CompressAI: a PyTorch library and evaluation platform for end-to-end compression research

5 November 2020

Papers citing "CompressAI: a PyTorch library and evaluation platform for end-to-end compression research"

50 / 59 papers shown

Title
Learned Image Compression with Dictionary-based Entropy Model Jingbo Lu Leheng Zhang Xingyu Zhou Mu Li Wen Li Shuhang Gu 51 0 0 01 Apr 2025
Learned Image Compression and Restoration for Digital Pathology SeonYeong Lee EonSeung Seong DongEon Lee SiYeoul Lee Yubin Cho Chunsu Park SeonHo Kim Minkyung Seo YoungSin Ko MinWoo Kim MedIm 49 0 0 31 Mar 2025
Balanced Rate-Distortion Optimization in Learned Image Compression Yichi Zhang Z. Duan Yuning Huang F. Zhu 39 1 0 27 Feb 2025
Linear Attention Modeling for Learned Image Compression Donghui Feng Zhengxue Cheng Shen Wang Ronghua Wu Hongwei Hu Guo Lu Li-Na Song 144 1 0 09 Feb 2025
An Information-Theoretic Regularizer for Lossy Neural Image Compression Yanmei Zhang Meng Wang Xihua Sheng Peilin Chen Junru Li Li Zhang S. Wang 200 0 0 23 Nov 2024
Efficient Progressive Image Compression with Variance-aware Masking Alberto Presta Enzo Tartaglione A. Fiandrotti Marco Grangetto Pamela Cosman 34 0 0 15 Nov 2024
Enhancing Learned Image Compression via Cross Window-based Attention Priyanka Mudgal Feng Liu 27 0 0 28 Oct 2024
GABIC: Graph-based Attention Block for Image Compression Gabriele Spadaro Alberto Presta Enzo Tartaglione Jhony H. Giraldo Marco Grangetto A. Fiandrotti 30 3 0 03 Oct 2024
Fast Point Cloud Geometry Compression with Context-based Residual Coding and INR-based Refinement Hao Xu Xi Zhang Xiaolin Wu 3DPC 34 1 0 06 Aug 2024
High Frequency Matters: Uncertainty Guided Image Compression with Wavelet Diffusion Juan Song Jiaxiang He Mingtao Feng Keyan Wang Yunsong Li DiffM 46 4 0 17 Jul 2024
Region of Interest Loss for Anonymizing Learned Image Compression Christoph Liebender Ranulfo Bezerra K. Ohno Satoshi Tadokoro 3DH 39 0 0 09 Jun 2024
CompGS: Efficient 3D Scene Representation via Compressed Gaussian Splatting Xiangrui Liu Xinju Wu Pingping Zhang Shiqi Wang Zhu Li Sam Kwong 3DGS 51 29 0 15 Apr 2024
CodecNeRF: Toward Fast Encoding and Decoding, Compact, and High-quality Novel-view Synthesis Gyeongjin Kang Younggeun Lee Seungjun Oh Eunbyung Park VGen 35 1 0 07 Apr 2024
FOOL: Addressing the Downlink Bottleneck in Satellite Computing with Neural Feature Compression Alireza Furutanpey Qiyang Zhang Philipp Raith Tobias Pfandzelter Shangguang Wang Schahram Dustdar 96 4 0 25 Mar 2024
CAMSIC: Content-aware Masked Image Modeling Transformer for Stereo Image Compression Xinjie Zhang Shenyuan Gao Zhening Liu Jiawei Shao Xingtong Ge Dailan He Tongda Xu Yan Wang Jun Zhang 48 1 0 13 Mar 2024
Boosting Neural Representations for Videos with a Conditional Decoder Xinjie Zhang Ren Yang Dailan He Xingtong Ge Tongda Xu Yan Wang Hongwei Qin Jun Zhang 38 15 0 28 Feb 2024
Robustly overfitting latents for flexible neural image compression Yura Perugachi-Diaz Arwin Gansekoele S. Bhulai 46 1 0 31 Jan 2024
A Training-Free Defense Framework for Robust Learned Image Compression Myungseo Song Jinyoung Choi Bohyung Han AAML 27 4 0 22 Jan 2024
Idempotence and Perceptual Image Compression Tongda Xu Ziran Zhu Dailan He Yanghao Li Lina Guo ... Zhe Wang Hongwei Qin Yan Wang Jingjing Liu Ya Zhang 43 15 0 17 Jan 2024
C3: High-performance and low-complexity neural compression from a single image or video Hyunjik Kim Matthias Bauer Lucas Theis Jonathan Richard Schwarz Emilien Dupont VGen 25 23 0 05 Dec 2023
Deep learning based Image Compression for Microscopy Images: An Empirical Study Yu Zhou Jan Sollman Jianxu Chen MedIm 21 0 0 02 Nov 2023
MLIC++: Linear Complexity Multi-Reference Entropy Modeling for Learned Image Compression Wei Jiang Jiayu Yang Yongqi Zhai Feng Gao Ronggang Wang 39 32 0 28 Jul 2023
