Title
Task-Core Memory Management and Consolidation for Long-term Continual Learning Tianyu Huai Jie Zhou Yuxuan Cai Qin Chen Wen Wu Xingjiao Wu Xipeng Qiu Liang He CLL 33 0 0 15 May 2025
Understanding and Mitigating Toxicity in Image-Text Pretraining Datasets: A Case Study on LLaVA Karthik Reddy Kanjula Surya Guthikonda Nahid Alam Shayekh Bin Islam 26 0 0 09 May 2025
3D CAVLA: Leveraging Depth and 3D Context to Generalize Vision Language Action Models for Unseen Tasks V. Bhat Yu-Hsiang Lan Prashanth Krishnamurthy Ramesh Karri Farshad Khorrami 52 0 0 09 May 2025
Leveraging Vision-Language Models for Visual Grounding and Analysis of Automotive UI Benjamin Raphael Ernhofer Daniil Prokhorov Jannica Langner Dominik Bollmann 39 0 0 09 May 2025
StreamBridge: Turning Your Offline Video Large Language Model into a Proactive Streaming Assistant Haibo Wang Bo Feng Zhengfeng Lai Mingze Xu Shiyu Li Weifeng Ge Afshin Dehghan Meng Cao Ping-Chia Huang OffRL 54 0 0 08 May 2025
RoboOS: A Hierarchical Embodied Framework for Cross-Embodiment and Multi-Agent Collaboration Huajie Tan Xiaoshuai Hao Minglan Lin Pengwei Wang Yaoxu Lyu Mingyu Cao Zhongyuan Wang Shanghang Zhang LM&Ro 48 0 0 06 May 2025
R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement Learning Yi-Fan Zhang Xingyu Lu X. Hu Chaoyou Fu Bin Wen ... Jianfei Chen Fan Yang Z. Zhang Tingting Gao Liang Wang OffRL LRM 46 0 0 05 May 2025
RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Ruiqi Wang Hao Zhang VLM 64 0 0 03 May 2025
HRScene: How Far Are VLMs from Effective High-Resolution Image Understanding? Yusen Zhang Wenliang Zheng Aashrith Madasu Peng Shi Ryo Kamoi ... Ranran Haoran Zhang Avitej Iyer Renze Lou Wenpeng Yin Rui Zhang 68 0 0 25 Apr 2025
$VideoVista-CulturalLingo: 360$^\circ$ Horizons-Bridging Cultures, Languages, and Domains in Video Comprehension$ VideoVista-CulturalLingo: 360 $^\circ$ Horizons-Bridging Cultures, Languages, and Domains in Video Comprehension Xinyu Chen Yunxin Li Haoyuan Shi Baotian Hu Wenhan Luo Yaowei Wang Hao Fei ELM 67 0 0 23 Apr 2025
Video-MMLU: A Massive Multi-Discipline Lecture Understanding Benchmark Enxin Song Wenhao Chai Weili Xu Jianwen Xie Yuxuan Liu Gaoang Wang 62 0 0 20 Apr 2025
A0: An Affordance-Aware Hierarchical Model for General Robotic Manipulation Rongtao Xu J. Zhang Minghao Guo Youpeng Wen H. Yang ... Liqiong Wang Yuxuan Kuang Meng Cao Feng Zheng Xiaodan Liang 50 3 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 103 1 0 17 Apr 2025
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Jinguo Zhu Weiyun Wang Zhe Chen Z. Liu Shenglong Ye ... Dahua Lin Yu Qiao Jifeng Dai Wenhai Wang Wei Wang MLLM VLM 70 15 1 14 Apr 2025
Perception-R1: Pioneering Perception Policy with Reinforcement Learning En Yu Kangheng Lin Liang Zhao Jisheng Yin Yana Wei ... Zheng Ge Xiangyu Zhang Daxin Jiang Jingyu Wang Wenbing Tao VLM OffRL LRM 40 3 0 10 Apr 2025
Aligning Multimodal LLM with Human Preference: A Survey Tao Yu Yuyao Zhang Chaoyou Fu Junkang Wu Jinda Lu ... Qingsong Wen Z. Zhang Yan Huang Liang Wang Tieniu Tan 188 2 0 18 Mar 2025
Referring to Any Person Qing Jiang Lin Wu Zhaoyang Zeng Tianhe Ren Yuda Xiong Yihao Chen Qin Liu Lei Zhang 181 0 0 11 Mar 2025
UAV-VLPA*: A Vision-Language-Path-Action System for Optimal Route Generation on a Large Scales Oleg Sautenkov Aibek Akhmetkazy Yasheerah Yaqoot Muhammad Ahsan Mustafa Grik Tadevosyan Artem Lykov Dzmitry Tsetserukou 62 2 0 04 Mar 2025
UAV-VLRR: Vision-Language Informed NMPC for Rapid Response in UAV Search and Rescue Yasheerah Yaqoot Muhammad Ahsan Mustafa Oleg Sautenkov Dzmitry Tsetserukou Valerii Serpiva Dzmitry Tsetserukou 61 1 0 04 Mar 2025
Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs Abdelrahman Abouelenin Atabak Ashfaq Adam Atkinson Hany Awadalla Nguyen Bach ... Ishmam Zabir Yunan Zhang Li Zhang Wenjie Qu Xiren Zhou MoE SyDa 76 28 0 03 Mar 2025
