Title
DiGIT: Multi-Dilated Gated Encoder and Central-Adjacent Region Integrated Decoder for Temporal Action Detection Transformer Ho-Joong Kim Y. E. Lee Jung-Ho Hong Seong-Whan Lee 40 0 0 09 May 2025
VIST-GPT: Ushering in the Era of Visual Storytelling with LLMs? Mohamed Gado Towhid Taliee Muhammad Memon D. Ignatov Radu Timofte 70 0 0 27 Apr 2025
ActionArt: Advancing Multimodal Large Models for Fine-Grained Human-Centric Video Understanding Yi-Xing Peng Q. Yang Yu-Ming Tang Shenghao Fu Kun-Yu Lin Xihan Wei Wei-Shi Zheng 42 0 0 25 Apr 2025
MMMORRF: Multimodal Multilingual Modularized Reciprocal Rank Fusion Saron Samuel Dan DeGenaro Jimena Guallar-Blasco Kate Sanders Oluwaseun Eisape ... David Etter Efsun Kayi Matthew Wiesner Kenton W. Murray Reno Kriz 85 0 0 26 Mar 2025
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering Md. Mohaiminul Islam Tushar Nagarajan Huiyu Wang Gedas Bertasius Lorenzo Torresani 159 0 0 12 Mar 2025
Modeling Fine-Grained Hand-Object Dynamics for Egocentric Video Representation Learning Baoqi Pei Y. Huang Jilan Xu Guo Chen Yuping He ... Yali Wang Weidi Xie Yu Qiao Fei Wu Limin Wang 41 0 0 02 Mar 2025
L4P: Low-Level 4D Vision Perception Unified Abhishek Badki Hang Su Bowen Wen Orazio Gallo VLM 89 1 0 18 Feb 2025
HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding Jiaxing Zhao Q. Yang Yixing Peng Detao Bai Shimin Yao ... Xiang Chen Shenghao Fu Weixuan chen Xihan Wei Liefeng Bo VGen AuLLM 50 5 0 28 Jan 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 89 19 0 21 Jan 2025
VidCtx: Context-aware Video Question Answering with Image Models Andreas Goulas Vasileios Mezaris Ioannis Patras 159 0 0 23 Dec 2024
Do Language Models Understand Time? Xi Ding Lei Wang 178 0 0 18 Dec 2024
Gramian Multimodal Representation Learning and Alignment Giordano Cicchetti Eleonora Grassucci Luigi Sigillo Danilo Comminiello 91 1 0 16 Dec 2024
TimeRefine: Temporal Grounding with Time Refining Video LLM Xizi Wang Feng Cheng Ziyang Wang Huiyu Wang Md. Mohaiminul Islam Lorenzo Torresani Joey Tianyi Zhou Gedas Bertasius David J. Crandall 109 1 0 12 Dec 2024
VideoSAVi: Self-Aligned Video Language Models without Human Supervision Yogesh Kulkarni Pooyan Fazli VLM 103 2 0 01 Dec 2024
Sparse Attention Vectors: Generative Multimodal Model Features Are Discriminative Vision-Language Classifiers Chancharik Mitra Brandon Huang Tianning Chai Zhiqiu Lin Assaf Arbelle Rogerio Feris Leonid Karlinsky Trevor Darrell Deva Ramanan Roei Herzig VLM 126 4 0 28 Nov 2024
TechCoach: Towards Technical-Point-Aware Descriptive Action Coaching Yuan-Ming Li An-Lan Wang Kun-Yu Lin Yu-Ming Tang Ling-an Zeng Jian-Fang Hu Wei-Shi Zheng 96 6 0 26 Nov 2024
VideoGLaMM: A Large Multimodal Model for Pixel-Level Visual Grounding in Videos Shehan Munasinghe Hanan Gani Wenqi Zhu Jiale Cao Eric P. Xing F. Khan Salman Khan MLLM VGen VLM 44 6 0 07 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 71 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 85 12 0 09 Oct 2024
T2V-Turbo-v2: Enhancing Video Generation Model Post-Training through Data, Reward, and Conditional Guidance Design Jiachen Li Qian Long Jian Zheng Xiaofeng Gao Robinson Piramuthu Wenhu Chen William Yang Wang VGen 29 22 0 08 Oct 2024
TRACE: Temporal Grounding Video LLM via Causal Event Modeling Yongxin Guo Jingyu Liu Mingda Li Xiaoying Tang Qingbin Liu Xiaoying Tang 39 14 0 08 Oct 2024
MIO: A Foundation Model on Multimodal Tokens Zekun Wang King Zhu Chunpu Xu Wangchunshu Zhou Jiaheng Liu ... Yuanxing Zhang Ge Zhang Ke Xu Jie Fu Wenhao Huang MLLM AuLLM 60 11 0 26 Sep 2024
