End-to-end Learning of Compressible Features

End-to-end Learning of Compressible Features

23 July 2020

Sami Abu-El-Haija

Johannes Ballé

Abhinav Shrivastava

Papers citing "End-to-end Learning of Compressible Features"

10 / 10 papers shown

Title
Rate-Distortion-Cognition Controllable Versatile Neural Image Compression Jinming Liu Ruoyu Feng Yunpeng Qi Qiuyu Chen Zhibo Chen Wenjun Zeng Xin Jin 43 2 0 16 Jul 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 90 4 0 25 Mar 2024
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
C3-SL: Circular Convolution-Based Batch-Wise Compression for Communication-Efficient Split Learning Cheng-Yen Hsieh Yu-Chuan Chuang An-Yeu A. Wu 18 7 0 25 Jul 2022
Image Coding for Machines with Omnipotent Feature Learning Ruoyu Feng Xin Jin Zongyu Guo Runsen Feng Yixin Gao Tianyu He Zhizheng Zhang Simeng Sun Zhibo Chen VLM 27 36 0 05 Jul 2022
Recognition-Aware Learned Image Compression Maxime Kawawa-Beaudan Ryan Roggenkemper A. Zakhor 21 5 0 01 Feb 2022
Learned Image Compression for Machine Perception Felipe Codevilla Jean-Gabriel Simard Ross Goroshin C. Pal 19 20 0 03 Nov 2021
Supervised Compression for Resource-Constrained Edge Computing Systems Yoshitomo Matsubara Ruihan Yang Marco Levorato Stephan Mandt 14 56 0 21 Aug 2021
End-to-end optimized image compression for multiple machine tasks Lahiru D. Chamain Fabien Racapé Jean Bégaint Akshay Pushparaja Simon Feltman 15 22 0 06 Mar 2021
End-to-end optimization of nonlinear transform codes for perceptual quality Johannes Ballé Valero Laparra Eero P. Simoncelli 70 244 0 18 Jul 2016