Large Language Model for Lossless Image Compression with Visual Prompts

22 February 2025

Papers citing "Large Language Model for Lossless Image Compression with Visual Prompts"

31 / 31 papers shown

Title
DualComp: End-to-End Learning of a Unified Dual-Modality Lossless Compressor Yan Zhao Zhengxue Cheng Junxuan Zhang Qunshan Gu Qi Wang Li Song VLM 17 0 0 22 May 2025
LossAgent: Towards Any Optimization Objectives for Image Processing with LLM Agents Bingchen Li Xin Li Yiting Lu Zhibo Chen 145 1 0 05 Dec 2024
How Well Can Vision Language Models See Image Details? Chenhui Gou Abdulwahab Felemban Faizan Farooq Khan Deyao Zhu Jianfei Cai Hamid Rezatofighi Mohamed Elhoseiny VLM MLLM 59 4 0 07 Aug 2024
LM4LV: A Frozen Large Language Model for Low-level Vision Tasks Boyang Zheng Jinjin Gu Shijun Li Chao Dong VLM MLLM 34 4 0 24 May 2024
SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation Yuying Ge Sijie Zhao Jinguo Zhu Yixiao Ge Kun Yi Lin Song Chen Li Xiaohan Ding Ying Shan VLM 96 130 0 22 Apr 2024
LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model Senqiao Yang Tianyuan Qu Xin Lai Zhuotao Tian Bohao Peng Shu Liu Jiaya Jia VLM 61 30 0 28 Dec 2023
Frequency-Aware Transformer for Learned Image Compression Han Li Shaohui Li Wenrui Dai Chenglin Li Junni Zou H. Xiong ViT 79 29 0 25 Oct 2023
Frozen Transformers in Language Models Are Effective Visual Encoder Layers Ziqi Pang Ziyang Xie Yunze Man Yu-Xiong Wang 91 28 0 19 Oct 2023
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 88 142 0 19 Sep 2023
MLIC++: Linear Complexity Multi-Reference Entropy Modeling for Learned Image Compression Wei Jiang Jiayu Yang Yongqi Zhai Feng Gao Ronggang Wang 61 33 0 28 Jul 2023
VisionLLM: Large Language Model is also an Open-Ended Decoder for Vision-Centric Tasks Wen Wang Zhe Chen Xiaokang Chen Jiannan Wu Xizhou Zhu ... Ping Luo Tong Lu Jie Zhou Yu Qiao Jifeng Dai MLLM VLM 64 481 0 18 May 2023
Learned Image Compression with Mixed Transformer-CNN Architectures Jinming Liu Heming Sun J. Katto 73 234 0 27 Mar 2023
Bit Allocation using Optimization Tongda Xu Han-yi Gao Chenjian Gao Yuanyuan Wang Dailan He ... Mao Ye Hongwei Qin Yan Wang Jingjing Liu Ya-Qin Zhang 73 16 0 20 Sep 2022
Deep Lossy Plus Residual Coding for Lossless and Near-lossless Image Compression Yuanchao Bai Xianming Liu Kai Wang Xiangyang Ji Xiaoling Wu Wen Gao 57 24 0 11 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 54 329 0 21 Mar 2022
The Devil Is in the Details: Window-based Attention for Image Compression Renjie Zou Chunfeng Song Zhaoxiang Zhang ViT 32 215 0 16 Mar 2022
aiWave: Volumetric Image Compression with 3-D Trained Affine Wavelet-like Transform Dongmei Xue Haichuan Ma L. Li Dong Liu Zhiwei Xiong MedIm 40 24 0 11 Mar 2022
iFlow: Numerically Invertible Flows for Efficient Lossless Compression via a Uniform Coder Shifeng Zhang Ning Kang Tom Ryder Zhenguo Li 42 31 0 01 Nov 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 371 10,273 0 17 Jun 2021
iVPF: Numerical Invertible Volume Preserving Flow for Efficient Lossless Compression Shifeng Zhang Chen Zhang Ning Kang Zhenguo Li 53 38 0 30 Mar 2021
Checkerboard Context Model for Efficient Learned Image Compression Dailan He Yaoyan Zheng Baochen Sun Yan Wang Hongwei Qin 64 281 0 29 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 415 21,347 0 25 Mar 2021
Learning Better Lossless Compression Using Lossy Compression Fabian Mentzer Luc Van Gool Michael Tschannen 105 71 0 23 Mar 2020
Parameter-Efficient Transfer Learning for NLP N. Houlsby A. Giurgiu Stanislaw Jastrzebski Bruna Morrone Quentin de Laroussilhe Andrea Gesmundo Mona Attariyan Sylvain Gelly 208 4,439 0 02 Feb 2019
Practical Full Resolution Learned Lossless Image Compression Fabian Mentzer E. Agustsson Michael Tschannen Radu Timofte Luc Van Gool 59 197 0 30 Nov 2018
PIRM Challenge on Perceptual Image Enhancement on Smartphones: Report Andrey D. Ignatov Radu Timofte Thang Vu Tung M. Luu T. Pham ... T. Nimisha Praveen Kandula A. N. Rajagopalan Jie Liu Cheolkon Jung SupR 70 134 0 03 Oct 2018
Joint Autoregressive and Hierarchical Priors for Learned Image Compression David C. Minnen Johannes Ballé G. Toderici 67 1,269 0 08 Sep 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 644 130,942 0 12 Jun 2017
Conditional Image Generation with PixelCNN Decoders Aaron van den Oord Nal Kalchbrenner Oriol Vinyals L. Espeholt Alex Graves Koray Kavukcuoglu VLM 183 2,506 0 16 Jun 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 449 2,566 0 25 Jan 2016
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.6K 39,472 0 01 Sep 2014