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Video Understanding

1592 directly classified papers

Papers per year

Papers

No More Shortcuts: Realizing the Potential of Temporal Self-Supervision AAAI 2024
CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes NIPS 2024
Fewer Steps, Better Performance: Efficient Cross-Modal Clip Trimming for Video Moment Retrieval Using Language AAAI 2024
MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning NIPS 2024
CityPulse: Fine-Grained Assessment of Urban Change with Street View Time Series AAAI 2024
Video-Text Prompting for Weakly Supervised Spatio-Temporal Video Grounding EMNLP 2024
Do You Remember? Dense Video Captioning with Cross-Modal Memory Retrieval CVPR 2024
Collaborative Weakly Supervised Video Correlation Learning for Procedure-Aware Instructional Video Analysis AAAI 2024
DTF-AT: Decoupled Time-Frequency Audio Transformer for Event Classification AAAI 2024
VERIFIED: A Video Corpus Moment Retrieval Benchmark for Fine-Grained Video Understanding NIPS 2024
A Simple LLM Framework for Long-Range Video Question-Answering EMNLP 2024
Lighthouse: A User-Friendly Library for Reproducible Video Moment Retrieval and Highlight Detection EMNLP 2024
GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval AAAI 2024
MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos CVPR 2024
IndustReal: A Dataset for Procedure Step Recognition Handling Execution Errors in Egocentric Videos in an Industrial-Like Setting WACV 2024
Referred by Multi-Modality: A Unified Temporal Transformer for Video Object Segmentation AAAI 2024
Context Enhanced Transformer for Single Image Object Detection in Video Data AAAI 2024
Understanding Video Transformers via Universal Concept Discovery CVPR 2024
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding NIPS 2024
OnlineTAS: An Online Baseline for Temporal Action Segmentation NIPS 2024
Spatio-Temporal Pixel-Level Contrastive Learning-Based Source-Free Domain Adaptation for Video Semantic Segmentation CVPR 2023
Unbiased Scene Graph Generation in Videos CVPR 2023
VLTinT: Visual-Linguistic Transformer-in-Transformer for Coherent Video Paragraph Captioning AAAI 2023
Source-Free Video Domain Adaptation With Spatial-Temporal-Historical Consistency Learning CVPR 2023
SkateboardAI: The Coolest Video Action Recognition for Skateboarding (Student Abstract) AAAI 2023