Title
Shape Bias and Robustness Evaluation via Cue Decomposition for Image Classification and Segmentation Edgar Heinert Thomas Gottwald Annika Mütze Matthias Rottmann 65 0 0 16 Mar 2025
O-TPT: Orthogonality Constraints for Calibrating Test-time Prompt Tuning in Vision-Language Models Ashshak Sharifdeen Muhammad Akhtar Munir Sanoojan Baliah Salman Khan M. H. Khan VLM 54 0 0 15 Mar 2025
TLAC: Two-stage LMM Augmented CLIP for Zero-Shot Classification Ans Munir Faisal Z. Qureshi M. H. Khan Mohsen Ali VLM 70 0 0 15 Mar 2025
APLA: A Simple Adaptation Method for Vision Transformers Moein Sorkhei Emir Konuk Kevin Smith Christos Matsoukas 53 0 0 14 Mar 2025
Safe Vision-Language Models via Unsafe Weights Manipulation Moreno DÍncà E. Peruzzo Xingqian Xu Humphrey Shi N. Sebe Massimiliano Mancini MU 55 0 0 14 Mar 2025
Quantifying Interpretability in CLIP Models with Concept Consistency Avinash Madasu Vasudev Lal Phillip Howard VLM 69 0 0 14 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 Zhe Sun Xuelong Li 65 0 0 12 Mar 2025
Bayesian Test-Time Adaptation for Vision-Language Models Lihua Zhou Mao Ye Shuaifeng Li Nianxin Li Xiatian Zhu Lei Deng Hongbin Liu Zhen Lei BDL VLM TTA 101 0 0 12 Mar 2025
MMRL: Multi-Modal Representation Learning for Vision-Language Models Yuncheng Guo Xiaodong Gu VLM OffRL 143 1 0 11 Mar 2025
Achieving More with Less: Additive Prompt Tuning for Rehearsal-Free Class-Incremental Learning Haoran Chen Ping Wang Zihan Zhou Xinming Zhang Zuxuan Wu Yu Jiang CLL 60 0 0 11 Mar 2025
LongProLIP: A Probabilistic Vision-Language Model with Long Context Text Sanghyuk Chun Sangdoo Yun VLM 51 1 0 11 Mar 2025
DiffCLIP: Differential Attention Meets CLIP Hasan Hammoud Guohao Li VLM 44 0 0 09 Mar 2025
CLDyB: Towards Dynamic Benchmarking for Continual Learning with Pre-trained Models Shengzhuang Chen Yikai Liao Xiaoxiao Sun Kede Ma Ying Wei 67 0 0 06 Mar 2025
Do ImageNet-trained models learn shortcuts? The impact of frequency shortcuts on generalization Shunxin Wang Raymond N. J. Veldhuis N. Strisciuglio VLM 73 0 0 05 Mar 2025
Adaptive Camera Sensor for Vision Models Eunsu Baek Sunghwan Han Taesik Gong Hyung-Sin Kim VLM Presented at ResearchTrend Connect \| VLM on 28 Mar 2025 164 0 0 04 Mar 2025
A Causal Framework for Aligning Image Quality Metrics and Deep Neural Network Robustness Nathan G. Drenkow Mathias Unberath OOD 78 0 0 04 Mar 2025
Generalizable Prompt Learning of CLIP: A Brief Overview Fangming Cui Yonggang Zhang Xuan Wang Xule Wang Liang Xiao VPVLM VLM 161 0 0 03 Mar 2025
Composed Multi-modal Retrieval: A Survey of Approaches and Applications Kun Zhang Jingyu Li Z. Li Jingjing Zhang 38 0 0 03 Mar 2025
Wavelet-Driven Masked Image Modeling: A Path to Efficient Visual Representation Wenzhao Xiang Chang Liu Hongyang Yu Xilin Chen 36 0 0 02 Mar 2025
ABC: Achieving Better Control of Multimodal Embeddings using VLMs Benjamin Schneider Florian Kerschbaum Wenhu Chen 138 0 0 01 Mar 2025
Space Rotation with Basis Transformation for Training-free Test-Time Adaptation Chenhao Ding Xinyuan Gao Songlin Dong Yuhang He Qiang Wang Xiang Song Alex C. Kot Yihong Gong TTA VLM 99 0 0 27 Feb 2025
OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic Kernels Meng Lou Yizhou Yu 115 1 0 27 Feb 2025
Grad-ECLIP: Gradient-based Visual and Textual Explanations for CLIP Chenyang Zhao Kun Wang J. H. Hsiao Antoni B. Chan CLIP 71 0 0 26 Feb 2025
Neural Antidote: Class-Wise Prompt Tuning for Purifying Backdoors in Pre-trained Vision-Language Models Jiawei Kong Hao Fang Sihang Guo Chenxi Qing Bin Chen Bin Wang Shu-Tao Xia AAML VLM 90 0 0 26 Feb 2025
Online Prototypes and Class-Wise Hypergradients for Online Continual Learning with Pre-Trained Models Nicolas Michel Maorong Wang Jiangpeng He Toshihiko Yamasaki CLL 56 0 0 26 Feb 2025
CAMEx: Curvature-aware Merging of Experts Dung V. Nguyen Minh H. Nguyen Luc Q. Nguyen R. Teo T. Nguyen Linh Duy Tran MoMe 104 2 0 26 Feb 2025
