v1v2 (latest)

Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations

3 April 2017

Radu Timofte

Luca Benini

Luc Van Gool

ArXiv (abs)PDF HTML

Papers citing "Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations"

50 / 135 papers shown

Title
Psychoacoustic Calibration of Loss Functions for Efficient End-to-End Neural Audio Coding Kai Zhen Mi Suk Lee Jongmo Sung Seung-Wha Beack Minje Kim 67 21 0 31 Dec 2020
Learned Multi-Resolution Variable-Rate Image Compression with Octave-based Residual Blocks Mohammad Akbari Jie Liang Jingning Han Chengjie Tu 59 21 0 31 Dec 2020
Learned Block-based Hybrid Image Compression Yaojun Wu Xin Li Zhizheng Zhang Xin Jin Zhibo Chen 64 58 0 17 Dec 2020
Causal Contextual Prediction for Learned Image Compression Zongyu Guo Zhizheng Zhang Runsen Feng Zhibo Chen CML 79 144 0 19 Nov 2020
Learning to Compress Videos without Computing Motion Meixu Chen T. Goodall Anjul Patney A. Bovik 33 10 0 29 Sep 2020
Improving Deep Video Compression by Resolution-adaptive Flow Coding Zhihao Hu Zhenghao Chen Dong Xu Guo Lu Wanli Ouyang S. O. O. ScienceTechnology 111 126 0 13 Sep 2020
Compressing Deep Neural Networks via Layer Fusion James OÑeill Greg Ver Steeg Aram Galstyan AI4CE 31 5 0 29 Jul 2020
Channel-Level Variable Quantization Network for Deep Image Compression Zhisheng Zhong Hiroaki Akutsu Kiyoharu Aizawa 35 20 0 15 Jul 2020
Accelerated MRI with Un-trained Neural Networks Mohammad Zalbagi Darestani Reinhard Heckel 73 4 0 06 Jul 2020
Learning for Video Compression with Recurrent Auto-Encoder and Recurrent Probability Model Ren Yang Fabian Mentzer Luc Van Gool Radu Timofte 89 140 0 24 Jun 2020
GIFnets: Differentiable GIF Encoding Framework Innfarn Yoo Xiyang Luo Yilin Wang Feng Yang P. Milanfar 53 4 0 24 Jun 2020
High-Fidelity Generative Image Compression Fabian Mentzer G. Toderici Michael Tschannen E. Agustsson 137 478 0 17 Jun 2020
Universally Quantized Neural Compression E. Agustsson Lucas Theis MQ 132 90 0 17 Jun 2020
Dissimilarity Mixture Autoencoder for Deep Clustering Juan S. Lara Fabio A. González 78 5 0 15 Jun 2020
Improving Inference for Neural Image Compression Yibo Yang Robert Bamler Stephan Mandt 97 123 0 07 Jun 2020
An Overview of Neural Network Compression James OÑeill AI4CE 160 100 0 05 Jun 2020
Sparse Mixture of Local Experts for Efficient Speech Enhancement Aswin Sivaraman Minje Kim MoE 59 13 0 16 May 2020
PatchVAE: Learning Local Latent Codes for Recognition Kamal Gupta Saurabh Singh Abhinav Shrivastava SSL DRL 51 20 0 07 Apr 2020
Content Adaptive and Error Propagation Aware Deep Video Compression Guo Lu Chunlei Cai Xiaoyun Zhang Li Chen Wanli Ouyang Dong Xu Zhiyong Gao 64 148 0 25 Mar 2020
Learning Better Lossless Compression Using Lossy Compression Fabian Mentzer Luc Van Gool Michael Tschannen 146 72 0 23 Mar 2020
Learning to Structure an Image with Few Colors Yunzhong Hou Liang Zheng Stephen Gould MQ 90 20 0 17 Mar 2020
Asymmetric Gained Deep Image Compression With Continuous Rate Adaptation Ze Cui Jing Wang Shang Gao Bo Bai Tiansheng Guo Yihui Feng 96 137 0 04 Mar 2020
Learning for Video Compression with Hierarchical Quality and Recurrent Enhancement Ren Yang Fabian Mentzer Luc Van Gool Radu Timofte 91 209 0 04 Mar 2020
Generalized Octave Convolutions for Learned Multi-Frequency Image Compression Mohammad Akbari Jie Liang Jingning Han Chengjie Tu 81 19 0 24 Feb 2020
