Can I Trust Your Answer? Visually Grounded Video Question Answering

4 September 2023

Angela Yao

Papers citing "Can I Trust Your Answer? Visually Grounded Video Question Answering"

42 / 42 papers shown

Title
Scene-Text Grounding for Text-Based Video Question Answering Sheng Zhou Junbin Xiao Xun Yang Peipei Song Dan Guo Angela Yao Meng Wang Tat-Seng Chua 136 1 0 20 May 2025
Weakly Supervised Temporal Sentence Grounding via Positive Sample Mining Lu Dong H. Zhang Hongjie Zhang Y. Huang Z. Ling Yu Qiao Limin Wang Y. Wang AI4TS 28 0 0 10 May 2025
Mapping User Trust in Vision Language Models: Research Landscape, Challenges, and Prospects Agnese Chiatti Sara Bernardini Lara Shibelski Godoy Piccolo Viola Schiaffonati Matteo Matteucci 62 0 0 08 May 2025
VideoExpert: Augmented LLM for Temporal-Sensitive Video Understanding Henghao Zhao Ge-Peng Ji Rui Yan Huan Xiong Zechao Li 24 0 0 10 Apr 2025
Memory-efficient Streaming VideoLLMs for Real-time Procedural Video Understanding Dibyadip Chatterjee Edoardo Remelli Yale Song Bugra Tekin Abhay Mittal ... Shreyas Hampali Eric Sauser Shugao Ma Angela Yao Fadime Sener VLM 46 0 0 10 Apr 2025
VideoChat-R1: Enhancing Spatio-Temporal Perception via Reinforcement Fine-Tuning Xinhao Li Ziang Yan Desen Meng Lu Dong Xiangyu Zeng Yinan He Y. Wang Yu Qiao Yi Wang Limin Wang VLM AI4TS LRM 40 3 0 09 Apr 2025
TimeSearch: Hierarchical Video Search with Spotlight and Reflection for Human-like Long Video Understanding Junwen Pan Rui Zhang Xin Wan Yuan Zhang Ming Lu Qi She VLM 46 1 0 02 Apr 2025
Exploring the Effect of Reinforcement Learning on Video Understanding: Insights from SEED-Bench-R1 Yi Chen Yuying Ge Rui Wang Yixiao Ge Lu Qiu Ying Shan Xihui Liu ReLM VLM OffRL LRM 52 2 0 31 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 84 0 0 17 Mar 2025
V-STaR: Benchmarking Video-LLMs on Video Spatio-Temporal Reasoning Zixu Cheng Jian Hu Ziquan Liu Chenyang Si Wei Li Shaogang Gong LRM 70 2 0 14 Mar 2025
Measure Twice, Cut Once: Grasping Video Structures and Event Semantics with LLMs for Video Temporal Localization Zongshang Pang Mayu Otani Yuta Nakashima 58 0 0 12 Mar 2025
EgoBlind: Towards Egocentric Visual Assistance for the Blind People Junbin Xiao Nanxin Huang Hao Qiu Zhulin Tao Xun Yang Richang Hong M. Wang Angela Yao EgoV VLM 65 0 0 11 Mar 2025
Question-Aware Gaussian Experts for Audio-Visual Question Answering Hongyeob Kim Inyoung Jung Dayoon Suh Youjia Zhang Sangmin Lee Sungeun Hong 61 0 0 06 Mar 2025
Cross-modal Causal Relation Alignment for Video Question Grounding Weixing Chen Y. Liu Binglin Chen Jiandong Su Yongsen Zheng Liang Lin BDL VGen CML 43 2 0 05 Mar 2025
Foundation Models and Adaptive Feature Selection: A Synergistic Approach to Video Question Answering Sai Bhargav Rongali M. Cui Ankit Jha Neha Bhargava Saurabh Prasad Biplab Banerjee 79 0 0 12 Dec 2024
Eyes on the Road: State-of-the-Art Video Question Answering Models Assessment for Traffic Monitoring Tasks Joseph Raj Vishal Divesh Basina Aarya Choudhary Bharatesh Chakravarthi 67 1 0 02 Dec 2024
VideoLLM Knows When to Speak: Enhancing Time-Sensitive Video Comprehension with Video-Text Duet Interaction Format Yueqian Wang Xiaojun Meng Y. Wang Jianxin Liang Jiansheng Wei Huishuai Zhang Dongyan Zhao VGen 83 8 0 27 Nov 2024
On the Consistency of Video Large Language Models in Temporal Comprehension Minjoon Jung Junbin Xiao Byoung-Tak Zhang Angela Yao 87 2 0 20 Nov 2024
Principles of Visual Tokens for Efficient Video Understanding Xinyue Hao Gen Li Shreyank N. Gowda Robert B Fisher Jonathan Huang Anurag Arnab Laura Sevilla-Lara 98 0 0 20 Nov 2024
Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level Andong Deng Tongjia Chen Shoubin Yu Taojiannan Yang Lincoln Spencer Yapeng Tian Ajmal Saeed Mian Mohit Bansal Chen Chen LRM 65 1 0 15 Nov 2024
Jailbreak Attacks and Defenses against Multimodal Generative Models: A Survey Xuannan Liu Xing Cui Peipei Li Zekun Li Huaibo Huang Shuhan Xia Miaoxuan Zhang Yueying Zou Ran He AAML 65 6 0 14 Nov 2024
HourVideo: 1-Hour Video-Language Understanding Keshigeyan Chandrasegaran Agrim Gupta Lea M. Hadzic Taran Kota Jimming He Cristobal Eyzaguirre Zane Durante Manling Li Jiajun Wu L. Fei-Fei VLM 48 31 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 69 14 0 25 Oct 2024
Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models Haibo Wang Zhiyang Xu Yu Cheng Shizhe Diao Yufan Zhou Yixin Cao Qifan Wang Weifeng Ge Lifu Huang 24 20 0 04 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 67 5 0 04 Oct 2024
ReXTime: A Benchmark Suite for Reasoning-Across-Time in Videos Jr-Jen Chen Yu-Chien Liao Hsi-Che Lin Yu-Chu Yu Yen-Chun Chen Yu-Chiang Frank Wang 37 10 0 27 Jun 2024
VideoHallucer: Evaluating Intrinsic and Extrinsic Hallucinations in Large Video-Language Models Yuxuan Wang Yueqian Wang Dongyan Zhao Cihang Xie Zilong Zheng MLLM VLM 44 26 0 24 Jun 2024
Streaming Long Video Understanding with Large Language Models Rui Qian Xiao-wen Dong Pan Zhang Yuhang Zang Shuangrui Ding Dahua Lin Jiaqi Wang VLM 33 40 0 25 May 2024
MovieChat+: Question-aware Sparse Memory for Long Video Question Answering Enxin Song Wenhao Chai Tianbo Ye Jenq-Neng Hwang Xi Li Gaoang Wang VLM MLLM 37 28 0 26 Apr 2024
MoReVQA: Exploring Modular Reasoning Models for Video Question Answering Juhong Min Shyamal Buch Arsha Nagrani Minsu Cho Cordelia Schmid LRM 44 20 0 09 Apr 2024
An Image Grid Can Be Worth a Video: Zero-shot Video Question Answering Using a VLM Wonkyun Kim Changin Choi Wonseok Lee Wonjong Rhee VLM 45 51 0 27 Mar 2024
HawkEye: Training Video-Text LLMs for Grounding Text in Videos Yueqian Wang Xiaojun Meng Jianxin Liang Yuxuan Wang Qun Liu Dongyan Zhao 34 30 0 15 Mar 2024
Abductive Ego-View Accident Video Understanding for Safe Driving Perception Jianwu Fang Lei-lei Li Junfei Zhou Junbin Xiao Hongkai Yu Chen Lv Jianru Xue Tat-Seng Chua 29 14 0 01 Mar 2024
A Simple LLM Framework for Long-Range Video Question-Answering Ce Zhang Taixi Lu Md. Mohaiminul Islam Ziyang Wang Shoubin Yu Mohit Bansal Gedas Bertasius 102 80 0 28 Dec 2023
Behind the Magic, MERLIM: Multi-modal Evaluation Benchmark for Large Image-Language Models Andrés Villa Juan Carlos León Alcázar Alvaro Soto Bernard Ghanem MLLM VLM 24 9 0 03 Dec 2023
Video-LLaVA: Learning United Visual Representation by Alignment Before Projection Bin Lin Yang Ye Bin Zhu Jiaxi Cui Munan Ning Peng Jin Li-ming Yuan VLM MLLM 194 591 0 16 Nov 2023
Look, Remember and Reason: Grounded reasoning in videos with language models Apratim Bhattacharyya Sunny Panchal Mingu Lee Reza Pourreza Pulkit Madan Roland Memisevic LRM 33 7 0 30 Jun 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 270 4,244 0 30 Jan 2023
HiTeA: Hierarchical Temporal-Aware Video-Language Pre-training Qinghao Ye Guohai Xu Ming Yan Haiyang Xu Qi Qian Ji Zhang Fei Huang VLM AI4TS 173 69 0 30 Dec 2022
Video Graph Transformer for Video Question Answering Junbin Xiao Pan Zhou Tat-Seng Chua Shuicheng Yan ViT 148 75 0 12 Jul 2022
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
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