% Key papers for Weakly supervised temporal action localization (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2016_temporal_11912,
  title = {{Temporal Action Localization in Untrimmed Videos via Multi-Stage CNNs}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2016},
}

@inproceedings{cvpr2018_rethinking_13529,
  title = {{Rethinking the Faster R-CNN Architecture for Temporal Action Localization}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Chao_Rethinking_the_Faster_CVPR_2018_paper.html},
}

@inproceedings{cvpr2017_cdc_12097,
  title = {{CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{cvpr2018_weakly_13719,
  title = {{Weakly Supervised Action Localization by Sparse Temporal Pooling Network}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Nguyen_Weakly_Supervised_Action_CVPR_2018_paper.html},
}

@inproceedings{cvpr2019_gaussian_14238,
  title = {{Gaussian Temporal Awareness Networks for Action Localization}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2021_learning_17295,
  title = {{Learning Salient Boundary Feature for Anchor-free Temporal Action Localization}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2019_completeness_13953,
  title = {{Completeness Modeling and Context Separation for Weakly Supervised Temporal Action Localization}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{aaai2020_background_103686,
  title = {{Background Suppression Network for Weakly-Supervised Temporal Action Localization}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6793},
}

@inproceedings{cvpr2019_multi_14538,
  title = {{Multi-Granularity Generator for Temporal Action Proposal}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2019_language_14373,
  title = {{Language-Driven Temporal Activity Localization: A Semantic Matching Reinforcement Learning Model}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2016_temporal_11911,
  title = {{Temporal Action Localization With Pyramid of Score Distribution Features}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2016},
}

@inproceedings{aaai2019_semantic_103434,
  title = {{Semantic Proposal for Activity Localization in Videos via Sentence Query}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/4830},
}

@inproceedings{cvpr2020_weakly_16475,
  title = {{Weakly-Supervised Action Localization by Generative Attention Modeling}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2017_temporal_12686,
  title = {{Temporal Action Localization by Structured Maximal Sums}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{cvpr2021_cola_16713,
  title = {{CoLA: Weakly-Supervised Temporal Action Localization With Snippet Contrastive Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2021_actor_16564,
  title = {{Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{aaai2021_a_25,
  title = {{A Hybrid Attention Mechanism for Weakly-Supervised Temporal Action Localization}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/01637-a-hybrid-attention-mechanism-for-weakly-supervised-temporal-action-localization/},
}

@inproceedings{aaai2021_weakly_1632,
  title = {{Weakly-supervised Temporal Action Localization by Uncertainty Modeling}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/01854-weakly-supervised-temporal-action-localization-by-uncertainty-modeling/},
}

@inproceedings{cvpr2022_asm_18243,
  title = {{ASM-Loc: Action-Aware Segment Modeling for Weakly-Supervised Temporal Action Localization}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2021_uncertainty_18066,
  title = {{Uncertainty Guided Collaborative Training for Weakly Supervised Temporal Action Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2024_end_23363,
  title = {{End-to-End Spatio-Temporal Action Localisation with Video Transformers}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30052},
}

@inproceedings{aaai2024_hr_6184,
  title = {{HR-Pro: Point-Supervised Temporal Action Localization via Hierarchical Reliability Propagation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28539},
}

@inproceedings{aaai2024_weakly_7798,
  title = {{Weakly-Supervised Temporal Action Localization by Inferring Salient Snippet-Feature}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28516},
}

@inproceedings{cvpr2024_realigning_24597,
  title = {{Realigning Confidence with Temporal Saliency Information for Point-Level Weakly-Supervised Temporal Action Localization}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29274},
}

@inproceedings{cvpr2025_weakly_28149,
  title = {{Weakly Supervised Temporal Action Localization via Dual-Prior Collaborative Learning Guided by Multimodal Large Language Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34555},
}

@inproceedings{cvpr2024_test_24976,
  title = {{Test-Time Zero-Shot Temporal Action Localization}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31142},
}

@inproceedings{iclr2024_boundary_34739,
  title = {{Boundary Denoising for Video Activity Localization}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18335},
}

@inproceedings{aaai2025_similar_10764,
  title = {{Similar Modality Enhancement and Action Consistency Learning for Weakly Supervised Temporal Action Localization}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32512},
}

@inproceedings{aaai2025_temporal_10937,
  title = {{Temporal Action Localization with Cross Layer Task Decoupling and Refinement}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32516},
}

@inproceedings{aaai2025_energy_8941,
  title = {{Energy vs. Noise: Towards Robust Temporal Action Localization in Open-World}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32659},
}

@inproceedings{cvpr2024_what_25280,
  title = {{What When and Where? Self-Supervised Spatio-Temporal Grounding in Untrimmed Multi-Action Videos from Narrated Instructions}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31632},
}

@inproceedings{cvpr2025_boosting_25610,
  title = {{Boosting Point-Supervised Temporal Action Localization through Integrating Query Reformation and Optimal Transport}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34846},
}

@inproceedings{aaai2026_what_106534,
  title = {{What-Meets-Where: Unified Learning of Action and Contact Localization in Images}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/38841},
}

@inproceedings{aaai2026_decompose_104373,
  title = {{Decompose and Conquer: Compositional Reasoning for Zero-Shot Temporal Action Localization}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37900},
}

@inproceedings{icml2025_action_46333,
  title = {{Action Dubber: Timing Audible Actions via Inflectional Flow}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/46228},
}

@inproceedings{cvpr2026_gem_96882,
  title = {{GEM-TFL: Bridging Weak and Full Supervision for Forgery Localization through EM-Guided Decomposition and Temporal Refinement}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Zhu_GEM-TFL_Bridging_Weak_and_Full_Supervision_for_Forgery_Localization_through_CVPR_2026_paper.html},
}

@inproceedings{cvpr2026_face_97790,
  title = {{Face-Guided Sentiment Boundary Enhancement for Weakly-Supervised Temporal Sentiment Localization}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Han_Face-Guided_Sentiment_Boundary_Enhancement_for_Weakly-Supervised_Temporal_Sentiment_Localization_CVPR_2026_paper.html},
}

@inproceedings{cvpr2026_memory_97140,
  title = {{Memory Matters: Boosting Training-Free Zero-Shot Temporal Action Localization with a Learnable Lookup Table}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Jiang_Memory_Matters_Boosting_Training-Free_Zero-Shot_Temporal_Action_Localization_with_a_CVPR_2026_paper.html},
}