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• Less Is More: Vision Representation Compression for Efficient Video Generation with Large Language Models

  Yucheng Zhou, Jihai Zhang, Guanjie Chen, Jianbing Shen, Yu Cheng

  13826-13834

  2026-03-14

• Instruction-Guided Cross-Modal Clustering for Training-Free Visual Token Pruning in Vision-Language Models

  Yunqian Yu, Biao Chen, Yunya Zhang, Tonglan Xie, Mengmeng Jing, Lin Zuo

  12213-12221

  2026-03-14

• Enhancing Vision-Language Models with Morphological and Taxonomic Knowledge: Towards Coral Recognition for Ocean Health

  Hongyong Han, Wei Wang, Gaowei Zhang, Mingjie Li, Yi Wang

  28052-28060

  2025-04-11

• Beyond Boundaries: Leveraging Vision Foundation Models for Source-Free Object Detection

  Huizai Yao, Sicheng Zhao, Pengteng Li, Yi Cui, Shuo Lu, Weiyu Guo, Yunfan Lu, Yijie Xu, Hui Xiong

  11866-11874

  2026-03-14

• FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts

  Yichen Gong, Delong Ran, Jinyuan Liu, Conglei Wang, Tianshuo Cong, Anyu Wang, Sisi Duan, Xiaoyun Wang

  23951-23959

  2025-04-11

• Unveiling the Fragility of Vision-Language Models: Multi-Modal Adversarial Synergy via Texture-Constrained Perturbations and Cross-Modal Optimization

  Xiang Fang, Wanlong Fang, Changshuo Wang

  3867-3875

  2026-03-14

• SAVER: Mitigating Hallucinations in Large Vision-Language Models via Style-Aware Visual Early Revision

  Zhaoxu Li, Chenqi Kong, Yi Yu, Qiangqiang Wu, Xinghao Jiang, Ngai-Man Cheung, Bihan Wen, Alex Kot, Xudong Jiang

  35617-35625

  2026-03-14

• AutoMMLab: Automatically Generating Deployable Models from Language Instructions for Computer Vision Tasks

  Zekang Yang, Wang Zeng, Sheng Jin, Chen Qian, Ping Luo, Wentao Liu

  22056-22064

  2025-04-11

• MMJ-Bench: A Comprehensive Study on Jailbreak Attacks and Defenses for Vision Language Models

  Fenghua Weng, Yue Xu, Chengyan Fu, Wenjie Wang

  27689-27697

  2025-04-11

• MegaCoin: Enhancing Medium-Grained Color Perception for Vision-Language Models

  Ming-Chang Chiu, Shicheng Wen, Pin-Yu Chen, Xuezhe Ma

  37305-37313

  2026-03-14

• RFI: Rectified Flow Intervention for Mitigating Object Hallucination in Large Vision-Language Models

  Junyu Cheng, Zhibiao Liang, Yidong Chen, Shuangyin Li

  3255-3263

  2026-03-14

• TTF-VLA: Temporal Token Fusion via Pixel-Attention Integration for Vision-Language-Action Models

  Chenghao Liu, Jiachen Zhang, Chengxuan Li, Zhimu Zhou, Shixin Wu, Songfang Huang, Huiling Duan

  18452-18459

  2026-03-14

• Compensating Distribution Drifts in Continual Learning with Pre-trained Vision Transformers

  Xuan Rao, Simian Xu, Zheng Li, Bo Zhao, Derong Liu, Mingming Ha, Cesare Alippi

  25090-25098

  2026-03-14

• Attention Guided CAM: Visual Explanations of Vision Transformer Guided by Self-Attention

  Saebom Leem, Hyunseok Seo

  2956-2964

  2024-03-24

• MoLe-VLA: Dynamic Layer-skipping Vision Language Action Model via Mixture-of-Layers for Efficient Robot Manipulation

  Rongyu Zhang, Menghang Dong, Yuan Zhang, Liang Heng, Xiaowei Chi, Gaole Dai, Li Du, Dan Wang, Yuan Du, Shanghang Zhang

  18764-18772

  2026-03-14

• Enhance Vision-Language Alignment with Noise

  Sida Huang, Hongyuan Zhang, Xuelong Li

  17449-17457

  2025-04-11

• Vision-aware Multimodal Prompt Tuning for Uploadable Multi-source Few-shot Domain Adaptation

  Kuanghong Liu, Jin Wang, Kangjian He, Dan Xu, Xuejie Zhang

  18897-18905

  2025-04-11

• Landsat30-AU: A Vision-Language Dataset for Australian Landsat Imagery

  Sai Ma, Zhuang Li, John A. Taylor

  7809-7817

  2026-03-14

• MetaGPT: A Large Vision-Language Model for Meme Metaphor Understanding

  Bo Xu, Chenyuan Wang, Xinyu Chen, Hongfei Lin, Feng Xia

  16040-16048

  2026-03-14

• A Dynamic GCN with Cross-Representation Distillation for Event-Based Learning

  Yongjian Deng, Hao Chen, Youfu Li

  1492-1500

  2024-03-24

• SurgPub-Video: A Comprehensive Surgical Video Framework for Enhanced Surgical Intelligence in Vision-Language Model

  Yaoqian Li, Xikai Yang, Dunyuan Xu, Yang YU, Litao Zhao, Xiaowei Hu, Jinpeng Li, Pheng-Ann Heng

  6628-6635

  2026-03-14

• Wasserstein Distance Constraint and Parameter Sparsification for Batched and Iterative Knowledge Editing

  Shanbao Qiao, Xuebing Liu, Seung-Hoon Na

  25019-25028

  2025-04-11

• DeepHit: A Deep Learning Approach to Survival Analysis With Competing Risks

  Changhee Lee, William Zame, Jinsung Yoon, Mihaela van der Schaar

  2018-04-26

• Markov Decision Processes with Time-Varying Geometric Discounting

  Jiarui Gan, Annika Hennes, Rupak Majumdar, Debmalya Mandal, Goran Radanovic

  11980-11988

  2023-06-26

• Hypercorrelation Evolution for Video Class-Incremental Learning

  Sen Liang, Kai Zhu, Wei Zhai, Zhiheng Liu, Yang Cao

  3315-3323

  2024-03-24