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

A Culturally-diverse Multilingual Multimodal Video Benchmark & Model EMNLP 2025
Flexible Frame Selection for Efficient Video Reasoning CVPR 2025
HierarQ: Task-Aware Hierarchical Q-Former for Enhanced Video Understanding CVPR 2025
Commonsense Video Question Answering through Video-Grounded Entailment Tree Reasoning CVPR 2025
ECBench: Can Multi-modal Foundation Models Understand the Egocentric World? A Holistic Embodied Cognition Benchmark CVPR 2025
AdaCM^2: On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory Reduction CVPR 2025
Adaptive Keyframe Sampling for Long Video Understanding CVPR 2025
M-LLM Based Video Frame Selection for Efficient Video Understanding CVPR 2025
EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering CVPR 2025
DToMA: Training-free Dynamic Token MAnipulation for Long Video Understanding IJCAI 2025
VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection CVPR 2025
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering CVPR 2025
EduVidQA: Generating and Evaluating Long-form Answers to Student Questions based on Lecture Videos EMNLP 2025
Towards Multimodal Question Answering in Educational Domain AACL 2025
Language-aware Visual Semantic Distillation for Video Question Answering CVPR 2024
Self-Adaptive Sampling for Accurate Video Question Answering on Image Text Models NAACL 2024
MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding NIPS 2024
CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes NIPS 2024
Video-Context Aligned Transformer for Video Question Answering AAAI 2024
Encoding and Controlling Global Semantics for Long-form Video Question Answering EMNLP 2024
Slot-VLM: Object-Event Slots for Video-Language Modeling NIPS 2024
YTCommentQA: Video Question Answerability in Instructional Videos AAAI 2024
Question-Instructed Visual Descriptions for Zero-Shot Video Answering ACL 2024
Exploring Question Guidance and Answer Calibration for Visually Grounded Video Question Answering EMNLP 2024
Grounded Question-Answering in Long Egocentric Videos CVPR 2024