Title
Efficient Multi-modal Long Context Learning for Training-free Adaptation Zehong Ma Shiliang Zhang Longhui Wei Qi Tian VLM 43 0 0 26 May 2025
Domain Adaptation of VLM for Soccer Video Understanding Tiancheng Jiang Henry Wang Md Sirajus Salekin Parmida Atighehchian Shinan Zhang VLM 98 0 0 20 May 2025
COUNTS: Benchmarking Object Detectors and Multimodal Large Language Models under Distribution Shifts Jiansheng Li Xingxuan Zhang Hao Zou Yige Guo Renzhe Xu Yilong Liu Chuzhao Zhu Yue He Peng Cui VLM 93 0 0 14 Apr 2025
Visual RAG: Expanding MLLM visual knowledge without fine-tuning Mirco Bonomo Simone Bianco VLM 111 5 0 18 Jan 2025
VideoICL: Confidence-based Iterative In-context Learning for Out-of-Distribution Video Understanding Kangsan Kim G. Park Youngwan Lee Woongyeong Yeo Sung Ju Hwang 152 5 0 03 Dec 2024
Reflexive Guidance: Improving OoDD in Vision-Language Models via Self-Guided Image-Adaptive Concept Generation Seulbi Lee J. Kim Sangheum Hwang LRM 457 2 0 19 Oct 2024
In-context Learning in Presence of Spurious Correlations Hrayr Harutyunyan R. Darbinyan Samvel Karapetyan Hrant Khachatrian LRM 88 1 0 04 Oct 2024
Response Wide Shut: Surprising Observations in Basic Vision Language Model Capabilities Shivam Chandhok Wan-Cyuan Fan Leonid Sigal VLM MLLM 65 4 0 13 Aug 2024
Can GPT-4 Help Detect Quit Vaping Intentions? An Exploration of Automatic Data Annotation Approach Sai Krishna Revanth Vuruma Dezhi Wu Saborny Sen Gupta Lucas Aust Valerie Lookingbill ... Erin Kasson Li-Shiun Chen Patricia Cavazos-Rehg Dian Hu Ming Huang 127 0 0 28 Jun 2024
SkinCAP: A Multi-modal Dermatology Dataset Annotated with Rich Medical Captions Juexiao Zhou Liyuan Sun Yan Xu Wenbin Liu Shawn Afvari Zhongyi Han Jiaoyan Song Yongzhi Ji Xiaonan He Xin Gao 81 1 0 28 May 2024
Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context Learning Guanglin Zhou Zhongyi Han Shiming Chen Erdun Gao Liming Zhu Salman Khan Xin Gao Lina Yao VLM 103 4 0 20 May 2024
Quantile Activation: Correcting a Failure Mode of ML Models Aditya Challa Sravan Danda Laurent Najman Snehanshu Saha UQCV 83 0 0 19 May 2024
Many-Shot In-Context Learning in Multimodal Foundation Models Yixing Jiang Jeremy Irvin Ji Hun Wang Muhammad Ahmed Chaudhry Jonathan H. Chen Andrew Y. Ng VLM 122 34 0 16 May 2024
A Survey on Safe Multi-Modal Learning System Tianyi Zhao Liangliang Zhang Yao Ma Lu Cheng 146 13 0 08 Feb 2024
HCVP: Leveraging Hierarchical Contrastive Visual Prompt for Domain Generalization Guanglin Zhou Zhongyi Han Shiming Chen Erdun Gao Liming Zhu Tongliang Liu Lina Yao Kun Zhang 96 3 0 18 Jan 2024