Long Context Transfer from Language to Vision

24 June 2024

Peiyuan Zhang

Kaichen Zhang

Bo Li

Guangtao Zeng

Chunyuan Li

Ziwei Liu

VLM

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Papers citing "Long Context Transfer from Language to Vision"

33 / 33 papers shown

Title
Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering Yumeng Shi Quanyu Long Wenya Wang 64 0 0 30 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 M. Zhang ELM 59 0 0 23 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 ... D. Lin Yu Qiao Jifeng Dai Wenhai Wang W. Wang MLLM VLM 63 6 1 14 Apr 2025
PaMi-VDPO: Mitigating Video Hallucinations by Prompt-Aware Multi-Instance Video Preference Learning Xinpeng Ding K. Zhang Jinahua Han Lanqing Hong Hang Xu X. Li MLLM VLM 71 0 0 08 Apr 2025
Video-R1: Reinforcing Video Reasoning in MLLMs Kaituo Feng Kaixiong Gong B. Li Zonghao Guo Yibing Wang Tianshuo Peng J. Wu Xiaoying Zhang Benyou Wang Xiangyu Yue AI4TS SyDa LRM 46 13 0 27 Mar 2025
Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding Xiangrui Liu Yan Shu Zheng Liu Ao Li Yang Tian Bo Zhao VGen VLM 86 0 0 24 Mar 2025
VideoMind: A Chain-of-LoRA Agent for Long Video Reasoning Y. Liu Kevin Qinghong Lin C. Chen Mike Zheng Shou LM&Ro LRM 69 0 0 17 Mar 2025
VITED: Video Temporal Evidence Distillation Yujie Lu Yale Song William Yang Wang Lorenzo Torresani Tushar Nagarajan 46 0 0 17 Mar 2025
Does Your Vision-Language Model Get Lost in the Long Video Sampling Dilemma? Tianyuan Qu Longxiang Tang Bohao Peng Senqiao Yang Bei Yu Jiaya Jia VLM 62 0 0 16 Mar 2025
UVE: Are MLLMs Unified Evaluators for AI-Generated Videos? Yuanxin Liu Rui Zhu Shuhuai Ren Jiacong Wang Haoyuan Guo Xu Sun Lu Jiang 64 1 0 13 Mar 2025
LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents Boyu Chen Zhengrong Yue Siran Chen Z. Wang Yang Liu Peng Li Y. Wang VLM 67 0 0 13 Mar 2025
VideoScan: Enabling Efficient Streaming Video Understanding via Frame-level Semantic Carriers Ruanjun Li Yuedong Tan Yuanming Shi Jiawei Shao VLM 70 0 0 12 Mar 2025
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering Md. Mohaiminul Islam Tushar Nagarajan Huiyu Wang Gedas Bertasius Lorenzo Torresani 55 0 0 12 Mar 2025
Streaming Video Question-Answering with In-context Video KV-Cache Retrieval Shangzhe Di Zhelun Yu Guanghao Zhang Haoyuan Li Tao Zhong Hao Cheng Bolin Li Wanggui He Fangxun Shu Hao Jiang 53 4 0 01 Mar 2025
MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference Zhongwei Wan H. Shen Xin Wang C. Liu Zheda Mai M. Zhang VLM 54 3 0 24 Feb 2025
Social Genome: Grounded Social Reasoning Abilities of Multimodal Models Leena Mathur Marian Qian Paul Pu Liang Louis-Philippe Morency LRM 67 1 0 21 Feb 2025
LongReD: Mitigating Short-Text Degradation of Long-Context Large Language Models via Restoration Distillation Zican Dong Junyi Li Jinhao Jiang Mingyu Xu Wayne Xin Zhao B. Wang Weipeng Chen VLM 91 0 0 20 Feb 2025
Magma: A Foundation Model for Multimodal AI Agents Jianwei Yang Reuben Tan Qianhui Wu Ruijie Zheng Baolin Peng ... Seonghyeon Ye Joel Jang Yuquan Deng Lars Liden Jianfeng Gao VLM AI4TS 98 8 0 18 Feb 2025
InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling Yi Wang Xinhao Li Ziang Yan Yinan He Jiashuo Yu ... Kai Chen Wenhai Wang Yu Qiao Yali Wang Limin Wang 64 19 0 21 Jan 2025
URSA: Understanding and Verifying Chain-of-thought Reasoning in Multimodal Mathematics Ruilin Luo Zhuofan Zheng Yifan Wang Yiyao Yu Xinzhe Ni Zicheng Lin Jin Zeng Yujiu Yang LRM 53 12 0 08 Jan 2025
VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM Yuqian Yuan Hang Zhang Wentong Li Zesen Cheng Boqiang Zhang ... Deli Zhao Wenqiao Zhang Yueting Zhuang Jianke Zhu Lidong Bing 61 5 0 31 Dec 2024
ReTaKe: Reducing Temporal and Knowledge Redundancy for Long Video Understanding Xiao Wang Qingyi Si Jianlong Wu Shiyu Zhu Li Cao Liqiang Nie VLM 67 6 0 29 Dec 2024
EgoPlan-Bench2: A Benchmark for Multimodal Large Language Model Planning in Real-World Scenarios Lu Qiu Yuying Ge Yi Chen Yixiao Ge Ying Shan Xihui Liu LLMAG LRM 85 5 0 05 Dec 2024
VideoOrion: Tokenizing Object Dynamics in Videos Yicheng Feng Yijiang Li Wanpeng Zhang Sipeng Zheng Zongqing Lu Sipeng Zheng Zongqing Lu 89 1 0 25 Nov 2024
TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning Xiangyu Zeng Kunchang Li Chenting Wang Xinhao Li Tianxiang Jiang ... Zhengrong Yue Yi Wang Yali Wang Yu Qiao Limin Wang MLLM VLM AI4TS 55 14 0 25 Oct 2024
MM-Ego: Towards Building Egocentric Multimodal LLMs for Video QA Hanrong Ye Haotian Zhang Erik Daxberger Lin Chen Zongyu Lin ... Haoxuan You Dan Xu Zhe Gan Jiasen Lu Yinfei Yang EgoV MLLM 58 12 0 09 Oct 2024
Temporal Reasoning Transfer from Text to Video Lei Li Yuanxin Liu Linli Yao Peiyuan Zhang Chenxin An Lean Wang Xu Sun Lingpeng Kong Qi Liu LRM 30 6 0 08 Oct 2024
Frame-Voyager: Learning to Query Frames for Video Large Language Models Sicheng Yu Chengkai Jin Huanyu Wang Zhenghao Chen Sheng Jin ... Zhenbang Sun Bingni Zhang Jiawei Wu Hao Zhang Qianru Sun 52 5 0 04 Oct 2024
AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark Wenhao Chai Enxin Song Y. Du Chenlin Meng Vashisht Madhavan Omer Bar-Tal Jeng-Neng Hwang Saining Xie Christopher D. Manning 3DV 61 25 0 04 Oct 2024
Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution Zuyan Liu Yuhao Dong Ziwei Liu Winston Hu Jiwen Lu Yongming Rao ObjD 61 54 0 19 Sep 2024
Question-Answering Dense Video Events Hangyu Qin Junbin Xiao Angela Yao VLM 65 1 0 06 Sep 2024
InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks Zhe Chen Jiannan Wu Wenhai Wang Weijie Su Guo Chen ... Bin Li Ping Luo Tong Lu Yu Qiao Jifeng Dai VLM MLLM 135 895 0 21 Dec 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 244 4,186 0 30 Jan 2023