v1v2 (latest)

Learning Robust Global Representations by Penalizing Local Predictive Power

Neural Information Processing Systems (NeurIPS), 2019

29 May 2019

Papers citing "Learning Robust Global Representations by Penalizing Local Predictive Power"

50 / 812 papers shown

Title
AmorLIP: Efficient Language-Image Pretraining via Amortization Haotian Sun Yitong Li Yuchen Zhuang Niao He Hanjun Dai Bo Dai VLM 304 1 0 25 May 2025
FDBPL: Faster Distillation-Based Prompt Learning for Region-Aware Vision-Language Models AdaptationExpert systems with applications (ESWA), 2025 Zherui Zhang Jiaxin Wu Changwei Wang Rongtao Xu Longzhao Huang Wenhao Xu Wenbo Xu Li Guo Shibiao Xu VLM VPVLM 387 1 0 23 May 2025
NeuroTrails: Training with Dynamic Sparse Heads as the Key to Effective Ensembling Bram Grooten Farid Hasanov Chenxiang Zhang Q. Xiao Boqian Wu ... Shiwei Liu L. Yin Elena Mocanu Mykola Pechenizkiy Decebal Constantin Mocanu 240 0 0 23 May 2025
Ranked Entropy Minimization for Continual Test-Time Adaptation Jisu Han Jaemin Na Wonjun Hwang TTA 218 5 0 22 May 2025
Know When to Abstain: Optimal Selective Classification with Likelihood Ratios Alvin Heng Harold Soh 310 0 0 21 May 2025
Beginning with You: Perceptual-Initialization Improves Vision-Language Representation and Alignment Yang Hu Runchen Wang Stephen Chong Zhao Xuhui Zhan Do Hun Kim Mark Wallace David A. Tovar VLM 255 0 0 20 May 2025
StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity AlignmentInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 Younghyun Kim Jongheon Jeong Sangkyung Kwak Kyungmin Lee Juho Lee Jinwoo Shin 301 0 0 19 May 2025
From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection Lincan Cai Jingxuan Kang Shuang Li Wenxuan Ma Binhui Xie Zhida Qin Jian Liang VLM 265 2 0 19 May 2025
Uniformity First: Uniformity-aware Test-time Adaptation of Vision-language Models against Image Corruption Kazuki Adachi Shin'ya Yamaguchi Tomoki Hamagami VLM 267 1 0 19 May 2025
Generalizable Vision-Language Few-Shot Adaptation with Predictive Prompts and Negative Learning Sriram Mandalika VLM 222 0 0 16 May 2025
MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models Yuncheng Guo Xiaodong Gu OffRL VLM 200 0 0 15 May 2025
Simple yet Effective Semi-supervised Knowledge Distillation from Vision-Language Models via Dual-Head Optimization Seongjae Kang Dong Bok Lee Hyungjoon Jang Sung Ju Hwang VLM 368 1 0 12 May 2025
OpenworldAUC: Towards Unified Evaluation and Optimization for Open-world Prompt Tuning Cong Hua Qianqian Xu Zhiyong Yang Zitai Wang Shilong Bao Qingming Huang VLM 258 8 0 08 May 2025
ORXE: Orchestrating Experts for Dynamically Configurable Efficiency Qingyuan Wang Guoxin Wang B. Cardiff Deepu John 203 0 0 07 May 2025
Enhancing Target-unspecific Tasks through a Features Matrix Fangming Cui Yonggang Zhang Xuan Wang Xinmei Tian Jun Yu AAML 587 4 0 06 May 2025
Using Knowledge Graphs to harvest datasets for efficient CLIP model training Simon Ging Sebastian Walter Jelena Bratulić Johannes Dienert Hannah Bast Thomas Brox CLIP 251 0 0 05 May 2025
Focal-SAM: Focal Sharpness-Aware Minimization for Long-Tailed Classification Sicong Li Qianqian Xu Zhiyong Yang Zitai Wang Li Zhang Xiaochun Cao Qingming Huang 353 3 0 03 May 2025
