Title
Using Vision Language Models for Safety Hazard Identification in Construction Muhammad Adil Gaang Lee Vicente A. Gonzalez Qipei Mei 100 1 0 12 Apr 2025
VideoAds for Fast-Paced Video Understanding: Where Opensource Foundation Models Beat GPT-4o & Gemini-1.5 Pro Zheyuan Zhang Monica Dou Linkai Peng Hongyi Pan Ulas Bagci Boqing Gong VLM 102 0 0 12 Apr 2025
PACT: Pruning and Clustering-Based Token Reduction for Faster Visual Language Models M. Dhouib Davide Buscaldi Sonia Vanier A. Shabou VLM 107 1 0 11 Apr 2025
VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning Yukun Qi Yiming Zhao Y. Zeng Xikun Bao Wenjie Huang Lin Yen-Chen Zehui Chen Jie Zhao Zhongang Qi Feng Zhao LRM 117 4 0 10 Apr 2025
MM-IFEngine: Towards Multimodal Instruction Following Shengyuan Ding Shenxi Wu Xiangyu Zhao Yuhang Zang Haodong Duan Xiaoyi Dong Pan Zhang Yuhang Cao Dahua Lin Jiaqi Wang OffRL 153 5 0 10 Apr 2025
OmniCaptioner: One Captioner to Rule Them All Yiting Lu Jiakang Yuan Zhen Li Jike Zhong Qi Qin ... Lei Bai Zhibo Chen Peng Gao Bo Zhang Peng Gao MLLM 149 2 0 09 Apr 2025
PaMi-VDPO: Mitigating Video Hallucinations by Prompt-Aware Multi-Instance Video Preference Learning Xinpeng Ding Kai Zhang Jinahua Han Lanqing Hong Hang Xu Xuelong Li MLLM VLM 502 0 0 08 Apr 2025
V-MAGE: A Game Evaluation Framework for Assessing Vision-Centric Capabilities in Multimodal Large Language Models Xiangxi Zheng Linjie Li Zhiyong Yang Ping Yu Alex Jinpeng Wang Rui Yan Yuan Yao Lijuan Wang LRM 74 1 0 08 Apr 2025
Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision Yuandong Pu Le Zhuo Kaiwen Zhu Liangbin Xie Wenlong Zhang Xiangyu Chen Peng Gao Yu Qiao Chao Dong Yihao Liu MLLM 103 2 0 07 Apr 2025
OCC-MLLM-CoT-Alpha: Towards Multi-stage Occlusion Recognition Based on Large Language Models via 3D-Aware Supervision and Chain-of-Thoughts Guidance Chaoyi Wang Baoqing Li Xinhan Di MLLM LRM 69 0 0 07 Apr 2025
Caption Anything in Video: Fine-grained Object-centric Captioning via Spatiotemporal Multimodal Prompting Yunlong Tang Jing Bi Chao Huang Susan Liang Daiki Shimada ... Jinxi He Liu He Zeliang Zhang Jiebo Luo Chenliang Xu 111 1 0 07 Apr 2025
SmolVLM: Redefining small and efficient multimodal models Andres Marafioti Orr Zohar Miquel Farré Merve Noyan Elie Bakouch ... Hugo Larcher Mathieu Morlon Lewis Tunstall Leandro von Werra Thomas Wolf VLM 99 16 0 07 Apr 2025
UniToken: Harmonizing Multimodal Understanding and Generation through Unified Visual Encoding Yang Jiao Haibo Qiu Zequn Jie Tian Jin Jingjing Chen Lin Ma Yu Jiang 112 10 0 06 Apr 2025
TARAC: Mitigating Hallucination in LVLMs via Temporal Attention Real-time Accumulative Connection C. Xie Tongxuan Liu Lei Jiang Yuting Zeng Jinpei Guo Yunheng Shen Weizhe Huang Jing Li Xiaohua Xu VLM 82 0 0 05 Apr 2025
Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing Xiangyu Zhao Peiyuan Zhang Kexian Tang Hao Li Zicheng Zhang ... Guangtao Zhai Junchi Yan Hua Yang Xue Yang Haodong Duan VLM LRM 161 6 0 03 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 130 1 0 02 Apr 2025
Safeguarding Vision-Language Models: Mitigating Vulnerabilities to Gaussian Noise in Perturbation-based Attacks Jiawei Wang Yushen Zuo Yuanjun Chai Ziqiang Liu Yichen Fu Yichun Feng Kin-Man Lam AAML VLM 152 0 0 02 Apr 2025