Hierarchical Quantized Autoencoders Will Williams Sam Ringer T. Ash John Hughes D. Macleod Jamie Dougherty BDL DRL 82 66 0 19 Feb 2020
Efficient And Scalable Neural Residual Waveform Coding With Collaborative Quantization Kai Zhen Mi Suk Lee Jongmo Sung Seungkwon Beack Minje Kim 98 20 0 13 Feb 2020
Saliency Driven Perceptual Image Compression Yash J. Patel Srikar Appalaraju R. Manmatha 60 6 0 12 Feb 2020
Learning End-to-End Lossy Image Compression: A Benchmark Yueyu Hu Wenhan Yang Zhan Ma Jiaying Liu 129 166 0 10 Feb 2020
A Unified End-to-End Framework for Efficient Deep Image Compression Jiaheng Liu Guo Lu Zhihao Hu Dong Xu 128 107 0 09 Feb 2020
Deep Learning-based Image Compression with Trellis Coded Quantization Binglin Li Mohammad Akbari Jie Liang Yang Wang MQ 41 9 0 26 Jan 2020
A GAN-based Tunable Image Compression System Lirong Wu Kejie Huang Haibin Shen GAN 78 43 0 18 Jan 2020
Learned Variable-Rate Image Compression with Residual Divisive Normalization Mohammad Akbari Jie Liang Jingning Han Chengjie Tu 49 25 0 11 Dec 2019
Sibling Neural Estimators: Improving Iterative Image Decoding with Gradient Communication A. Mali Alexander Ororbia C. Lee Giles GAN 53 6 0 20 Nov 2019
Denoising and Regularization via Exploiting the Structural Bias of Convolutional Generators Reinhard Heckel Mahdi Soltanolkotabi DiffM 106 83 0 31 Oct 2019
Utilising Low Complexity CNNs to Lift Non-Local Redundancies in Video Coding Jan P. Klopp Liang-Gee Chen Shao-Yi Chien 73 11 0 19 Oct 2019
Observer Dependent Lossy Image Compression Maurice Weber Cédric Renggli H. Grabner Ce Zhang 65 7 0 08 Oct 2019
Variable Rate Deep Image Compression With a Conditional Autoencoder Yoojin Choi Mostafa El-Khamy Jungwon Lee DRL 94 227 0 11 Sep 2019
EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerators Lukas Cavigelli Georg Rutishauser Luca Benini MQ 64 34 0 30 Aug 2019
Video Compression With Rate-Distortion Autoencoders A. Habibian T. V. Rozendaal Jakub M. Tomczak Taco S. Cohen VGen 90 202 0 14 Aug 2019
DSIC: Deep Stereo Image Compression Jerry Liu Shenlong Wang R. Urtasun 62 45 0 09 Aug 2019
Deep Task-Based Quantization Nir Shlezinger Yonina C. Eldar MQ 53 61 0 01 Aug 2019
Deep Perceptual Compression Yash J. Patel Srikar Appalaraju R. Manmatha 67 25 0 18 Jul 2019
Improved Hybrid Layered Image Compression using Deep Learning and Traditional Codecs H. Fu F. Liang Bo Lei Nai Bian Qian Zhang Mohammad Akbari Jie Liang Chengjie Tu 44 22 0 15 Jul 2019
Regularizing linear inverse problems with convolutional neural networks Reinhard Heckel 74 22 0 06 Jul 2019
A Deep Image Compression Framework for Face Recognition Nai Bian F. Liang H. Fu Bo Lei CVBM 36 8 0 03 Jul 2019
Cascaded Cross-Module Residual Learning towards Lightweight End-to-End Speech Coding Kai Zhen Jongmo Sung Mi Suk Lee Seungkwon Beack Minje Kim 84 40 0 18 Jun 2019
Quantization-Based Regularization for Autoencoders Hanwei Wu M. Flierl DRL 49 2 0 27 May 2019
Additive Noise Annealing and Approximation Properties of Quantized Neural Networks Matteo Spallanzani Lukas Cavigelli G. P. Leonardi Marko Bertogna Luca Benini 56 16 0 24 May 2019
Non-local Attention Optimized Deep Image Compression Haojie Liu Tong Chen Peiyao Guo Qiu Shen Xun Cao Yao Wang Zhan Ma 84 258 0 22 Apr 2019
Image and Video Compression with Neural Networks: A Review Siwei Ma Xinfeng Zhang Chuanmin Jia Zhenghui Zhao Shiqi Wang Shanshe Wang 80 348 0 07 Apr 2019