Diff-Prompt: Diffusion-Driven Prompt Generator with Mask SupervisionInternational Conference on Learning Representations (ICLR), 2025 Weicai Yan Wang Lin Zirun Guo Ye Wang Fangming Feng Xiaoda Yang Liang Luo Tao Jin DiffM 602 5 0 30 Apr 2025
FedMVP: Federated Multimodal Visual Prompt Tuning for Vision-Language Models Mainak Singha Subhankar Roy Sarthak Mehrotra Ankit Jha Moloud Abdar Biplab Banerjee Elisa Ricci VLM VPVLM 489 1 0 29 Apr 2025
CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey Jindong Li Yongqian Li Yali Fu Jiahong Liu Yixin Liu Menglin Yang Irwin King VLM 276 2 0 19 Apr 2025
Post-pre-training for Modality Alignment in Vision-Language Foundation ModelsComputer Vision and Pattern Recognition (CVPR), 2025 Shinýa Yamaguchi Dewei Feng Sekitoshi Kanai Kazuki Adachi Daiki Chijiwa VLM 218 8 0 17 Apr 2025
Perception Encoder: The best visual embeddings are not at the output of the network Daniel Bolya Po-Yao (Bernie) Huang Peize Sun Jang Hyun Cho Andrea Madotto ... Shiyu Dong Nikhila Ravi Daniel Li Piotr Dollár Christoph Feichtenhofer ObjD VOS 568 92 0 17 Apr 2025
Logits DeConfusion with CLIP for Few-Shot LearningComputer Vision and Pattern Recognition (CVPR), 2025 Shuo Li Fan Liu Zehua Hao Xingyu Wang Lingling Li Xianglong Liu Puhua Chen Wenping Ma VLM 228 3 0 16 Apr 2025
R-TPT: Improving Adversarial Robustness of Vision-Language Models through Test-Time Prompt TuningComputer Vision and Pattern Recognition (CVPR), 2025 Lijun Sheng Jian Liang Liang Luo Ran He AAML VLM 319 11 0 15 Apr 2025
Bayesian Cross-Modal Alignment Learning for Few-Shot Out-of-Distribution GeneralizationAAAI Conference on Artificial Intelligence (AAAI), 2023 Lin Zhu Yifeng Yang Zichao Nie Yuan Gao VLM 341 0 0 13 Apr 2025
Self-Bootstrapping for Versatile Test-Time Adaptation Shuaicheng Niu Guohao Chen P. Zhao Tianyi Wang Pengcheng Wu Zhiqi Shen ViT TTA 281 2 0 10 Apr 2025
ZIP: An Efficient Zeroth-order Prompt Tuning for Black-box Vision-Language ModelsInternational Conference on Learning Representations (ICLR), 2025 Seonghwan Park Jaehyeon Jeong Yongjun Kim Jaeho Lee Namhoon Lee VLM 234 5 0 09 Apr 2025
Resilience of Vision Transformers for Domain Generalisation in the Presence of Out-of-Distribution Noisy Images Hamza Riaz Alan F. Smeaton 202 0 0 05 Apr 2025
Pyramid-based Mamba Multi-class Unsupervised Anomaly Detection Nasar Iqbal Niki Martinel Mamba 197 1 0 04 Apr 2025
UniViTAR: Unified Vision Transformer with Native Resolution Limeng Qiao Yiyang Gan Bairui Wang Jie Qin Shuang Xu Siqi Yang Lin Ma 408 2 0 02 Apr 2025
AdPO: Enhancing the Adversarial Robustness of Large Vision-Language Models with Preference Optimization Chaohu Liu Tianyi Gui Yu Liu Linli Xu VLM AAML 298 3 0 02 Apr 2025
COSMIC: Clique-Oriented Semantic Multi-space Integration for Robust CLIP Test-Time AdaptationComputer Vision and Pattern Recognition (CVPR), 2025 Fanding Huang Jingyan Jiang Qinting Jiang Hebei Li Faisal Nadeem Khan Zhi Wang VLM 244 2 0 30 Mar 2025
LSNet: See Large, Focus SmallComputer Vision and Pattern Recognition (CVPR), 2025 Ao Wang Hui Chen Zijia Lin Jiawei Han Guiguang Ding 215 10 0 29 Mar 2025
