Lossy Image Compression with Compressive Autoencoders

1 March 2017

Papers citing "Lossy Image Compression with Compressive Autoencoders"

50 / 171 papers shown

Title
LoC-LIC: Low Complexity Learned Image Coding Using Hierarchical Feature Transforms Ayman A. Ameen Thomas Richter André Kaup 63 0 0 30 Apr 2025
Security and Real-time FPGA integration for Learned Image Compression Alaa Mazouz Carl De Sousa Tria Sumanta Chaudhuri Attilio Fiandrotti Marco Cagnanzzo Mihai P. Mitrea Enzo Tartaglione 43 1 0 06 Mar 2025
Towards Practical Real-Time Neural Video Compression Zhaoyang Jia Bin Li Jiyang Li Wenxuan Xie Linfeng Qi Houqiang Li Yan-Heng Lu 44 2 0 28 Feb 2025
Random Forest Autoencoders for Guided Representation Learning Adrien Aumon Shuang Ni Myriam Lizotte Guy Wolf Kevin R. Moon Jake S. Rhodes 67 0 0 18 Feb 2025
CANeRV: Content Adaptive Neural Representation for Video Compression Lv Tang Jun Zhu Xinfeng Zhang Li Zhang Siwei Ma Qingming Huang 77 1 0 10 Feb 2025
An Information-Theoretic Regularizer for Lossy Neural Image Compression Yujian Zhang Meng Wang Xihua Sheng Peilin Chen Junru Li Li Zhang Shuaiqiang Wang 239 0 0 23 Nov 2024
Efficient Progressive Image Compression with Variance-aware Masking Alberto Presta Enzo Tartaglione Attilio Fiandrotti Marco Grangetto Pamela Cosman 37 0 0 15 Nov 2024
LDPM: Towards undersampled MRI reconstruction with MR-VAE and Latent Diffusion Prior Xingjian Tang Jingwei Guan Linge Li Youmei Zhang Mengye Lyu Li Yan Li Yan MedIm DiffM 29 0 0 05 Nov 2024
Enhancing Learned Image Compression via Cross Window-based Attention Priyanka Mudgal Feng Liu 30 0 0 28 Oct 2024
ElasticTok: Adaptive Tokenization for Image and Video Wilson Yan Matei A. Zaharia Volodymyr Mnih Pieter Abbeel Aleksandra Faust Hao Liu VGen 54 6 0 10 Oct 2024
Image-GS: Content-Adaptive Image Representation via 2D Gaussians Yunxiang Zhang Bingxuan Li Alexandr Kuznetsov Akshay Jindal Stavros Diolatzis Kenneth Chen Anton Sochenov Anton Kaplanyan Qi Sun 3DGS 92 4 0 02 Jul 2024
Privacy-Preserving Face Recognition Using Trainable Feature Subtraction Yuxi Mi Zhizhou Zhong Yanhua Huang Jia-Bao Ji Jianqing Xu Jun Wang Shaoming Wang Shouhong Ding Shuigeng Zhou PICV 40 13 0 19 Mar 2024
Exploration of Learned Lifting-Based Transform Structures for Fully Scalable and Accessible Wavelet-Like Image Compression Xinyue Li A. Naman David S. Taubman 27 0 0 29 Feb 2024
Robustly overfitting latents for flexible neural image compression Yura Perugachi-Diaz Arwin Gansekoele Sandjai Bhulai 46 1 0 31 Jan 2024
Rate-Distortion-Perception Tradeoff Based on the Conditional-Distribution Perception Measure Sadaf Salehkalaibar Jun Chen Ashish Khisti Wei Yu 61 11 0 22 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 27 26 0 05 Dec 2023
MobileNVC: Real-time 1080p Neural Video Compression on a Mobile Device T. V. Rozendaal Tushar Singhal Hoang Le Guillaume Sautière Amir Said ... Hitarth Mehta Frank Mayer Liang Zhang Markus Nagel Auke Wiggers 49 11 0 02 Oct 2023
MLIC++: Linear Complexity Multi-Reference Entropy Modeling for Learned Image Compression Wei Jiang Jiayu Yang Yongqi Zhai Feng Gao Ronggang Wang 47 33 0 28 Jul 2023
Hierarchical Autoencoder-based Lossy Compression for Large-scale High-resolution Scientific Data Hieu Le Jián Tao AI4CE 29 2 0 09 Jul 2023
Generative Adversarial Networks for Spatio-Spectral Compression of Hyperspectral Images Martin Hermann Paul Fuchs Akshara Preethy Byju Alisa Walda Behnood Rasti Begüm Demir DiffM 29 2 0 15 May 2023
DNN-Compressed Domain Visual Recognition with Feature Adaptation Yingpeng Deng Lina Karam 26 1 0 13 May 2023
Semantically Structured Image Compression via Irregular Group-Based Decoupling V. Sheoran Yixin Gao Shreyansh Joshi Tanisha R. Bhayani Zhibo Chen 36 13 0 04 May 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
