% Key papers for Event and anomaly reasoning in video (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2022_end_18759,
  title = {{End-to-End Referring Video Object Segmentation With Multimodal Transformers}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2017_automatic_12075,
  title = {{Automatic Understanding of Image and Video Advertisements}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{cvpr2018_attend_12847,
  title = {{Attend and Interact: Higher-Order Object Interactions for Video Understanding}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Ma_Attend_and_Interact_CVPR_2018_paper.html},
}

@inproceedings{cvpr2018_moviegraphs_13389,
  title = {{MovieGraphs: Towards Understanding Human-Centric Situations From Videos}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Vicol_MovieGraphs_Towards_Understanding_CVPR_2018_paper.html},
}

@inproceedings{cvpr2018_what_13733,
  title = {{What Makes a Video a Video: Analyzing Temporal Information in Video Understanding Models and Datasets}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Huang_What_Makes_a_CVPR_2018_paper.html},
}

@inproceedings{aaai2023_fakesv_3658,
  title = {{FakeSV: A Multimodal Benchmark with Rich Social Context for Fake News Detection on Short Video Platforms}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/26689},
}

@inproceedings{cvpr2019_video_15004,
  title = {{Video Relationship Reasoning Using Gated Spatio-Temporal Energy Graph}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2024_harnessing_23687,
  title = {{Harnessing Large Language Models for Training-free Video Anomaly Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29246},
}

@inproceedings{cvpr2021_agqa_16552,
  title = {{AGQA: A Benchmark for Compositional Spatio-Temporal Reasoning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{iclr2020_clevrer_29532,
  title = {{CLEVRER: Collision Events for Video Representation and Reasoning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2020},
  url = {https://openreview.net/forum?id=HkxYzANYDB},
}

@inproceedings{aaai2019_hirenet_99946,
  title = {{HireNet: A Hierarchical Attention Model for the Automatic Analysis of Asynchronous Video Job Interviews}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/3832},
}

@inproceedings{cvpr2022_multi_19383,
  title = {{Multi-Level Representation Learning With Semantic Alignment for Referring Video Object Segmentation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2024_towards_25061,
  title = {{Towards Surveillance Video-and-Language Understanding: New Dataset Baselines and Challenges}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30807},
}

@inproceedings{iclr2020_cater_29466,
  title = {{CATER: A diagnostic dataset for Compositional Actions \& TEmporal Reasoning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2020},
  url = {https://openreview.net/forum?id=HJgzt2VKPB},
}

@inproceedings{cvpr2025_holmes_26525,
  title = {{Holmes-VAU: Towards Long-term Video Anomaly Understanding at Any Granularity}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33777},
}

@inproceedings{cvpr2022_uboco_20102,
  title = {{UBoCo: Unsupervised Boundary Contrastive Learning for Generic Event Boundary Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{aaai2021_structured_1437,
  title = {{Structured Co-reference Graph Attention for Video-grounded Dialogue}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/01789-structured-co-reference-graph-attention-for-video-grounded-dialogue/},
}

@inproceedings{cvpr2024_uncovering_25119,
  title = {{Uncovering What Why and How: A Comprehensive Benchmark for Causation Understanding of Video Anomaly}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31186},
}

@inproceedings{aaai2018_visual_101485,
  title = {{Visual Explanation by High-Level Abduction: On Answer-Set Programming Driven Reasoning About Moving Objects}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2018},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/11569},
}

@inproceedings{cvpr2024_omnivid_24338,
  title = {{OmniViD: A Generative Framework for Universal Video Understanding}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31403},
}

@inproceedings{cvpr2025_dispider_25962,
  title = {{Dispider: Enabling Video LLMs with Active Real-Time Interaction via Disentangled Perception, Decision, and Reaction}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32582},
}

@inproceedings{cvpr2025_expertaf_26177,
  title = {{ExpertAF: Expert Actionable Feedback from Video}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32840},
}

@inproceedings{cvpr2025_ovo_27104,
  title = {{OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding?}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33492},
}

@inproceedings{cvpr2025_towards_27935,
  title = {{Towards Universal Soccer Video Understanding}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32544},
}

@inproceedings{aaai2025_federated_9184,
  title = {{Federated Weakly Supervised Video Anomaly Detection with Multimodal Prompt}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/35398},
}

@inproceedings{aaai2024_vln_7745,
  title = {{VLN-Video: Utilizing Driving Videos for Outdoor Vision-and-Language Navigation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29813},
}

@inproceedings{cvpr2024_learning_23964,
  title = {{Learning Object State Changes in Videos: An Open-World Perspective}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29181},
}

@inproceedings{cvpr2024_hig_23658,
  title = {{HIG: Hierarchical Interlacement Graph Approach to Scene Graph Generation in Video Understanding}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31022},
}

@inproceedings{cvpr2024_sportshhi_24883,
  title = {{SportsHHI: A Dataset for Human-Human Interaction Detection in Sports Videos}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30486},
}

@inproceedings{neurips2024_hawk_74341,
  title = {{HAWK: Learning to Understand Open-World Video Anomalies}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93219},
}

@inproceedings{aaai2024_from_6061,
  title = {{From Raw Video to Pedagogical Insights: A Unified Framework for Student Behavior Analysis}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30371},
}

@inproceedings{cvpr2024_step_24892,
  title = {{Step Differences in Instructional Video}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29254},
}

@inproceedings{cvpr2025_motion_27003,
  title = {{Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33015},
}

@inproceedings{cvpr2025_basket_25549,
  title = {{BASKET: A Large-Scale Video Dataset for Fine-Grained Skill Estimation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34675},
}

@inproceedings{neurips2024_rextime_70446,
  title = {{ReXTime: A Benchmark Suite for Reasoning-Across-Time in Videos}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/97852},
}