FLIP: Towards Comprehensive and Reliable Evaluation of Federated Prompt Learning Dongping Liao X. Gao Yabo Xu Chengzhong Xu FedML VLM 235 0 0 28 Mar 2025
Beyond Accuracy: What Matters in Designing Well-Behaved Models? Robin Hesse Doğukan Bağcı Bernt Schiele Simone Schaub-Meyer Stefan Roth VLM 273 0 0 21 Mar 2025
Seeing What Matters: Empowering CLIP with Patch Generation-to-SelectionComputer Vision and Pattern Recognition (CVPR), 2025 Gensheng Pei Tao Chen Yujia Wang Xinhao Cai Xiangbo Shu Tianfei Zhou Yazhou Yao VLM 253 5 0 21 Mar 2025
EasyRobust: A Comprehensive and Easy-to-use Toolkit for Robust and Generalized Vision Xiaofeng Mao YueFeng Chen Rong Zhang Hui Xue Zhao Li Hang Su AAML VLM 246 0 0 21 Mar 2025
Enhancing Zero-Shot Image Recognition in Vision-Language Models through Human-like Concept Guidance Hui Liu Wenya Wang Kecheng Chen Jie Liu Yibing Liu Tiexin Qin Peisong He Xinghao Jiang Haoliang Li BDL VLM 893 0 0 20 Mar 2025
OSLoPrompt: Bridging Low-Supervision Challenges and Open-Set Domain Generalization in CLIPComputer Vision and Pattern Recognition (CVPR), 2025 M. Cui Divyam Gupta Mainak Singha Sai Bhargav Rongali Ankit Jha Muhammad Haris Khan Biplab Banerjee VLM 295 4 0 20 Mar 2025
DPC: Dual-Prompt Collaboration for Tuning Vision-Language ModelsComputer Vision and Pattern Recognition (CVPR), 2025 Haoyang Li Liang Wang Chunbai Zhang Jing Jiang Yan Peng Guodong Long VLM 293 8 0 17 Mar 2025
SCAP: Transductive Test-Time Adaptation via Supportive Clique-based Attribute PromptingComputer Vision and Pattern Recognition (CVPR), 2025 Chenyu Zhang Kunlun Xu Zichen Liu Yuxin Peng Jiahuan Zhou VLM 280 7 0 17 Mar 2025
Do Vision Models Develop Human-Like Progressive Difficulty Understanding? Zeyi Huang Utkarsh Ojha Zeyi Huang Donghyun Lee Yong Jae Lee OOD VLM 364 0 1 17 Mar 2025
Shape Bias and Robustness Evaluation via Cue Decomposition for Image Classification and Segmentation Edgar Heinert Thomas Gottwald Annika Mütze Matthias Rottmann 332 1 0 16 Mar 2025
TLAC: Two-stage LMM Augmented CLIP for Zero-Shot Classification Ans Munir Faisal Z. Qureshi M. H. Khan Mohsen Ali VLM 381 1 0 15 Mar 2025
O-TPT: Orthogonality Constraints for Calibrating Test-time Prompt Tuning in Vision-Language ModelsComputer Vision and Pattern Recognition (CVPR), 2025 Ashshak Sharifdeen Muhammad Akhtar Munir Sanoojan Baliah Salman Khan M. H. Khan VLM 154 8 0 15 Mar 2025
Safe Vision-Language Models via Unsafe Weights Manipulation Moreno DÍncà E. Peruzzo Xingqian Xu Humphrey Shi Andrii Zadaianchuk Goran Frehse MU 264 1 0 14 Mar 2025
Bayesian Test-Time Adaptation for Vision-Language ModelsComputer Vision and Pattern Recognition (CVPR), 2025 Lihua Zhou Mao Ye Shuaifeng Li Nianxin Li Xiatian Zhu Lei Deng Hongbin Liu Zhen Lei BDL VLM TTA 459 9 0 12 Mar 2025
Bidirectional Prototype-Reward co-Evolution for Test-Time Adaptation of Vision-Language Models Xiaozhen Qiao Peng Huang Jiakang Yuan Xianda Guo Bowen Ye Chaocan Xue Xuelong Li Zhe Sun X. Li 301 4 0 12 Mar 2025
LongProLIP: A Probabilistic Vision-Language Model with Long Context Text Sanghyuk Chun Sangdoo Yun VLM 248 2 0 11 Mar 2025
MMRL: Multi-Modal Representation Learning for Vision-Language ModelsComputer Vision and Pattern Recognition (CVPR), 2025 Yuncheng Guo Xiaodong Gu VLM OffRL 883 18 0 11 Mar 2025