LLIC: Large Receptive Field Transform Coding with Adaptive Weights for Learned Image Compression Wei Jiang Peirong Ning Jiayu Yang Yongqi Zhai Feng Gao Ronggang Wang 38 6 0 19 Apr 2023
Are Visual Recognition Models Robust to Image Compression? Joao Maria Janeiro Stanislav Frolov Alaaeldin El-Nouby Jakob Verbeek VLM 28 4 0 10 Apr 2023
The Stable Signature: Rooting Watermarks in Latent Diffusion Models Pierre Fernandez Guillaume Couairon Hervé Jégou Matthijs Douze Teddy Furon WIGM 20 177 0 27 Mar 2023
Precoding-oriented Massive MIMO CSI Feedback Design Fabrizio Carpi S. Venkatesan Jinfeng Du H. Viswanathan S. Garg E. Erkip 24 7 0 22 Feb 2023
Multistage Spatial Context Models for Learned Image Compression Fangzheng Lin Heming Sun Jinming Liu J. Katto 30 13 0 18 Feb 2023
PAseos Simulates the Environment for Operating multiple Spacecraft Pablo Gómez Johan Ostman V. M. Shreenath Gabriele Meoni 18 5 0 06 Feb 2023
LDMIC: Learning-based Distributed Multi-view Image Coding Xinjie Zhang Jiawei Shao Jun Zhang 27 17 0 24 Jan 2023
Content Adaptive Latents and Decoder for Neural Image Compression Guanbo Pan Guo Lu Zhihao Hu Dong Xu 38 22 0 20 Dec 2022
MLIC: Multi-Reference Entropy Model for Learned Image Compression Wei Jiang Jiayu Yang Yongqi Zhai Peirong Ning Feng Gao Ronggang Wang 30 76 0 14 Nov 2022
Toward Adaptive Semantic Communications: Efficient Data Transmission via Online Learned Nonlinear Transform Source-Channel Coding Jincheng Dai Sixian Wang Ke Yang Kailin Tan Xiaoqi Qin Zhongwei Si K. Niu Ping Zhang 25 20 0 08 Nov 2022
Improving Multi-generation Robustness of Learned Image Compression Litian Li Zheng Yang Ronggang Wang 19 2 0 31 Oct 2022
Reducing The Mismatch Between Marginal and Learned Distributions in Neural Video Compression M. Balcilar B. Damodaran Pierre Hellier 23 2 0 12 Oct 2022
Improving The Reconstruction Quality by Overfitted Decoder Bias in Neural Image Compression Oussama Jourairi M. Balcilar Anne Lambert Franccois Schnitzler 15 4 0 10 Oct 2022
Bit Allocation using Optimization Tongda Xu Han-yi Gao Chenjian Gao Yuanyuan Wang Dailan He ... Mao Ye Hongwei Qin Yan Wang Jingjing Liu Ya-Qin Zhang 56 14 0 20 Sep 2022
Lossy Image Compression with Conditional Diffusion Models Ruihan Yang Stephan Mandt DiffM 11 128 0 14 Sep 2022
Learning sparse auto-encoders for green AI image coding Cyprien Gille F. Guyard Marc Antonini Michel Barlaud 16 3 0 09 Sep 2022
Semantic Segmentation in Learned Compressed Domain Jinming Liu Heming Sun J. Katto 18 9 0 03 Sep 2022
Reducing The Amortization Gap of Entropy Bottleneck In End-to-End Image Compression M. Balcilar B. Damodaran Pierre Hellier 21 8 0 02 Sep 2022
Lossy Image Compression with Quantized Hierarchical VAEs Zhihao Duan Ming Lu Zhan Ma F. Zhu 46 43 0 27 Aug 2022
Streaming-capable High-performance Architecture of Learned Image Compression Codecs Fang-Ju Lin Heming Sun J. Katto 11 1 0 02 Aug 2022
Optimizing Image Compression via Joint Learning with Denoising Ka Leong Cheng Yueqi Xie Qifeng Chen 65 15 0 22 Jul 2022
Learned Video Compression via Heterogeneous Deformable Compensation Network Huairui Wang Zhenzhong Chen Changan Chen 48 9 0 11 Jul 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 36 318 0 21 Mar 2022
Contextformer: A Transformer with Spatio-Channel Attention for Context Modeling in Learned Image Compression A. B. Koyuncu Han Gao Atanas Boev Georgii Gaikov Elena Alshina Eckehard Steinbach ViT 39 68 0 04 Mar 2022
Post-Training Quantization for Cross-Platform Learned Image Compression Dailan He Zi Yang Yuan-Hsin Chen Qi Zhang Hongwei Qin Yan Wang MQ 42 13 0 15 Feb 2022
COIN++: Neural Compression Across Modalities Emilien Dupont H. Loya Milad Alizadeh Adam Goliñski Yee Whye Teh Arnaud Doucet 57 82 0 30 Jan 2022
End-to-End Rate-Distortion Optimized Learned Hierarchical Bi-Directional Video Compression M. Yilmaz A. Murat Tekalp 18 49 0 17 Dec 2021
Towards Robust Neural Image Compression: Adversarial Attack and Model Finetuning Tong Chen Zhan Ma AAML 22 28 0 16 Dec 2021