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video reasoning

40 papers

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Co-occurring keywords · papers mentioning both

video understanding (14) reinforcement learning (10) vision-language model (7) video question answering (5) multimodal learning (5) video large language model (4) large language model (4) multimodal reasoning (4) multimodal large language model (4) reasoning trace (3)

Papers

VEU-Bench: Towards Comprehensive Understanding of Video Editing CVPR 2025 VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection CVPR 2025 Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning EMNLP 2025 MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning NeurIPS 2024 MVBench: A Comprehensive Multi-modal Video Understanding Benchmark CVPR 2024 SOK-Bench: A Situated Video Reasoning Benchmark with Aligned Open-World Knowledge CVPR 2024 TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning EMNLP 2024 YTCommentQA: Video Question Answerability in Instructional Videos AAAI 2024 Let’s Think Frame by Frame with VIP: A Video Infilling and Prediction Dataset for Evaluating Video Chain-of-Thought EMNLP 2023 CLEVRER-Humans: Describing Physical and Causal Events the Human Way NeurIPS 2022 ComPhy: Compositional Physical Reasoning of Objects and Events from Videos ICLR 2022 OBJECT DYNAMICS DISTILLATION FOR SCENE DECOMPOSITION AND REPRESENTATION ICLR 2022 Rethinking the Video Sampling and Reasoning Strategies for Temporal Sentence Grounding EMNLP 2022 Generative Video Transformer: Can Objects be the Words? ICML 2021 SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning Over Traffic Events CVPR 2021