Efficient Contextformer: Spatio-Channel Window Attention for Fast
Context Modeling in Learned Image Compression

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Efficient Contextformer: Spatio-Channel Window Attention for Fast Context Modeling in Learned Image Compression

25 June 2023

Eckehard Steinbach

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Papers citing "Efficient Contextformer: Spatio-Channel Window Attention for Fast Context Modeling in Learned Image Compression"

14 / 14 papers shown

Title
Computationally-Efficient Neural Image Compression with Shallow Decoders Yibo Yang Stephan Mandt 69 25 0 13 Apr 2023
Flexible Neural Image Compression via Code Editing Chenjian Gao Tongda Xu Dailan He Hongwei Qin Yan Wang 68 24 0 19 Sep 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 79 332 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 58 67 0 04 Mar 2022
Entroformer: A Transformer-based Entropy Model for Learned Image Compression Yichen Qian Ming Lin Xiuyu Sun Zhiyu Tan Rong Jin ViT 82 140 0 11 Feb 2022
FastSeq: Make Sequence Generation Faster Yu Yan Fei Hu Jiusheng Chen Nikhil Bhendawade Ting Ye Yeyun Gong Nan Duan Desheng Cui Bingyu Chi Ruifei Zhang VLM 59 15 0 08 Jun 2021
Checkerboard Context Model for Efficient Learned Image Compression Dailan He Yaoyan Zheng Baochen Sun Yan Wang Hongwei Qin 81 283 0 29 Mar 2021
Causal Contextual Prediction for Learned Image Compression Zongyu Guo Zhizheng Zhang Runsen Feng Zhibo Chen CML 54 142 0 19 Nov 2020
CompressAI: a PyTorch library and evaluation platform for end-to-end compression research Jean Bégaint Fabien Racapé Simon Feltman Akshay Pushparaja VLM 63 428 0 05 Nov 2020
Channel-wise Autoregressive Entropy Models for Learned Image Compression David C. Minnen Saurabh Singh 71 412 0 17 Jul 2020
Improving Inference for Neural Image Compression Yibo Yang Robert Bamler Stephan Mandt 85 123 0 07 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 440 13,130 0 26 May 2020
Asymmetric Gained Deep Image Compression With Continuous Rate Adaptation Ze Cui Jing Wang Shang Gao Bo Bai Tiansheng Guo Yihui Feng 76 136 0 04 Mar 2020
Image Transformer Niki Parmar Ashish Vaswani Jakob Uszkoreit Lukasz Kaiser Noam M. Shazeer Alexander Ku Dustin Tran ViT 144 1,687 0 15 Feb 2018