DALIP: Distribution Alignment-based Language-Image Pre-Training for Domain-Specific Data Junjie Wu Jiangtao Xie Zhaolin Zhang Qilong Wang Q. Hu P. Li Sen Xu VLM 92 0 0 02 Apr 2025
ILLUME+: Illuminating Unified MLLM with Dual Visual Tokenization and Diffusion Refinement Runhui Huang Chunwei Wang Junwei Yang Guansong Lu Yunlong Yuan ... Lu Hou Wei Zhang Lanqing Hong Hengshuang Zhao Hang Xu MLLM 171 7 0 02 Apr 2025
4th PVUW MeViS 3rd Place Report: Sa2VA Haobo Yuan Tao Zhang Xuelong Li Lu Qi Zilong Huang Shilin Xu Jiashi Feng Ming-Hsuan Yang 117 2 0 01 Apr 2025
Navi-plus: Managing Ambiguous GUI Navigation Tasks with Follow-up Ziming Cheng Zhiyuan Huang Junting Pan Zhaohui Hou Mingjie Zhan 106 0 0 31 Mar 2025
KOFFVQA: An Objectively Evaluated Free-form VQA Benchmark for Large Vision-Language Models in the Korean Language Yoonshik Kim Jaeyoon Jung 82 0 0 31 Mar 2025
VLIPP: Towards Physically Plausible Video Generation with Vision and Language Informed Physical Prior Xindi Yang Baolu Li Yanzhe Zhang Zhenfei Yin Lei Bai ... Zhiyong Wang Jianfei Cai Tien-Tsin Wong Huchuan Lu Xu Jia DiffM VGen 147 1 0 30 Mar 2025
A Large Scale Analysis of Gender Biases in Text-to-Image Generative Models Leander Girrbach Stephan Alaniz Genevieve Smith Zeynep Akata 143 0 0 30 Mar 2025
From Flatland to Space: Teaching Vision-Language Models to Perceive and Reason in 3D Jiahui Zhang Yurui Chen Yanpeng Zhou Yueming Xu Ze Huang ... Xinyue Cai G. Huang Xingyue Quan Hang Xu Li Zhang LRM 188 4 0 29 Mar 2025
Harmonizing Visual Representations for Unified Multimodal Understanding and Generation Size Wu Wentao Zhang Lumin Xu Sheng Jin Zhonghua Wu Qingyi Tao Wentao Liu Wei Li Chen Change Loy VGen 463 6 0 27 Mar 2025
On Large Multimodal Models as Open-World Image Classifiers Alessandro Conti Massimiliano Mancini Enrico Fini Yiming Wang Paolo Rota Elisa Ricci VLM Presented at ResearchTrend Connect \| VLM on 07 May 2025 199 1 0 27 Mar 2025
Vision-to-Music Generation: A Survey Zhaokai Wang Chenxi Bao Le Zhuo Jingrui Han Yang Yue Yihong Tang Victor Shea-Jay Huang Yue Liao EGVM VGen 141 1 0 27 Mar 2025
MAVERIX: Multimodal Audio-Visual Evaluation Reasoning IndeX Liuyue Xie George Z. Wei Avik Kuthiala Ce Zheng Ananya Bal ... Rohan Choudhury Morteza Ziyadi Xu Zhang Hao Yang László A. Jeni 104 0 0 27 Mar 2025
InternVL-X: Advancing and Accelerating InternVL Series with Efficient Visual Token Compression Dongchen Lu Yuyao Sun Zilu Zhang Leping Huang Jianliang Zeng Mao Shu Huo Cao 140 4 0 27 Mar 2025
ShieldAgent: Shielding Agents via Verifiable Safety Policy Reasoning Zhongfu Chen Mintong Kang Yue Liu AAML 113 7 0 26 Mar 2025
Dynamic Pyramid Network for Efficient Multimodal Large Language Model Hao Ai Kunyi Wang Zezhou Wang H. Lu Jin Tian Yaxin Luo Peng-Fei Xing Jen-Yuan Huang Huaxia Li Gen Luo MLLM VLM 175 0 0 26 Mar 2025
Skip-Vision: Efficient and Scalable Acceleration of Vision-Language Models via Adaptive Token Skipping Weili Zeng Ziyuan Huang Kaixiang Ji Yichao Yan VLM 242 1 0 26 Mar 2025