ExpertAF: Expert Actionable Feedback from Video Kumar Ashutosh Tushar Nagarajan Georgios Pavlakos Kris M. Kitani Kristen Grauman VGen 44 2 0 01 Aug 2024
ViLLa: Video Reasoning Segmentation with Large Language Model Rongkun Zheng Lu Qi Xi Chen Yi Wang Kun Wang Yu Qiao Hengshuang Zhao VOS LRM 72 2 0 18 Jul 2024
AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation Yuhan Zhu Yuyang Ji Zhiyu Zhao Gangshan Wu Limin Wang VLM 39 7 0 05 Jul 2024
KeyVideoLLM: Towards Large-scale Video Keyframe Selection Hao Liang Jiapeng Li Tianyi Bai Xijie Huang Linzhuang Sun Zhengren Wang Conghui He Bin Cui Chong Chen Wentao Zhang VGen 29 7 0 03 Jul 2024
Tarsier: Recipes for Training and Evaluating Large Video Description Models Jiawei Wang Liping Yuan Yuchen Zhang 44 52 0 30 Jun 2024
Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QA Jongwoo Park Kanchana Ranasinghe Kumara Kahatapitiya Wonjeong Ryoo Donghyun Kim Michael S. Ryoo 65 20 0 13 Jun 2024
VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos Ziyang Wang Shoubin Yu Elias Stengel-Eskin Jaehong Yoon Feng Cheng Gedas Bertasius Mohit Bansal 54 56 0 29 May 2024
Panda-70M: Captioning 70M Videos with Multiple Cross-Modality Teachers Tsai-Shien Chen Aliaksandr Siarohin Willi Menapace Ekaterina Deyneka Hsiang-wei Chao ... Yuwei Fang Hsin-Ying Lee Jian Ren Ming-Hsuan Yang Sergey Tulyakov VGen 86 178 0 29 Feb 2024
Genie: Generative Interactive Environments Jake Bruce Michael Dennis Ashley D. Edwards Jack Parker-Holder Yuge Shi ... Konrad Zolna Jeff Clune Nando de Freitas Satinder Singh Tim Rocktaschel VGen VLM 74 144 0 23 Feb 2024
EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters Quan-Sen Sun Jinsheng Wang Qiying Yu Yufeng Cui Fan Zhang Xiaosong Zhang Xinlong Wang VLM CLIP MLLM 94 41 0 06 Feb 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 176 924 0 21 Dec 2023
Harvest Video Foundation Models via Efficient Post-Pretraining Yizhuo Li Kunchang Li Yinan He Yi Wang Yali Wang Limin Wang Yu Qiao Ping Luo CLIP VLM VGen 51 2 0 30 Oct 2023
Boundary Discretization and Reliable Classification Network for Temporal Action Detection Zhenying Fang Jun Yu Richang Hong 26 0 0 10 Oct 2023
Perception Test: A Diagnostic Benchmark for Multimodal Video Models Viorica Puatruaucean Lucas Smaira Ankush Gupta Adrià Recasens Continente L. Markeeva ... Y. Aytar Simon Osindero Dima Damen Andrew Zisserman João Carreira VLM 135 140 0 23 May 2023
VideoLLM: Modeling Video Sequence with Large Language Models Guo Chen Yin-Dong Zheng Jiahao Wang Jilan Xu Yifei Huang ... Yi Wang Yali Wang Yu Qiao Tong Lu Limin Wang MLLM 103 76 0 22 May 2023
mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality Qinghao Ye Haiyang Xu Guohai Xu Jiabo Ye Ming Yan ... Junfeng Tian Qiang Qi Ji Zhang Feiyan Huang Jingren Zhou VLM MLLM 208 900 0 27 Apr 2023
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 392 4,137 0 28 Jan 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,443 0 11 Nov 2021
VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding Hu Xu Gargi Ghosh Po-Yao (Bernie) Huang Dmytro Okhonko Armen Aghajanyan Florian Metze Luke Zettlemoyer Florian Metze Luke Zettlemoyer Christoph Feichtenhofer CLIP VLM 259 558 0 28 Sep 2021
How Much Can CLIP Benefit Vision-and-Language Tasks? Sheng Shen Liunian Harold Li Hao Tan Joey Tianyi Zhou Anna Rohrbach Kai-Wei Chang Z. Yao Kurt Keutzer CLIP VLM MLLM 196 405 0 13 Jul 2021
CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval Huaishao Luo Lei Ji Ming Zhong Yang Chen Wen Lei Nan Duan Tianrui Li CLIP VLM 317 780 0 18 Apr 2021
Multi-modal Transformer for Video Retrieval Valentin Gabeur Chen Sun Alahari Karteek Cordelia Schmid ViT 424 596 0 21 Jul 2020