MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding

8 April 2024

Ser-Nam Lim

Papers citing "MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding"

31 / 31 papers shown

Title
RAVU: Retrieval Augmented Video Understanding with Compositional Reasoning over Graph Sameer Malik Moyuru Yamada Ayush Singh Dishank Aggarwal 47 0 0 06 May 2025
Rethinking Memory in AI: Taxonomy, Operations, Topics, and Future Directions Yiming Du Wenyu Huang Danna Zheng Zhaowei Wang Sébastien Montella Mirella Lapata Kam-Fai Wong Jeff Z. Pan KELM MU 62 1 0 01 May 2025
Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering Yumeng Shi Quanyu Long Wenya Wang 64 0 0 30 Apr 2025
T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Siyuan Liang Jiayang Liu Jiecheng Zhai Tianmeng Fang Rongcheng Tu A. Liu Xiaochun Cao Dacheng Tao VGen 49 0 0 22 Apr 2025
Towards Understanding How Knowledge Evolves in Large Vision-Language Models Sudong Wang Y. Zhang Yao Zhu Jianing Li Zizhe Wang Y. Liu Xiangyang Ji 29 0 0 31 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
VITED: Video Temporal Evidence Distillation Yujie Lu Yale Song William Yang Wang Lorenzo Torresani Tushar Nagarajan 38 0 0 17 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 55 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 60 0 0 12 Mar 2025
HierarQ: Task-Aware Hierarchical Q-Former for Enhanced Video Understanding Shehreen Azad Vibhav Vineet Y. S. Rawat VLM 42 1 0 11 Mar 2025
StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition Xin Ding Hao Wu Y. Yang Shiqi Jiang Donglin Bai Zhibo Chen Ting Cao 32 0 0 08 Mar 2025
DropletVideo: A Dataset and Approach to Explore Integral Spatio-Temporal Consistent Video Generation Runze Zhang Guoguang Du Xiaochuan Li Qi Jia Liang Jin ... Zhenhua Guo Yaqian Zhao Xiaoli Gong Rengang Li Baoyu Fan VGen 67 0 0 08 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 42 4 0 01 Mar 2025
Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation Mohammad Mahdi Abootorabi Amirhosein Zobeiri Mahdi Dehghani Mohammadali Mohammadkhani Bardia Mohammadi Omid Ghahroodi M. Baghshah Ehsaneddin Asgari RALM 82 3 0 12 Feb 2025
LV-XAttn: Distributed Cross-Attention for Long Visual Inputs in Multimodal Large Language Models Tzu-Tao Chang Shivaram Venkataraman VLM 70 0 0 04 Feb 2025
ReTaKe: Reducing Temporal and Knowledge Redundancy for Long Video Understanding Xiao Wang Qingyi Si Jianlong Wu Shiyu Zhu Li Cao Liqiang Nie VLM 51 6 0 29 Dec 2024
Neptune: The Long Orbit to Benchmarking Long Video Understanding Arsha Nagrani Mingda Zhang Ramin Mehran Rachel Hornung N. B. Gundavarapu ... Boqing Gong Cordelia Schmid Mikhail Sirotenko Yukun Zhu Tobias Weyand 91 4 0 12 Dec 2024
SEAL: Semantic Attention Learning for Long Video Representation Lan Wang Yujia Chen Wen-Sheng Chu Vishnu Naresh Boddeti Du Tran VLM 65 0 0 02 Dec 2024
HyperGLM: HyperGraph for Video Scene Graph Generation and Anticipation Trong-Thuan Nguyen Pha Nguyen J. Cothren Alper Yilmaz Khoa Luu 69 1 0 27 Nov 2024
ReWind: Understanding Long Videos with Instructed Learnable Memory Anxhelo Diko Tinghuai Wang Wassim Swaileh Shiyan Sun Ioannis Patras KELM VLM 73 0 0 23 Nov 2024
Human-inspired Perspectives: A Survey on AI Long-term Memory Zihong He Weizhe Lin Hao Zheng Fan Zhang Matt Jones Laurence Aitchison X. Xu Miao Liu Per Ola Kristensson Junxiao Shen 47 2 0 01 Nov 2024
OmniVid: A Generative Framework for Universal Video Understanding Junke Wang Dongdong Chen Chong Luo Bo He Lu Yuan Zuxuan Wu Yu-Gang Jiang VLM VGen 63 14 0 26 Mar 2024
MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning Jun Chen Deyao Zhu Xiaoqian Shen Xiang Li Zechun Liu Pengchuan Zhang Raghuraman Krishnamoorthi Vikas Chandra Yunyang Xiong Mohamed Elhoseiny MLLM 150 280 0 14 Oct 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 89 51 0 22 May 2023
ChatVideo: A Tracklet-centric Multimodal and Versatile Video Understanding System Junke Wang Dongdong Chen Chong Luo Xiyang Dai Lu Yuan Zuxuan Wu Yu-Gang Jiang 87 54 0 27 Apr 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 198 883 0 27 Apr 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
Anticipative Feature Fusion Transformer for Multi-Modal Action Anticipation Zeyun Zhong David Schneider Michael Voit Rainer Stiefelhagen Jürgen Beyerer 58 44 0 23 Oct 2022
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 272 1,939 0 09 Feb 2021
Memory Enhanced Global-Local Aggregation for Video Object Detection Yihong Chen Yue Cao Han Hu Liwei Wang 96 233 0 26 Mar 2020
AdaFrame: Adaptive Frame Selection for Fast Video Recognition Zuxuan Wu Caiming Xiong Chih-Yao Ma R. Socher L. Davis 99 173 0 29 Nov 2018