M2T: Masking Transformers Twice for Faster Decoding Fabian Mentzer E. Agustsson Michael Tschannen 23 17 0 14 Apr 2023
Joint Task and Data Oriented Semantic Communications: A Deep Separate Source-channel Coding Scheme Jianhao Huang Dongxu Li Chenyu Huang Xiaoqi Qin Wei Zhang 33 31 0 27 Feb 2023
Raw Image Reconstruction with Learned Compact Metadata Yufei Wang Yi Yu Wenhan Yang Lanqing Guo Lap-Pui Chau Alex C. Kot Bihan Wen 44 18 0 25 Feb 2023
Modality-Agnostic Variational Compression of Implicit Neural Representations Jonathan Richard Schwarz Jihoon Tack Yee Whye Teh Jaeho Lee Jinwoo Shin 34 25 0 23 Jan 2023
NIRVANA: Neural Implicit Representations of Videos with Adaptive Networks and Autoregressive Patch-wise Modeling Shishira R. Maiya Sharath Girish Max Ehrlich Hanyu Wang Kwot Sin Lee Patrick Poirson Pengxiang Wu Chen Wang Abhinav Shrivastava VGen 47 40 0 30 Dec 2022
Semantics-Empowered Communication: A Tutorial-cum-Survey Zhilin Lu Rongpeng Li Kun Lu Xianfu Chen Ekram Hossain Zhifeng Zhao Honggang Zhang 46 19 0 16 Dec 2022
Improved Representation Learning Through Tensorized Autoencoders P. Esser Satyaki Mukherjee Mahalakshmi Sabanayagam D. Ghoshdastidar SSL GNN OOD DRL 46 0 0 02 Dec 2022
MLIC: Multi-Reference Entropy Model for Learned Image Compression Wei Jiang Jiayu Yang Yongqi Zhai Peirong Ning Feng Gao Ronggang Wang 30 79 0 14 Nov 2022
Advancing Learned Video Compression with In-loop Frame Prediction Ren Yang Radu Timofte Luc Van Gool 21 27 0 13 Nov 2022
Improving Multi-generation Robustness of Learned Image Compression Litian Li Zheng Yang Ronggang Wang 28 2 0 31 Oct 2022
Attention-Based Generative Neural Image Compression on Solar Dynamics Observatory Ali Zafari Atefeh Khoshkhahtinat P. Mehta Nasser M. Nasrabadi B. Thompson D. D. Silva M. Kirk 13 9 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
Flexible Neural Image Compression via Code Editing Chenjian Gao Tongda Xu Dailan He Hongwei Qin Yan Wang 46 24 0 19 Sep 2022
Lossy Image Compression with Conditional Diffusion Models Ruihan Yang Stephan Mandt DiffM 11 128 0 14 Sep 2022
Deep Lossy Plus Residual Coding for Lossless and Near-lossless Image Compression Yuanchao Bai Xianming Liu Kai Wang Xiangyang Ji Xiaoling Wu Wen Gao 32 22 0 11 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
Learned Image Compression with Generalized Octave Convolution and Cross-Resolution Parameter Estimation H. Fu Feng Liang 16 16 0 07 Sep 2022
Reducing The Amortization Gap of Entropy Bottleneck In End-to-End Image Compression M. Balcilar B. Damodaran Pierre Hellier 29 8 0 02 Sep 2022
Learned Lossless Image Compression With Combined Autoregressive Models And Attention Modules Ran Wang Jinming Liu Heming Sun J. Katto 31 0 0 30 Aug 2022
Lossy Image Compression with Quantized Hierarchical VAEs Zhihao Duan Ming Lu Zhan Ma F. Zhu 46 43 0 27 Aug 2022
Learned Lossless JPEG Transcoding via Joint Lossy and Residual Compression Xiaoshuai Fan Xin Li Zhibo Chen 42 1 0 24 Aug 2022
A Low-Complexity Approach to Rate-Distortion Optimized Variable Bit-Rate Compression for Split DNN Computing Parual Datta Nilesh A. Ahuja V. Somayazulu Omesh Tickoo 19 14 0 24 Aug 2022
Semi-supervised classification using a supervised autoencoder for biomedical applications Cyprien Gille F. Guyard Michel Barlaud 23 3 0 22 Aug 2022
Towards Semantic Communications: Deep Learning-Based Image Semantic Coding Danlan Huang Fei Gao Xiaoming Tao Qiyuan Du Jianhua Lu 20 152 0 08 Aug 2022
Optimizing Image Compression via Joint Learning with Denoising Ka Leong Cheng Yueqi Xie Qifeng Chen 68 15 0 22 Jul 2022
Hybrid Spatial-Temporal Entropy Modelling for Neural Video Compression Jiahao Li Bin Li Yan Lu 33 152 0 13 Jul 2022
Lossy Compression with Gaussian Diffusion Lucas Theis Tim Salimans Matthew D. Hoffman Fabian Mentzer DiffM 38 78 0 17 Jun 2022