yoshua Bengio MQ 68 1,852 0 22 Sep 2016
Full Resolution Image Compression with Recurrent Neural Networks G. Toderici Damien Vincent Nick Johnston S. Hwang David C. Minnen Joel Shor Michele Covell GAN 35 825 0 18 Aug 2016
Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding Song Han Huizi Mao W. Dally 3DGS 116 8,793 0 01 Oct 2015