conftrace_

long-form video

22 papers

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Co-occurring keywords

video understanding (1658) video question answering (199) multimodal learning (4645) long video understanding (21) multi-modal model (28) frame sampling (26) keyframe extraction (10) keyframe selection (15) large language model (13587) audio description (16)

Papers

Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QA EACL 2026
X-LeBench: A Benchmark for Extremely Long Egocentric Video Understanding EMNLP 2025
SALOVA: Segment-Augmented Long Video Assistant for Targeted Retrieval and Routing in Long-Form Video Analysis CVPR 2025
InfiniBench: A Benchmark for Large Multi-Modal Models in Long-Form Movies and TV Shows EMNLP 2025
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering CVPR 2025
Re-thinking Temporal Search for Long-Form Video Understanding CVPR 2025
Language Repository for Long Video Understanding ACL 2025
BOLT: Boost Large Vision-Language Model Without Training for Long-form Video Understanding CVPR 2025
VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos CVPR 2025
MiraData: A Large-Scale Video Dataset with Long Durations and Structured Captions NIPS 2024
Video Token Merging for Long Video Understanding NIPS 2024
MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning CVPR 2024
TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding EMNLP 2023
LOGO: A Long-Form Video Dataset for Group Action Quality Assessment CVPR 2023
MIST: Multi-Modal Iterative Spatial-Temporal Transformer for Long-Form Video Question Answering CVPR 2023
EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding NIPS 2023
Localizing Moments in Long Video Via Multimodal Guidance ICCV 2023
Selective Structured State-Spaces for Long-Form Video Understanding CVPR 2023
MAD: A Scalable Dataset for Language Grounding in Videos From Movie Audio Descriptions CVPR 2022
Towards Long-Form Video Understanding CVPR 2021
Open-Ended Long-Form Video Question Answering via Hierarchical Convolutional Self-Attention Networks IJCAI 2019
Open-Ended Long-form Video Question Answering via Adaptive Hierarchical Reinforced Networks IJCAI 2018