A Fast Transformer-based General-Purpose Lossless Compressor

A Fast Transformer-based General-Purpose Lossless Compressor

30 March 2022

Yufei Cui

Papers citing "A Fast Transformer-based General-Purpose Lossless Compressor"

15 / 15 papers shown

Title
Lossless Compression of Large Language Model-Generated Text via Next-Token Prediction Yu Mao Holger Pirk Chun Jason Xue 21 0 0 07 May 2025
Easz: An Agile Transformer-based Image Compression Framework for Resource-constrained IoTs Yu Mao Jingzong Li Jun Wang Hong Xu Tei-Wei Kuo Nan Guan Chun Jason Xue 24 0 0 03 May 2025
WISE: A Framework for Gigapixel Whole-Slide-Image Lossless Compression Yu Mao Jun Wang Nan Guan Chun Jason Xue 57 0 0 23 Mar 2025
An Enhanced Text Compression Approach Using Transformer-based Language Models C. M. Rahman Mahbub E Sobhani Anika Tasnim Rodela Swakkhar Shatabda 69 0 0 15 Dec 2024
Compression via Pre-trained Transformers: A Study on Byte-Level Multimodal Data David Heurtel-Depeiges Anian Ruoss Joel Veness Tim Genewein 25 1 0 07 Oct 2024
GenDDS: Generating Diverse Driving Video Scenarios with Prompt-to-Video Generative Model Yongjie Fu Yunlong Li Xuan Di VGen 35 2 0 28 Aug 2024
RW-NSGCN: A Robust Approach to Structural Attacks via Negative Sampling Shuqi He Jun Zhuang Ding Wang Jun Song AAML 35 0 0 13 Aug 2024
Ranking LLMs by compression Peijia Guo Ziguang Li Haibo Hu Chao Huang Ming Li Rui Zhang 36 1 0 20 Jun 2024
Debiasing Machine Unlearning with Counterfactual Examples Ziheng Chen Jia Wang Jun Zhuang Abbavaram Gowtham Reddy Fabrizio Silvestri Jin Huang Kaushiki Nag Kun Kuang Xin Ning Gabriele Tolomei MU CML 35 3 0 24 Apr 2024
EcoSense: Energy-Efficient Intelligent Sensing for In-Shore Ship Detection through Edge-Cloud Collaboration Wenjun Huang Hanning Chen Yang Ni Arghavan Rezvani Sanggeon Yun Sungheon Jeon Eric Pedley Mohsen Imani 36 5 0 20 Mar 2024
On the Compressibility of Quantized Large Language Models Yu Mao Weilan Wang Hongchao Du Nan Guan Chun Jason Xue MQ 28 6 0 03 Mar 2024
Towards Optimal Learning of Language Models Yuxian Gu Li Dong Y. Hao Qingxiu Dong Minlie Huang Furu Wei 36 7 0 27 Feb 2024
Language Modeling Is Compression Grégoire Delétang Anian Ruoss Paul-Ambroise Duquenne Elliot Catt Tim Genewein ... Wenliang Kevin Li Matthew Aitchison Laurent Orseau Marcus Hutter J. Veness AI4CE 32 131 0 19 Sep 2023
Approximating Human-Like Few-shot Learning with GPT-based Compression C.-Y. Huang Yuqing Xie Zhiying Jiang Jimmy J. Lin Ming Li 20 9 0 14 Aug 2023
GeneFormer: Learned Gene Compression using Transformer-based Context Modeling Zhanbei Cui Yuze Liao Tongda Xu Yan Wang 13 6 0 16 Dec 2022