M2-omni: Advancing Omni-MLLM for Comprehensive Modality Support with Competitive Performance Qingpei Guo Kaiyou Song Zipeng Feng Ziping Ma Qinglong Zhang ... Yunxiao Sun Tai-WeiChang Jingdong Chen Ming Yang Jun Zhou MLLM VLM 90 3 0 26 Feb 2025
Granite Vision: a lightweight, open-source multimodal model for enterprise Intelligence Granite Vision Team Leonid Karlinsky Assaf Arbelle Abraham Daniels A. Nassar ... Sriram Raghavan T. Syeda-Mahmood Peter W. J. Staar Tal Drory Rogerio Feris VLM AI4TS 114 0 0 14 Feb 2025
Rethinking Homogeneity of Vision and Text Tokens in Large Vision-and-Language Models Chia-Wen Kuo Sijie Zhu Fan Chen Xiaohui Shen Longyin Wen VLM 65 1 0 04 Feb 2025
DrawEduMath: Evaluating Vision Language Models with Expert-Annotated Students' Hand-Drawn Math Images Sami Baral L. Lucy Ryan Knight Alice Ng Luca Soldaini Neil T. Heffernan Kyle Lo 46 3 0 28 Jan 2025
DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Kaiyu Li Xiangyong Cao Yupeng Deng Chao Pang Zepeng Xin Deyu Meng Zhi Wang ObjD 69 1 0 22 Jan 2025
UAV-VLA: Vision-Language-Action System for Large Scale Aerial Mission Generation Oleg Sautenkov Yasheerah Yaqoot Artem Lykov Muhammad Ahsan Mustafa Grik Tadevosyan Aibek Akhmetkazy Miguel Altamirano Cabrera Mikhail Martynov Sausar Karaf Dzmitry Tsetserukou 46 9 0 09 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
MLLM-as-a-Judge for Image Safety without Human Labeling Zhenting Wang Shuming Hu Shiyu Zhao Xiaowen Lin F. Xu ... Nan Jiang Lingjuan Lyu Shiqing Ma Dimitris N. Metaxas Ankit Jain 182 2 0 31 Dec 2024
Towards Automatic Evaluation for Image Transcreation Simran Khanuja Vivek Iyer Claire He Graham Neubig ViT 90 1 0 18 Dec 2024
VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning Xueqing Wu Yuheng Ding Bingxuan Li Pan Lu Da Yin Kai-Wei Chang Nanyun Peng LRM 105 3 0 03 Dec 2024
ChatRex: Taming Multimodal LLM for Joint Perception and Understanding Qing Jiang Gen Luo Yuqin Yang Yuda Xiong Yihao Chen Zhaoyang Zeng Tianhe Ren Lei Zhang VLM LRM 109 7 0 27 Nov 2024
RoboSpatial: Teaching Spatial Understanding to 2D and 3D Vision-Language Models for Robotics Chan Hee Song Valts Blukis Jonathan Tremblay Stephen Tyree Yu-Chuan Su Stan Birchfield 96 6 0 25 Nov 2024
Bridging the Visual Gap: Fine-Tuning Multimodal Models with Knowledge-Adapted Captions Moran Yanuka Assaf Ben-Kish Yonatan Bitton Idan Szpektor Raja Giryes VLM 47 2 0 13 Nov 2024
NaturalBench: Evaluating Vision-Language Models on Natural Adversarial Samples Baiqi Li Zhiqiu Lin Wenxuan Peng Jean de Dieu Nyandwi Daniel Jiang Zixian Ma Simran Khanuja Ranjay Krishna Graham Neubig Deva Ramanan AAML CoGe VLM 71 21 0 18 Oct 2024
WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines Genta Indra Winata Frederikus Hudi Patrick Amadeus Irawan David Anugraha Rifki Afina Putri ... Alham Fikri Aji Taro Watanabe Derry Wijaya Alice H. Oh Chong-Wah Ngo CoGe 105 9 0 16 Oct 2024
3DArticCyclists: Generating Synthetic Articulated 8D Pose-Controllable Cyclist Data for Computer Vision Applications Eduardo R. Corral-Soto Yang Liu Tongtong Cao Y. Ren Liu Bingbing 55 0 0 14 Oct 2024
GLOV: Guided Large Language Models as Implicit Optimizers for Vision Language Models Muhammad Jehanzeb Mirza Mengjie Zhao Zhuoyuan Mao Sivan Doveh Wei Lin ... Yuki Mitsufuji Horst Possegger Rogerio Feris Leonid Karlinsky James Glass VLM 84 1 0 08 Oct 2024
FungiTastic: A multi-modal dataset and benchmark for image categorization Lukás Picek Klara Janouskova Milan Šulc Jirí Matas 77 1 0 24 Aug 2024
Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images Kazi Sajeed Mehrab M. Maruf Arka Daw Harish Babu Manogaran Abhilash Neog ... Paula Mabee Wasila Dahdul Anuj Karpatne Wasila M Dahdul Anuj Karpatne 41 4 0 10 Jul 2024
MFC-Bench: Benchmarking Multimodal Fact-Checking with Large Vision-Language Models Shengkang Wang Hongzhan Lin Ziyang Luo Zhen Ye Guang Chen Jing Ma 68 3 0 17 Jun 2024
Subobject-level Image Tokenization Delong Chen Samuel Cahyawijaya Jianfeng Liu Baoyuan Wang Pascale Fung VLM OCL 54 7 0 22 Feb 2024