Title
Prioritizing Image-Related Tokens Enhances Vision-Language Pre-Training Yangyi Chen Hao Peng Tong Zhang Heng Ji VLM 28 0 0 13 May 2025
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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
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 170 2 0 18 Mar 2025
Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning Nvidia A. Azzolini Junjie Bai Prithvijit Chattopadhyay Huayu Chen ... Xiaodong Yang Zhuolin Yang Jianwei Zhang Xiaohui Zeng Zhe Zhang AI4CE LM&Ro LRM 62 5 0 18 Mar 2025
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A Review on Generative AI For Text-To-Image and Image-To-Image Generation and Implications To Scientific Images Zineb Sordo Eric Chagnon Daniela Ushizima EGVM MedIm 69 1 0 28 Feb 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
Repurposing the scientific literature with vision-language models Anton Alyakin Jaden Stryker Daniel Alber Karl L. Sangwon Brandon Duderstadt ... Laura Snyder Eric Leuthardt Douglas Kondziolka E. Oermann Eric Karl Oermann 101 0 0 26 Feb 2025
Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference Siyuan Wang Dianyi Wang Chengxing Zhou Zejun Li Zhihao Fan Xuanjing Huang Zhongyu Wei VLM 188 0 0 17 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 6 0 27 Nov 2024
MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs Sheng-Chieh Lin Chankyu Lee M. Shoeybi Jimmy J. Lin Bryan Catanzaro Ming-Yu Liu 67 10 0 04 Nov 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
Law of Vision Representation in MLLMs Shijia Yang Bohan Zhai Quanzeng You Jianbo Yuan Hongxia Yang Chenfeng Xu 42 9 0 29 Aug 2024
Instruction Tuning with GPT-4 Baolin Peng Chunyuan Li Pengcheng He Michel Galley Jianfeng Gao SyDa ALM LM&MA 162 579 0 06 Apr 2023