CLIPure: Purification in Latent Space via CLIP for Adversarially Robust Zero-Shot Classification Mingkun Zhang Keping Bi Wei Chen J. Guo Xueqi Cheng BDL VLM 52 1 0 25 Feb 2025
Parameter Efficient Merging for Multimodal Large Language Models with Complementary Parameter Adaptation Fanhu Zeng Haiyang Guo Fei Zhu Li Shen Hao Tang MoMe 54 1 0 24 Feb 2025
Simpler Fast Vision Transformers with a Jumbo CLS Token A. Fuller Yousef Yassin Daniel G. Kyrollos Evan Shelhamer James R. Green 72 0 0 24 Feb 2025
MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Representations Benedikt Alkin Lukas Miklautz Sepp Hochreiter Johannes Brandstetter VLM 71 8 0 24 Feb 2025
Vision-LSTM: xLSTM as Generic Vision Backbone Benedikt Alkin M. Beck Korbinian Poppel Sepp Hochreiter Johannes Brandstetter VLM 61 43 0 24 Feb 2025
Robustness and Cybersecurity in the EU Artificial Intelligence Act Henrik Nolte Miriam Rateike Michèle Finck 38 1 0 22 Feb 2025
Tight Clusters Make Specialized Experts Stefan K. Nielsen R. Teo Laziz U. Abdullaev Tan M. Nguyen MoE 66 2 0 21 Feb 2025
ELIP: Enhanced Visual-Language Foundation Models for Image Retrieval Guanqi Zhan Yuanpei Liu Kai Han Weidi Xie Andrew Zisserman VLM 171 0 0 21 Feb 2025
Black Sheep in the Herd: Playing with Spuriously Correlated Attributes for Vision-Language Recognition Xinyu Tian Shu Zou Zhaoyuan Yang Mengqi He Jing Zhang VLM 48 0 0 19 Feb 2025
Leveraging Intermediate Representations for Better Out-of-Distribution Detection Gianluca Guglielmo Marc Masana OODD 68 0 0 18 Feb 2025
Learning Generalizable Prompt for CLIP with Class Similarity Knowledge Sehun Jung Hyang-won Lee VLM VPVLM 55 0 0 17 Feb 2025
Control-CLIP: Decoupling Category and Style Guidance in CLIP for Specific-Domain Generation Zexi Jia Chuanwei Huang Hongyan Fei Yeshuang Zhu Zhiqiang Yuan Jinchao Zhang Jie Zhou DiffM VLM 74 0 0 17 Feb 2025
Amnesia as a Catalyst for Enhancing Black Box Pixel Attacks in Image Classification and Object Detection Dongsu Song Daehwa Ko Jay Hoon Jung AAML 64 0 0 10 Feb 2025
Noise is an Efficient Learner for Zero-Shot Vision-Language Models Raza Imam Asif Hanif Jian Zhang Khaled Waleed Dawoud Yova Kementchedjhieva Mohammad Yaqub VLM 58 0 0 09 Feb 2025
Hummingbird: High Fidelity Image Generation via Multimodal Context Alignment Minh-Quan Le Gaurav Mittal Tianjian Meng A S M Iftekhar Vishwas Suryanarayanan Barun Patra Dimitris Samaras Mei Chen DiffM 65 0 0 07 Feb 2025
LoR-VP: Low-Rank Visual Prompting for Efficient Vision Model Adaptation Can Jin Ying Li Mingyu Zhao Shiyu Zhao Z. Wang Xiaoxiao He Ligong Han Tong Che Dimitris N. Metaxas VPVLM VLM 124 1 0 02 Feb 2025
Vision-Language Model Selection and Reuse for Downstream Adaptation Hao-Zhe Tan Zhi-Hua Zhou Lan-Zhe Guo Yu-Feng Li VLM 93 0 0 30 Jan 2025
Technical report on label-informed logit redistribution for better domain generalization in low-shot classification with foundation models Behraj Khan T. Syed 136 1 0 29 Jan 2025
Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets? Utku Ozbulak Esla Timothy Anzaku Solha Kang W. D. Neve J. Vankerschaver 52 0 0 28 Jan 2025
Multiple Queries with Multiple Keys: A Precise Prompt Matching Paradigm for Prompt-based Continual Learning Dunwei Tu Huiyu Yi Yunhong Wang Baile Xu Jian Zhao Furao Shen CLL 109 0 0 28 Jan 2025
Fine Tuning without Catastrophic Forgetting via Selective Low Rank Adaptation Reza Akbarian Bafghi Carden Bagwell Avinash Ravichandran Ashish Shrivastava M. Raissi 48 0 0 28 Jan 2025
ProKeR: A Kernel Perspective on Few-Shot Adaptation of Large Vision-Language Models Yassir Bendou Amine Ouasfi Vincent Gripon A. Boukhayma VLM 51 0 0 19 Jan 2025
Vision Transformer Neural Architecture Search for Out-of-Distribution Generalization: Benchmark and Insights Sy-Tuyen Ho Tuan Van Vo Somayeh Ebrahimkhani Ngai-man Cheung 42 0 0 08 Jan 2025
Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation Yuhui Zhang Yuchang Su Yiming Liu Xiaohan Wang James Burgess ... Josiah Aklilu Alejandro Lozano Anjiang Wei Ludwig Schmidt Serena Yeung-Levy 61 3 0 06 Jan 2025