MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning

29 November 2023

Zicheng Liu

Papers citing "MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning"

29 / 29 papers shown

Title
Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation Galann Pennec Zhengyuan Liu Nicholas Asher Philippe Muller Nancy F. Chen VGen 9 0 0 10 May 2025
FocusedAD: Character-centric Movie Audio Description Xiaojun Ye C. Wang Yiren Song Sheng Zhou Liangcheng Li Jiajun Bu VGen 40 0 0 16 Apr 2025
VideoAgent2: Enhancing the LLM-Based Agent System for Long-Form Video Understanding by Uncertainty-Aware CoT Zhuo Zhi Qiangqiang Wu Minghe shen W. J. Li Yinchuan Li Kun Shao Kaiwen Zhou LLMAG 28 0 0 06 Apr 2025
Shot-by-Shot: Film-Grammar-Aware Training-Free Audio Description Generation Junyu Xie Tengda Han Max Bain Arsha Nagrani Eshika Khandelwal Gül Varol Weidi Xie Andrew Zisserman DiffM VGen 55 0 0 01 Apr 2025
Learning to Generate Long-term Future Narrations Describing Activities of Daily Living Ramanathan Rajendiran Debaditya Roy Basura Fernando VGen 36 0 0 03 Mar 2025
Parameter-free Video Segmentation for Vision and Language Understanding Louis Mahon Mirella Lapata VLM 32 1 0 03 Mar 2025
Memory Helps, but Confabulation Misleads: Understanding Streaming Events in Videos with MLLMs Gengyuan Zhang Mingcong Ding Tong Liu Yao Zhang Volker Tresp 71 1 0 24 Feb 2025
Natural Language Generation from Visual Sequences: Challenges and Future Directions Aditya K Surikuchi Raquel Fernández Sandro Pezzelle EGVM 88 0 0 18 Feb 2025
A Review of Multimodal Explainable Artificial Intelligence: Past, Present and Future Shilin Sun Wenbin An Feng Tian Fang Nan Qidong Liu J. Liu N. Shah Ping Chen 72 2 0 18 Dec 2024
SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization Hongrui Jia Chaoya Jiang Haiyang Xu Wei Ye Mengfan Dong Ming Yan Ji Zhang Fei Huang Shikun Zhang MLLM 83 2 0 17 Nov 2024
StoryTeller: Improving Long Video Description through Global Audio-Visual Character Identification Yichen He Yuan Lin Jianchao Wu Hanchong Zhang Yuchen Zhang Ruicheng Le VGen VLM 41 2 0 11 Nov 2024
Benchmarking Large Language Models for Conversational Question Answering in Multi-instructional Documents Shiwei Wu Chen Zhang Yan Gao Qimeng Wang Tong Bill Xu Yao Hu Enhong Chen ELM 22 1 0 01 Oct 2024
StimuVAR: Spatiotemporal Stimuli-aware Video Affective Reasoning with Multimodal Large Language Models Y. Guo Faizan Siddiqui Yang Zhao Rama Chellappa Shao-Yuan Lo LRM 22 2 0 31 Aug 2024
What Makes a Good Story and How Can We Measure It? A Comprehensive Survey of Story Evaluation Dingyi Yang Qin Jin 26 5 0 26 Aug 2024
MM-Vet v2: A Challenging Benchmark to Evaluate Large Multimodal Models for Integrated Capabilities Weihao Yu Zhengyuan Yang Linfeng Ren Linjie Li Jianfeng Wang K. Lin Chung-Ching Lin Zicheng Liu Lijuan Wang Xinchao Wang VLM MLLM 25 17 0 01 Aug 2024
Learning Video Context as Interleaved Multimodal Sequences S. Shao Pengchuan Zhang Y. Li Xide Xia A. Meso Ziteng Gao Jinheng Xie N. Holliman Mike Zheng Shou 38 5 0 31 Jul 2024
AutoAD-Zero: A Training-Free Framework for Zero-Shot Audio Description Junyu Xie Tengda Han Max Bain Arsha Nagrani Gül Varol Weidi Xie Andrew Zisserman VGen 25 7 0 22 Jul 2024
AutoAD III: The Prequel -- Back to the Pixels Tengda Han Max Bain Arsha Nagrani Gül Varol Weidi Xie Andrew Zisserman VGen DiffM 33 4 0 22 Apr 2024
Movie101v2: Improved Movie Narration Benchmark Zihao Yue Yepeng Zhang Ziheng Wang Qin Jin VGen 14 1 0 20 Apr 2024
Contextual AD Narration with Interleaved Multimodal Sequence Hanlin Wang Zhan Tong Kecheng Zheng Yujun Shen Limin Wang VGen 43 3 0 19 Mar 2024
"It's Kind of Context Dependent": Understanding Blind and Low Vision People's Video Accessibility Preferences Across Viewing Scenarios Lucy Jiang Crescentia Jung Mahika Phutane Abigale Stangl Shiri Azenkot 33 2 0 16 Mar 2024
Video Understanding with Large Language Models: A Survey Yunlong Tang Jing Bi Siting Xu Luchuan Song Susan Liang ... Feng Zheng Jianguo Zhang Ping Luo Jiebo Luo Chenliang Xu VLM 47 76 0 29 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
Text-Only Training for Image Captioning using Noise-Injected CLIP David Nukrai Ron Mokady Amir Globerson VLM CLIP 41 69 0 01 Nov 2022
Complexity-Based Prompting for Multi-Step Reasoning Yao Fu Hao-Chun Peng Ashish Sabharwal Peter Clark Tushar Khot ReLM LRM 152 298 0 03 Oct 2022
In-context Learning and Induction Heads Catherine Olsson Nelson Elhage Neel Nanda Nicholas Joseph Nova Dassarma ... Tom B. Brown Jack Clark Jared Kaplan Sam McCandlish C. Olah 237 453 0 24 Sep 2022
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark A. Kalyan ELM ReLM LRM 198 1,089 0 20 Sep 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,296 0 17 Jan 2021