% Key papers for Deepfake video detection (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2020_celeb_15244,
  title = {{Celeb-DF: A Large-Scale Challenging Dataset for DeepFake Forensics}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2020_deeperforensics_15387,
  title = {{DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2021_lips_17358,
  title = {{Lips Don't Lie: A Generalisable and Robust Approach To Face Forgery Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2017_neural_12485,
  title = {{Neural Aggregation Network for Video Face Recognition}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{cvpr2020_deep_15376,
  title = {{Deep Spatial Gradient and Temporal Depth Learning for Face Anti-Spoofing}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2021_improving_17178,
  title = {{Improving the Efficiency and Robustness of Deepfakes Detection Through Precise Geometric Features}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2022_leveraging_19250,
  title = {{Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2021_forgerynet_17034,
  title = {{ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{aaai2018_deception_101290,
  title = {{Deception Detection in Videos}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2018},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/11502},
}

@inproceedings{cvpr2021_face_16998,
  title = {{Face Forensics in the Wild}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2023_altfreezing_20383,
  title = {{AltFreezing for More General Video Face Forgery Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22373},
}

@inproceedings{cvpr2022_ferv39k_18814,
  title = {{FERV39k: A Large-Scale Multi-Scene Dataset for Facial Expression Recognition in Videos}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2023_rethinking_22054,
  title = {{Rethinking the Learning Paradigm for Dynamic Facial Expression Recognition}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22984},
}

@inproceedings{cvpr2023_marlin_21477,
  title = {{MARLIN: Masked Autoencoder for Facial Video Representation LearnINg}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21962},
}

@inproceedings{cvpr2016_lomo_11637,
  title = {{LOMo: Latent Ordinal Model for Facial Analysis in Videos}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2016},
}

@inproceedings{aaai2023_noise_4250,
  title = {{Noise Based Deepfake Detection via Multi-Head Relative-Interaction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/26701},
}

@inproceedings{aaai2022_delving_1964,
  title = {{Delving into the Local: Dynamic Inconsistency Learning for DeepFake Video Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/00744-delving-into-the-local-dynamic-inconsistency-learning-for-deepfake-video-detection/},
}

@inproceedings{aaai2022_finfer_2080,
  title = {{FInfer: Frame Inference-Based Deepfake Detection for High-Visual-Quality Videos}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/00951-finfer-frame-inference-based-deepfake-detection-for-high-visual-quality-videos/},
}

@inproceedings{cvpr2024_exploiting_23409,
  title = {{Exploiting Style Latent Flows for Generalizing Deepfake Video Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29584},
}

@inproceedings{cvpr2019_face_14186,
  title = {{Face-Focused Cross-Stream Network for Deception Detection in Videos}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2025_towards_27914,
  title = {{Towards More General Video-based Deepfake Detection through Facial Component Guided Adaptation for Foundation Model}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32564},
}

@inproceedings{neurips2024_lips_74557,
  title = {{Lips Are Lying: Spotting the Temporal Inconsistency between Audio and Visual in Lip-Syncing DeepFakes}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93027},
}

@inproceedings{aaai2025_depmgnn_8694,
  title = {{DepMGNN: Matrixial Graph Neural Network for Video-based Automatic Depression Assessment}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32153},
}

@inproceedings{cvpr2025_circumventing_25707,
  title = {{Circumventing Shortcuts in Audio-visual Deepfake Detection Datasets with Unsupervised Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/35194},
}

@inproceedings{neurips2024_on_70456,
  title = {{On Learning Multi-Modal Forgery Representation for Diffusion Generated Video Detection}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96651},
}

@inproceedings{cvpr2025_avf_25415,
  title = {{AVF-MAE++: Scaling Affective Video Facial Masked Autoencoders via Efficient Audio-Visual Self-Supervised Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34205},
}

@inproceedings{cvpr2025_face_26229,
  title = {{Face Forgery Video Detection via Temporal Forgery Cue Unraveling}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33130},
}

@inproceedings{neurips2024_speechforensics_72785,
  title = {{SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94610},
}

@inproceedings{aaai2025_lifting_9790,
  title = {{Lifting Scheme-Based Implicit Disentanglement of Emotion-Related Facial Dynamics in the Wild}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32859},
}

@inproceedings{neurips2025_unmasking_77683,
  title = {{Unmasking Puppeteers: Leveraging Biometric Leakage to Expose Impersonation in AI-Based Videoconferencing}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=WQb0YrFl3H},
}

@inproceedings{iclr2026_tell_85456,
  title = {{Tell me Habibi, is it Real or Fake?}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=EbrPXZTVJ9},
}

@inproceedings{neurips2026_sapiensid_90476,
  title = {{SapiensID 2.0: Aligning Human Recognition Foundation Models with Human Perception}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/149534},
}

@inproceedings{neurips2026_exposing_93818,
  title = {{Exposing and Mitigating Temporal Attack in Deepfake Video Detection}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/152775},
}

@inproceedings{cvpr2026_cocovideo_97108,
  title = {{CoCoVideo: The High-Quality Commercial-Model-Based Contrastive Benchmark for AI-Generated Video Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Feng_CoCoVideo_The_High-Quality_Commercial-Model-Based_Contrastive_Benchmark_for_AI-Generated_Video_Detection_CVPR_2026_paper.html},
}

@inproceedings{cvpr2026_omni_97415,
  title = {{Omni-Fake: Benchmarking Unified Multimodal Social Media Deepfake Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Li_Omni-Fake_Benchmarking_Unified_Multimodal_Social_Media_Deepfake_Detection_CVPR_2026_paper.html},
}

@inproceedings{aaai2026_audio_100407,
  title = {{Audio-Assisted Face Video Restoration with Temporal and Identity Complementary Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37254},
}

@inproceedings{neurips2026_fakeparts_92805,
  title = {{FakeParts: a New Family of AI-Generated Video Forgeries}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/138979},
}

@inproceedings{cvpr2026_enhancing_95667,
  title = {{Enhancing the Security of Visual Speaker Authentication Based on Dynamic Lip-Print Analysis}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/He_Enhancing_the_Security_of_Visual_Speaker_Authentication_Based_on_Dynamic_CVPR_2026_paper.html},
}