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Few-Shot Domain Adaptation for Learned Image Compression

17 September 2024

Tianyu Zhang

Haotian Zhang

Yuqi Li

Li Li

Dong Liu

VLM

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Papers citing "Few-Shot Domain Adaptation for Learned Image Compression"

31 / 31 papers shown

Title
An Information-Theoretic Regularizer for Lossy Neural Image Compression Yanmei Zhang Meng Wang Xihua Sheng Peilin Chen Junru Li Li Zhang Shuaiqiang Wang 445 0 0 23 Nov 2024
Domain Adaptation for Learned Image Compression with Supervised Adapters Alberto Presta Gabriele Spadaro Enzo Tartaglione Attilio Fiandrotti Marco Grangetto 36 3 0 24 Apr 2024
Dynamic Low-Rank Instance Adaptation for Universal Neural Image Compression Yue Lv Jin-Peng Xiang Jun Zhang Wenming Yang Xiao Han Wei Yang 65 14 0 15 Aug 2023
MLIC++: Linear Complexity Multi-Reference Entropy Modeling for Learned Image Compression Wei Jiang Jiayu Yang Yongqi Zhai Feng Gao Ronggang Wang 104 34 0 28 Jul 2023
Learned Image Compression with Mixed Transformer-CNN Architectures Jinming Liu Heming Sun J. Katto 86 237 0 27 Mar 2023
MLIC: Multi-Reference Entropy Model for Learned Image Compression Wei Jiang Jiayu Yang Yongqi Zhai Peirong Ning Feng Gao Ronggang Wang 65 83 0 14 Nov 2022
Universal Deep Image Compression via Content-Adaptive Optimization with Adapters Koki Tsubota Hiroaki Akutsu Kiyoharu Aizawa 53 17 0 02 Nov 2022
Generalized One-shot Domain Adaptation of Generative Adversarial Networks Zicheng Zhang Yinglu Liu Congying Han Tiande Guo Ting Yao Tao Mei GAN 150 21 0 08 Sep 2022
Cluster-to-adapt: Few Shot Domain Adaptation for Semantic Segmentation across Disjoint Labels Tarun Kalluri Manmohan Chandraker VLM 56 11 0 04 Aug 2022
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities Yisheng Song Ting-Yuan Wang S. Mondal J. P. Sahoo SLR 118 370 0 13 May 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 67 329 0 21 Mar 2022
One-Shot Adaptation of GAN in Just One CLIP Gihyun Kwon Jong Chul Ye VLM 95 44 0 17 Mar 2022
Adaptation and Attention for Neural Video Coding Nannan Zou Honglei Zhang Francesco Cricri Ramin Ghaznavi-Youvalari Hamed R. Tavakoli J. Lainema Emre B. Aksu M. Hannuksela Esa Rahtu 42 13 0 16 Dec 2021
Implicit Transformer Network for Screen Content Image Continuous Super-Resolution Jingyu Yang Sheng Shen Huanjing Yue Kun Li 41 65 0 12 Dec 2021
Instance-Adaptive Video Compression: Improving Neural Codecs by Training on the Test Set T. V. Rozendaal Johann Brehmer Yunfan Zhang Reza Pourreza Auke Wiggers Taco S. Cohen 63 24 0 19 Nov 2021
One-Shot Generative Domain Adaptation Ceyuan Yang Yujun Shen Zhiyi Zhang Yinghao Xu Jiapeng Zhu Zhirong Wu Bolei Zhou 75 52 0 18 Nov 2021
BRACS: A Dataset for BReAst Carcinoma Subtyping in H&E Histology Images N. Brancati A. Anniciello Pushpak Pati D. Riccio G. Scognamiglio ... A. Foncubierta G. Botti M. Gabrani Florinda Feroce Maria Frucci 80 126 0 08 Nov 2021
Simpler is Better: Few-shot Semantic Segmentation with Classifier Weight Transformer Zhihe Lu Sen He Xiatian Zhu Li Zhang Yi-Zhe Song Tao Xiang ViT 198 179 0 06 Aug 2021
Few-Shot Domain Adaptation with Polymorphic Transformers Shaohua Li Xiuchao Sui Jie Fu Huazhu Fu Xiangde Luo Yangqin Feng Xinxing Xu Yong Liu Daniel Ting Rick Siow Mong Goh ViT MedIm 60 20 0 10 Jul 2021
Cross-domain Few-shot Learning with Task-specific Adapters Weihong Li Xialei Liu Hakan Bilen OOD 84 116 0 01 Jul 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 477 10,367 0 17 Jun 2021
DANICE: Domain adaptation without forgetting in neural image compression Sudeep Katakol Luis Herranz Feiyu Yang M. Mrak 33 4 0 19 Apr 2021
Overfitting for Fun and Profit: Instance-Adaptive Data Compression T. V. Rozendaal Iris A. M. Huijben Taco S. Cohen 68 47 0 21 Jan 2021
Unsupervised BatchNorm Adaptation (UBNA): A Domain Adaptation Method for Semantic Segmentation Without Using Source Domain Representations Marvin Klingner Jan-Aike Termöhlen Jacob Ritterbach Tim Fingscheidt 66 39 0 17 Nov 2020
Inductive Unsupervised Domain Adaptation for Few-Shot Classification via Clustering Xin Cong Yu Bowen Tingwen Liu Shiyao Cui Hengzhu Tang Bin Wang 48 21 0 23 Jun 2020
Improving Inference for Neural Image Compression Yibo Yang Robert Bamler Stephan Mandt 74 123 0 07 Jun 2020
Content Adaptive Optimization for Neural Image Compression Joaquim Campos Simon Meierhans Abdelaziz Djelouah Christopher Schroers 52 64 0 04 Jun 2019
Joint Autoregressive and Hierarchical Priors for Learned Image Compression David C. Minnen Johannes Ballé G. Toderici 79 1,277 0 08 Sep 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 823 11,937 0 09 Mar 2017
End-to-end Optimized Image Compression Johannes Ballé Valero Laparra Eero P. Simoncelli DRL 94 1,709 0 05 Nov 2016
Density Modeling of Images using a Generalized Normalization Transformation Johannes Ballé Valero Laparra Eero P. Simoncelli 47 390 0 19 Nov 2015