Instruction-Oriented Preference Alignment for Enhancing Multi-Modal Comprehension Capability of MLLMs Zitian Wang Yue Liao Kang Rong Fengyun Rao Yibo Yang Si Liu 118 0 0 26 Mar 2025
Mitigating Low-Level Visual Hallucinations Requires Self-Awareness: Database, Model and Training Strategy Yinan Sun Xiongkuo Min Zicheng Zhang Yixuan Gao Yuhang Cao Guangtao Zhai VLM 96 0 0 26 Mar 2025
Vision as LoRA Han Wang Yongjie Ye Bingru Li Yuxiang Nie Jinghui Lu Jingqun Tang Yanjie Wang Can Huang 140 2 0 26 Mar 2025
RGB-Th-Bench: A Dense benchmark for Visual-Thermal Understanding of Vision Language Models Mehdi Moshtaghi Siavash H. Khajavi Joni Pajarinen VLM 148 0 0 25 Mar 2025
Scaling Vision Pre-Training to 4K Resolution Baifeng Shi Boyi Li Han Cai Yaojie Lu Sifei Liu ... Jan Kautz Enze Xie Trevor Darrell Pavlo Molchanov Hongxu Yin CLIP 411 0 0 25 Mar 2025
ORION: A Holistic End-to-End Autonomous Driving Framework by Vision-Language Instructed Action Generation Haoyu Fu Diankun Zhang Zongchuang Zhao Jianfeng Cui Dingkang Liang Chong Zhang Dingyuan Zhang Hongwei Xie Bing Wang Xiang Bai 108 6 0 25 Mar 2025
ImageGen-CoT: Enhancing Text-to-Image In-context Learning with Chain-of-Thought Reasoning Jiaqi Liao Zhiyong Yang Linjie Li Dianqi Li Kevin Qinghong Lin Yu Cheng Lijuan Wang MLLM LRM 87 6 0 25 Mar 2025
LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning? Kexian Tang Junyao Gao Yanhong Zeng Haodong Duan Yanan Sun Zhening Xing Wenran Liu Kaifeng Lyu Kai-xiang Chen ELM LRM 146 9 0 25 Mar 2025
LangBridge: Interpreting Image as a Combination of Language Embeddings Jiaqi Liao Yuwei Niu Fanqing Meng Hao Li Changyao Tian ... Dianqi Li X. Zhu Li Yuan Jifeng Dai Yu Cheng MLLM 150 1 0 25 Mar 2025
DomainCQA: Crafting Expert-Level QA from Domain-Specific Charts Ling Zhong Yujing Lu Jing Yang Weiming Li Peng Wei Yongheng Wang Manni Duan Qing Zhang 153 2 0 25 Mar 2025
SlowFast-LLaVA-1.5: A Family of Token-Efficient Video Large Language Models for Long-Form Video Understanding Mingze Xu Mingfei Gao Shiyu Li Jiasen Lu Zhe Gan Zhengfeng Lai Meng Cao Kai Kang Yue Yang Afshin Dehghan 160 5 0 24 Mar 2025
Where is this coming from? Making groundedness count in the evaluation of Document VQA models Armineh Nourbakhsh Siddharth Parekh Pranav Shetty Zhao Jin Sameena Shah Carolyn Rose 82 0 0 24 Mar 2025
MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering Shuo Yang Siwen Luo S. Han Eduard Hovy LRM 66 6 0 24 Mar 2025
TopV: Compatible Token Pruning with Inference Time Optimization for Fast and Low-Memory Multimodal Vision Language Model Cheng Yang Yang Sui Jinqi Xiao Lingyi Huang Yu Gong ... Jinghua Yan Y. Bai P. Sadayappan Helen Zhou Bo Yuan VLM 160 2 0 24 Mar 2025
A Simple yet Effective Layout Token in Large Language Models for Document Understanding Zhaoqing Zhu Chuwei Luo Zirui Shao Feiyu Gao Hangdi Xing Qi Zheng Ji Zhang 100 1 0 24 Mar 2025
Expanding the Boundaries of Vision Prior Knowledge in Multi-modal Large Language Models Qiao Liang Yanjiang Liu Xianpei Han Yaojie Lu Hongyu Lin Jia Zheng Jia Zheng Le Sun Le Sun Yingfei Sun 97 0 0 23 Mar 2025
PVChat: Personalized Video Chat with One-Shot Learning Yufei Shi Weilong Yan Gang Xu Yumeng Li Yongqian Li Zechao Li Fei Richard Yu Ming Li Si Yong Yeo 84 1 0 21 Mar 2025