VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection
Songhao Han, Wei Huang, Hairong Shi, Le Zhuo, Xiu Su, Shifeng Zhang, Xu Zhou, Xiaojuan Qi, Yue Liao, Si Liu
2025年份
35顶会引用
摘要
Evidence: The <obj_start> man <obj_end> <box_start> [[575, 513, 544, 972]] ... with <obj_start> pink pills <obj_end> <box_start> [[355, 443, 33, 61]] <box_end> later in the images.
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引用它的顶会 Paper35
- VideoRFT: Incentivizing Video Reasoning Capability in MLLMs via Reinforced Fine-TuningQi (Cheems) Wang, Yanrui Yu, Ye Yuan, Rui Mao 等NeurIPS 2025 · 被引用 103 次
- Scaling RL to Long VideosYukang Chen, Wei Huang, Baifeng Shi, Qinghao Hu 等NeurIPS 2025 · 被引用 91 次
- Open-o3-Video: Grounded Video Reasoning with Explicit Spatio-Temporal EvidenceJiahao Meng, Xiangtai Li, Haochen Wang, Tan Yue 等ICML 2026 · 被引用 43 次
- Chain-of-Frames: Advancing Video Understanding in Multimodal LLMs via Frame-Aware ReasoningSARA GHAZANFARI, Francesco Croce, Nicolas Flammarion, Prashanth Krishnamurthy 等CVPR 2026 · 被引用 35 次
- VideoITG: Multimodal Video Understanding with Instructed Temporal GroundingShihao Wang, Guo Chen, De-An Huang, Zhiqi Li 等CVPR 2026 · 被引用 35 次
它引用的顶会 Paper25
- Learning Transferable Visual Models From Natural Language SupervisionAlec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh 等ICML 2021 · 被引用 47,906 次
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- Visual Instruction TuningHaotian Liu, Chunyuan Li, Qingyang Wu, Yong Jae LeeNeurIPS 2023 · 被引用 11,349 次
- BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language ModelsJunnan Li, Dongxu Li, Silvio Savarese, Steven C. H. HoiICML 2023 · 被引用 7,873 次
- FlashAttention: Fast and Memory-Efficient Exact Attention with IO-AwarenessTri Dao, Daniel Y. Fu, Stefano Ermon, Atri Rudra 等NeurIPS 2022 · 被引用 5,493 次
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