Computationally-Efficient Neural Image Compression with Shallow Decoders

13 April 2023

Papers citing "Computationally-Efficient Neural Image Compression with Shallow Decoders"

16 / 16 papers shown

Title
Accelerating Learned Image Compression Through Modeling Neural Training Dynamics Yichi Zhang Zhihao Duan Yuning Huang Fengqing Zhu 187 0 0 23 May 2025
CANeRV: Content Adaptive Neural Representation for Video Compression Lv Tang Jun Zhu Xinfeng Zhang Li Zhang Siwei Ma Qingming Huang 142 1 0 10 Feb 2025
Generalization Gap in Amortized Inference Mingtian Zhang Peter Hayes David Barber BDL CML DRL 77 14 0 23 May 2022
Towards Empirical Sandwich Bounds on the Rate-Distortion Function Yibo Yang Stephan Mandt 50 24 0 23 Nov 2021
Lossless Compression with Probabilistic Circuits Hoang Trung-Dung Stephan Mandt Guy Van den Broeck TPM 44 22 0 23 Nov 2021
Overfitting for Fun and Profit: Instance-Adaptive Data Compression T. V. Rozendaal Iris A. M. Huijben Taco S. Cohen 58 47 0 21 Jan 2021
CompressAI: a PyTorch library and evaluation platform for end-to-end compression research Jean Bégaint Fabien Racapé Simon Feltman Akshay Pushparaja VLM 56 425 0 05 Nov 2020
Hierarchical Autoregressive Modeling for Neural Video Compression Ruihan Yang Yibo Yang Joseph Marino Stephan Mandt BDL VGen 144 47 0 19 Oct 2020
Channel-wise Autoregressive Entropy Models for Learned Image Compression David C. Minnen Saurabh Singh 65 410 0 17 Jul 2020
Improving Inference for Neural Image Compression Yibo Yang Robert Bamler Stephan Mandt 70 123 0 07 Jun 2020
Learning Flat Latent Manifolds with VAEs Nutan Chen Alexej Klushyn Francesco Ferroni Justin Bayer Patrick van der Smagt DRL 54 41 0 12 Feb 2020
Computationally Efficient Neural Image Compression Nick Johnston Elad Eban A. Gordon Johannes Ballé 50 54 0 18 Dec 2019
Practical Lossless Compression with Latent Variables using Bits Back Coding James Townsend Thomas Bird David Barber DRL 66 142 0 15 Jan 2019
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 329 11,734 0 11 Jan 2018
mixup: Beyond Empirical Risk Minimization Hongyi Zhang Moustapha Cissé Yann N. Dauphin David Lopez-Paz NoLa 271 9,743 0 25 Oct 2017
End-to-end optimization of nonlinear transform codes for perceptual quality Johannes Ballé Valero Laparra Eero P. Simoncelli 95 244 0 18 Jul 2016