conftrace_

video question answering

199 papers

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Also known as

VIDEO QA VIDEOQA VIDQA VQA

Co-occurring keywords

video understanding (1658) multimodal learning (4645) visual question answering (1017) temporal reasoning (313) multi-modal learning (1278) large language model (13587) visual reasoning (493) attention mechanism (4001) vision-language model (2348) question answering (2963)

Papers

MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models CVPR 2025
ReWind: Understanding Long Videos with Instructed Learnable Memory CVPR 2025
A Dataset for Programming-based Instructional Video Classification and Question Answering COLING 2025
Adaptive Keyframe Sampling for Long Video Understanding CVPR 2025
VITED: Video Temporal Evidence Distillation CVPR 2025
SEAL: Semantic Attention Learning for Long Video Representation CVPR 2025
MovieCORE: COgnitive REasoning in Movies EMNLP 2025
ISR-DPO: Aligning Large Multimodal Models for Videos by Iterative Self-Retrospective DPO AAAI 2025
RoadSocial: A Diverse VideoQA Dataset and Benchmark for Road Event Understanding from Social Video Narratives CVPR 2025
LVBench: An Extreme Long Video Understanding Benchmark ICCV 2025
LiveCC: Learning Video LLM with Streaming Speech Transcription at Scale CVPR 2025
Graph Prompts: Adapting Video Graph for Video Question Answering IJCAI 2025
VideoLLaMB: Long Streaming Video Understanding with Recurrent Memory Bridges ICCV 2025
Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering EMNLP 2025
Building a Mind Palace: Structuring Environment-Grounded Semantic Graphs for Effective Long Video Analysis with LLMs CVPR 2025
Assessing Modality Bias in Video Question Answering Benchmarks with Multimodal Large Language Models AAAI 2025
DAM: Dynamic Adapter Merging for Continual Video QA Learning WACV 2025
A Culturally-diverse Multilingual Multimodal Video Benchmark & Model EMNLP 2025
TOGA: Temporally Grounded Open-Ended Video QA with Weak Supervision ICCV 2025
Omnia de EgoTempo: Benchmarking Temporal Understanding of Multi-Modal LLMs in Egocentric Videos CVPR 2025
ECBench: Can Multi-modal Foundation Models Understand the Egocentric World? A Holistic Embodied Cognition Benchmark CVPR 2025
Generating Questions, Answers, and Distractors for Videos: Exploring Semantic Uncertainty of Object Motions ACL 2025
VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos ACL 2025
Video-Panda: Parameter-efficient Alignment for Encoder-free Video-Language Models CVPR 2025
AdaCM^2: On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory Reduction CVPR 2025