Exploring Vision-Language Models for Imbalanced Learning

4 April 2023

Papers citing "Exploring Vision-Language Models for Imbalanced Learning"

24 / 24 papers shown

Title
Focal-SAM: Focal Sharpness-Aware Minimization for Long-Tailed Classification Sicong Li Qianqian Xu Zhiyong Yang Zitai Wang L. Zhang Xiaochun Cao Q. Huang 51 0 0 03 May 2025
LIFT+: Lightweight Fine-Tuning for Long-Tail Learning Jiang-Xin Shi Tong Wei Yu-Feng Li 25 0 0 17 Apr 2025
Rethinking the Bias of Foundation Model under Long-tailed Distribution Jiahao Chen Bin Qin Jiangmeng Li Hao Chen Bing-Huang Su 77 0 0 27 Jan 2025
Outcome-Refining Process Supervision for Code Generation Zhuohao Yu Weizheng Gu Yidong Wang Zhengran Zeng Jindong Wang Wei Ye Shikun Zhang LRM 84 4 0 19 Dec 2024
An Individual Identity-Driven Framework for Animal Re-Identification Yihao Wu Di Zhao Jingfeng Zhang Yun Sing Koh 26 0 0 30 Oct 2024
Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition Mengke Li Y. Liu Yang Lu Yiqun Zhang Yiu-ming Cheung Hui Huang VLM 26 2 0 28 Oct 2024
Granularity Matters in Long-Tail Learning Shizhen Zhao Xin Wen J. Liu Chuofan Ma C. Yuan Xiaojuan Qi 24 0 0 21 Oct 2024
EEG-Language Modeling for Pathology Detection Sam Gijsen Kerstin Ritter 39 0 0 02 Sep 2024
Efficient and Long-Tailed Generalization for Pre-trained Vision-Language Model Jiang-Xin Shi Chi Zhang Tong Wei Yu-Feng Li VLM 22 2 0 18 Jun 2024
ChimpVLM: Ethogram-Enhanced Chimpanzee Behaviour Recognition Otto Brookes Majid Mirmehdi H. Kühl T. Burghardt 30 3 0 13 Apr 2024
A Survey on Multilingual Large Language Models: Corpora, Alignment, and Bias Yuemei Xu Ling Hu Jiayi Zhao Zihan Qiu Yuqi Ye Hanwen Gu LRM 19 36 0 01 Apr 2024
A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation Zhengbo Wang Jian Liang Lijun Sheng Ran He Zilei Wang Tieniu Tan VLM 16 21 0 06 Feb 2024
VLLaVO: Mitigating Visual Gap through LLMs Shuhao Chen Yulong Zhang Weisen Jiang Jiangang Lu Yu Zhang VLM 32 2 0 06 Jan 2024
ZooPFL: Exploring Black-box Foundation Models for Personalized Federated Learning Wang Lu Hao Yu Jindong Wang Damien Teney Haohan Wang Yiqiang Chen Qiang Yang Xing Xie Xiangyang Ji 66 8 0 08 Oct 2023
Understanding and Mitigating the Label Noise in Pre-training on Downstream Tasks Hao Chen Jindong Wang Ankit Shah Ran Tao Hongxin Wei Berfin cSimcsek Masashi Sugiyama Bhiksha Raj 22 26 0 29 Sep 2023
Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts Jiang-Xin Shi Tong Wei Zhi-Hua Zhou Jiejing Shao Xin-Yan Han Yu-Feng Li 19 26 0 18 Sep 2023
A Survey on Evaluation of Large Language Models Yu-Chu Chang Xu Wang Jindong Wang Yuanyi Wu Linyi Yang ... Yue Zhang Yi-Ju Chang Philip S. Yu Qian Yang Xingxu Xie ELM LM&MA ALM 58 1,496 0 06 Jul 2023
PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization Yidong Wang Zhuohao Yu Zhengran Zeng Linyi Yang Cunxiang Wang ... Jindong Wang Xingxu Xie Wei Ye Shi-Bo Zhang Yue Zhang ALM ELM 37 222 0 08 Jun 2023
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 388 4,110 0 28 Jan 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,412 0 11 Nov 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 322 2,249 0 02 Sep 2021
Balanced Meta-Softmax for Long-Tailed Visual Recognition Jiawei Ren Cunjun Yu Shunan Sheng Xiao Ma Haiyu Zhao Shuai Yi Hongsheng Li 159 549 0 21 Jul 2020
Equalization Loss for Long-Tailed Object Recognition Jingru Tan Changbao Wang Buyu Li Quanquan Li Wanli Ouyang Changqing Yin Junjie Yan 237 455 0 11 Mar 2020
BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition Boyan Zhou Quan Cui Xiu-Shen Wei Zhao-Min Chen 240 780 0 05 Dec 2019