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

Video-MMMU: Evaluating Knowledge Acquisition from Multidisciplinary Professional Videos ACL 2026
FALCONEye: Finding Answers and Localizing Content in ONE-hour-long videos with multi-modal LLMs WACV 2026
VisAssist: A Visually Impaired-Captured Video Question Answering Benchmark for Assistive Systems AAAI 2026
MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding ACL 2026
Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QA EACL 2026
Evaluating the Capability of Video Question Generation for Expert Knowledge Elicitation WACV 2026
Spacewalk-18: A Benchmark for Multimodal and Long-form Procedural Video Understanding in Novel Domains WACV 2026
KTV: Keyframes and Key Tokens Selection for Efficient Training-Free Video LLMs AAAI 2026
FastV-RAG: Towards Fast and Fine-Grained Video QA with Retrieval-Augmented Generation ACL 2026
LongVideoAgent: Multi-Agent Reasoning with Long Videos ACL 2026
VAGU & GtS: LLM-Based Benchmark and Framework for Joint Video Anomaly Grounding and Understanding AAAI 2026
DigimonGPT: An Evolvable Agent with Hierarchical Human-like Memory for Video Question Answering AAAI 2026
RAVU: Retrieval Augmented Video Understanding with Compositional Reasoning over Graph WACV 2026
ReFineVQA: Iterative Refinement of Video Description via Feedback Generation for Video Question Answering WACV 2026
M-LLM Based Video Frame Selection for Efficient Video Understanding CVPR 2025
MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models CVPR 2025
AdaCM^2: On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory Reduction CVPR 2025
LiveCC: Learning Video LLM with Streaming Speech Transcription at Scale CVPR 2025
Adaptive Keyframe Sampling for Long Video Understanding CVPR 2025
Omnia de EgoTempo: Benchmarking Temporal Understanding of Multi-Modal LLMs in Egocentric Videos CVPR 2025
Building a Mind Palace: Structuring Environment-Grounded Semantic Graphs for Effective Long Video Analysis with LLMs CVPR 2025
TOGA: Temporally Grounded Open-Ended Video QA with Weak Supervision ICCV 2025
Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward NAACL 2025
Video-Panda: Parameter-efficient Alignment for Encoder-free Video-Language Models CVPR 2025
Enhancing Video-LLM Reasoning via Agent-of-Thoughts Distillation CVPR 2025