On Perceptual Lossy Compression: The Cost of Perceptual Reconstruction and An Optimal Training Framework

International Conference on Machine Learning (ICML), 2021

5 June 2021

Zeyu Yan

Fei Wen

R. Ying

Chao Ma

Peilin Liu

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Papers citing "On Perceptual Lossy Compression: The Cost of Perceptual Reconstruction and An Optimal Training Framework"

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Generative Latent Video Compression Zongyu Guo Zhaoyang Jia Jiahao Li Xiaoyi Zhang Bin Li Yan Lu VGen 72 0 0 11 Oct 2025
Synonymous Variational Inference for Perceptual Image Compression Zijian Liang K. Niu Changshuo Wang Jin Xu Ping Zhang 121 2 0 28 May 2025
Rate-Distortion-Perception Theory for the Quadratic Wasserstein SpaceIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2025 Xiqiang Qu Jun Chen Lei Yu Xiangyu Xu 206 1 0 24 Apr 2025
Optimal Neural Compressors for the Rate-Distortion-Perception Tradeoff Eric Lei Hamed Hassani Shirin Saeedi Bidokhti 272 3 0 21 Mar 2025
Constrained Gaussian Wasserstein Optimal Transport with Commutative Covariance Matrices Jun Chen Jing Wang Ruibin Li Zhengyu Ma Wei Dong Huan Liu Yuanhao Yu OT 250 0 0 05 Mar 2025
Survey on Visual Signal Coding and Processing with Generative Models: Technologies, Standards and OptimizationIEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), 2024 Zhibo Chen Heming Sun Li Zhang Fan Zhang 242 6 0 23 May 2024
Output-Constrained Lossy Source Coding With Application to Rate-Distortion-Perception Theory Linchao Xie Liangyan Li Jun Chen Zhongshan Zhang 129 8 0 21 Mar 2024
Point Cloud Compression via Constrained Optimal TransportIEEE International Conference on Multimedia and Expo (ICME), 2024 Zezeng Li Weimin Wang Ziliang Wang Na Lei 3DPC 134 5 0 13 Mar 2024
Rate-Distortion-Perception Tradeoff Based on the Conditional-Distribution Perception MeasureIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2024 Sadaf Salehkalaibar Jun Chen Ashish Khisti Wei Yu 204 15 0 22 Jan 2024
Idempotence and Perceptual Image CompressionInternational Conference on Learning Representations (ICLR), 2024 Tongda Xu Ziran Zhu Dailan He Yanghao Li Lina Guo ... Zhe Wang Hongwei Qin Yan Wang Jingjing Liu Ya Zhang 187 26 0 17 Jan 2024
The Rate-Distortion-Perception-Classification Tradeoff: Joint Source Coding and Modulation via Inverse-Domain GANs Junli Fang João F. C. Mota Baoshan Lu Weicheng Zhang Xuemin Hong 194 1 0 22 Dec 2023
A Neural Speech Codec for Noise Robust Speech Coding Jiayi Huang Zeyu Yan Wenbin Jiang He Wang Fei Wen 143 0 0 08 Sep 2023
EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2023 Nikolai Korber Eduard Kromer Andreas Siebert S. Hauke Daniel Mueller-Gritschneder Björn Schuller DiffM VLM 316 8 0 06 Sep 2023
Conditional Perceptual Quality Preserving Image Compression Tongda Xu Qian Zhang Yanghao Li Dailan He Zhe Wang Yuanyuan Wang Hongwei Qin Yan Wang Jingjing Liu Ya-Qin Zhang 140 8 0 16 Aug 2023
Restoration of the JPEG Maximum Lossy Compressed Face Images with Hourglass Block based on Early Stopping Discriminator Jongwook Si Sungyoung Kim CVBM 69 0 0 22 Jun 2023
On the Choice of Perception Loss Function for Learned Video CompressionNeural Information Processing Systems (NeurIPS), 2023 Sadaf Salehkalaibar Buu Phan Jun Chen Wei Yu Ashish Khisti 199 17 0 30 May 2023
Optimal Transport Based Unsupervised Restoration Learning Exploiting Degradation Sparsity Fei Wen Wei Wang Wenxian Yu Wenbin Jiang 133 0 0 29 Apr 2023
Improving Statistical Fidelity for Neural Image Compression with Implicit Local Likelihood ModelsInternational Conference on Machine Learning (ICML), 2023 Matthew Muckley Alaaeldin El-Nouby Karen Ullrich Edouard Grave Jakob Verbeek 267 82 0 26 Jan 2023
Optimally Controllable Perceptual Lossy CompressionInternational Conference on Machine Learning (ICML), 2022 Zeyu Yan Fei Wen Peilin Liu 103 18 0 21 Jun 2022
Lossy Compression with Gaussian Diffusion Lucas Theis Tim Salimans Matthew D. Hoffman Fabian Mentzer DiffM 247 96 0 17 Jun 2022
Optimal Transport for Unsupervised Denoising Learning Wei Wang Fei Wen Zeyu Yan Peilin Liu OT 190 35 0 04 Aug 2021
Universal Rate-Distortion-Perception Representations for Lossy CompressionNeural Information Processing Systems (NeurIPS), 2021 George Zhang Jingjing Qian Jun Chen Ashish Khisti 150 82 0 18 Jun 2021