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FEDS: Feature and Entropy-Based Distillation Strategy for Efficient Learned Image Compression

9 March 2025

Papers citing "FEDS: Feature and Entropy-Based Distillation Strategy for Efficient Learned Image Compression"

28 / 28 papers shown

Title
Learned Image Compression with Mixed Transformer-CNN Architectures Jinming Liu Heming Sun J. Katto 86 236 0 27 Mar 2023
MLIC: Multi-Reference Entropy Model for Learned Image Compression Wei Jiang Jiayu Yang Yongqi Zhai Peirong Ning Feng Gao Ronggang Wang 65 83 0 14 Nov 2022
Learned Image Compression with Generalized Octave Convolution and Cross-Resolution Parameter Estimation H. Fu Feng Liang 56 16 0 07 Sep 2022
ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contextual Adaptive Coding Dailan He Zi Yang Weikun Peng Rui Ma Hongwei Qin Yan Wang 64 329 0 21 Mar 2022
The Devil Is in the Details: Window-based Attention for Image Compression Renjie Zou Chunfeng Song Zhaoxiang Zhang ViT 43 217 0 16 Mar 2022
Entroformer: A Transformer-based Entropy Model for Learned Image Compression Yichen Qian Ming Lin Xiuyu Sun Zhiyu Tan Rong Jin ViT 69 140 0 11 Feb 2022
Microdosing: Knowledge Distillation for GAN based Compression Leonhard Helminger Roberto Azevedo Abdelaziz Djelouah Markus Gross Christopher Schroers 40 3 0 07 Jan 2022
Joint Global and Local Hierarchical Priors for Learned Image Compression Jun-Hyuk Kim Byeongho Heo Jong-Seok Lee 78 85 0 08 Dec 2021
Focal and Global Knowledge Distillation for Detectors Zhendong Yang Zhe Li Xiaohu Jiang Yuan Gong Zehuan Yuan Danpei Zhao Chun Yuan FedML ObjD 61 257 0 23 Nov 2021
Swin Transformer V2: Scaling Up Capacity and Resolution Ze Liu Han Hu Yutong Lin Zhuliang Yao Zhenda Xie ... Yue Cao Zheng Zhang Li Dong Furu Wei B. Guo ViT 215 1,813 0 18 Nov 2021
Enhanced Invertible Encoding for Learned Image Compression Yueqi Xie Ka Leong Cheng Qifeng Chen 75 191 0 08 Aug 2021
Learned Image Compression with Gaussian-Laplacian-Logistic Mixture Model and Concatenated Residual Modules H. Fu F. Liang Jianping Lin Bing Li Mohammad Akbari Jie Liang Guohe Zhang Dong Liu Chengjie Tu Jingning Han 73 55 0 14 Jul 2021
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation Xiuye Gu Nayeon Lee Weicheng Kuo Huayu Chen VLM ObjD 283 917 0 28 Apr 2021
Checkerboard Context Model for Efficient Learned Image Compression Dailan He Yaoyan Zheng Baochen Sun Yan Wang Hongwei Qin 67 281 0 29 Mar 2021
Distilling a Powerful Student Model via Online Knowledge Distillation Shaojie Li Mingbao Lin Yan Wang Yongjian Wu Yonghong Tian Ling Shao Rongrong Ji FedML 77 47 0 26 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 453 21,439 0 25 Mar 2021
Learned Multi-Resolution Variable-Rate Image Compression with Octave-based Residual Blocks Mohammad Akbari Jie Liang Jingning Han Chengjie Tu 48 20 0 31 Dec 2020
Channel-wise Autoregressive Entropy Models for Learned Image Compression David C. Minnen Saurabh Singh 69 410 0 17 Jul 2020
Distilling portable Generative Adversarial Networks for Image Translation Hanting Chen Yunhe Wang Han Shu Changyuan Wen Chunjing Xu Boxin Shi Chao Xu Chang Xu 146 83 0 07 Mar 2020
Learning End-to-End Lossy Image Compression: A Benchmark Yueyu Hu Wenhan Yang Zhan Ma Jiaying Liu 79 161 0 10 Feb 2020
A Comprehensive Benchmark for Single Image Compression Artifacts Reduction Jiaying Liu Dong Liu Wenhan Yang Sifeng Xia Xiaoshuai Zhang Yuanying Dai 76 73 0 09 Sep 2019
Similarity-Preserving Knowledge Distillation Frederick Tung Greg Mori 124 978 0 23 Jul 2019
Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution Yunpeng Chen Haoqi Fan Bing Xu Zhicheng Yan Yannis Kalantidis Marcus Rohrbach Shuicheng Yan Jiashi Feng 103 560 0 10 Apr 2019
A Comprehensive Overhaul of Feature Distillation Byeongho Heo Jeesoo Kim Sangdoo Yun Hyojin Park Nojun Kwak J. Choi 83 580 0 03 Apr 2019
Joint Autoregressive and Hierarchical Priors for Learned Image Compression David C. Minnen Johannes Ballé G. Toderici 79 1,275 0 08 Sep 2018
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 289 8,906 0 21 Nov 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 362 19,660 0 09 Mar 2015