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

@inproceedings{cvpr2020_bdd100k_15178,
  title = {{BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2017_end_12243,
  title = {{End-To-End Learning of Driving Models From Large-Scale Video Datasets}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{neurips2017_predrnn_56586,
  title = {{PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2017},
  url = {https://nips.cc/virtual/2017/poster/8882},
}

@inproceedings{aaai2017_deep_104594,
  title = {{Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2017},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/11172},
}

@inproceedings{iclr2017_decomposing_28377,
  title = {{Decomposing Motion and Content for Natural Video Sequence Prediction}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2017},
  url = {https://openreview.net/forum?id=rkEFLFqee},
}

@inproceedings{iclr2017_deep_28206,
  title = {{Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2017},
  url = {https://openreview.net/forum?id=B1ewdt9xe},
}

@inproceedings{cvpr2022_simvp_19880,
  title = {{SimVP: Simpler Yet Better Video Prediction}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2019_animating_13850,
  title = {{Animating Arbitrary Objects via Deep Motion Transfer}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{icml2018_predrnn_36927,
  title = {{PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2018},
  url = {https://icml.cc/virtual/2018/poster/1967},
}

@inproceedings{neurips2017_unsupervised_56751,
  title = {{Unsupervised Learning of Disentangled Representations from Video}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2017},
  url = {https://nips.cc/virtual/2017/poster/9477},
}

@inproceedings{cvpr2020_disentangling_15416,
  title = {{Disentangling Physical Dynamics From Unknown Factors for Unsupervised Video Prediction}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2016_unsupervised_11947,
  title = {{Unsupervised Learning From Narrated Instruction Videos}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2016},
}

@inproceedings{neurips2016_soundnet_55999,
  title = {{SoundNet: Learning Sound Representations from Unlabeled Video}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2016},
  url = {https://nips.cc/virtual/2016/poster/8512},
}

@inproceedings{cvpr2021_motionrnn_17435,
  title = {{MotionRNN: A Flexible Model for Video Prediction With Spacetime-Varying Motions}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{iclr2019_eidetic_28747,
  title = {{Eidetic 3D LSTM: A Model for Video Prediction and Beyond}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2019},
  url = {https://iclr.cc/virtual/2019/poster/997},
}

@inproceedings{cvpr2019_predicting_14665,
  title = {{Predicting Future Frames Using Retrospective Cycle GAN}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2017_unsupervised_12720,
  title = {{Unsupervised Learning of Long-Term Motion Dynamics for Videos}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{icml2017_learning_36270,
  title = {{Learning to Generate Long-term Future via Hierarchical Prediction}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2017},
  url = {https://icml.cc/virtual/2017/poster/641},
}

@inproceedings{cvpr2017_generating_12307,
  title = {{Generating the Future With Adversarial Transformers}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{cvpr2018_learning_13323,
  title = {{Learning to Generate Time-Lapse Videos Using Multi-Stage Dynamic Generative Adversarial Networks}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Xiong_Learning_to_Generate_CVPR_2018_paper.html},
}

@inproceedings{cvpr2024_generalized_23598,
  title = {{Generalized Predictive Model for Autonomous Driving}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30221},
}

@inproceedings{aaai2024_wavelet_7790,
  title = {{Wavelet-Driven Spatiotemporal Predictive Learning: Bridging Frequency and Time Variations}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28230},
}

@inproceedings{cvpr2024_extdm_23418,
  title = {{ExtDM: Distribution Extrapolation Diffusion Model for Video Prediction}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29228},
}

@inproceedings{aaai2024_stdiff_7242,
  title = {{STDiff: Spatio-Temporal Diffusion for Continuous Stochastic Video Prediction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28489},
}

@inproceedings{cvpr2024_learning_23977,
  title = {{Learning from One Continuous Video Stream}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30596},
}

@inproceedings{cvpr2024_dancing_23107,
  title = {{Dancing with Still Images: Video Distillation via Static-Dynamic Disentanglement}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30702},
}

@inproceedings{aaai2025_motion_9998,
  title = {{Motion-aware Contrastive Learning for Temporal Panoptic Scene Graph Generation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32665},
}

@inproceedings{cvpr2025_learning_26751,
  title = {{Learning Physics From Video: Unsupervised Physical Parameter Estimation for Continuous Dynamical Systems}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33727},
}

@inproceedings{cvpr2025_learning_26758,
  title = {{Learning from Streaming Video with Orthogonal Gradients}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33786},
}

@inproceedings{cvpr2025_syncvp_27785,
  title = {{SyncVP: Joint Diffusion for Synchronous Multi-Modal Video Prediction}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34356},
}

@inproceedings{aaai2025_exploiting_9062,
  title = {{Exploiting Continuous Motion Clues for Vision-Based Occupancy Prediction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32958},
}

@inproceedings{icml2024_visual_45489,
  title = {{Visual Representation Learning with Stochastic Frame Prediction}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/32962},
}

@inproceedings{neurips2025_overcoming_76890,
  title = {{Overcoming Challenges of Long-Horizon Prediction in Driving World Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=OACw1Fqy6Y},
}

@inproceedings{iclr2025_vedit_81770,
  title = {{VEDIT: Latent Prediction Architecture For Procedural Video Representation Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/30010},
}

@inproceedings{aaai2025_dfdnet_8603,
  title = {{DFDNet: Disentangling and Filtering Dynamics for Enhanced Video Prediction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32314},
}

@inproceedings{icml2025_playslot_47188,
  title = {{PlaySlot: Learning Inverse Latent Dynamics for Controllable Object-Centric Video Prediction and Planning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/45399},
}

@inproceedings{icml2025_video_47898,
  title = {{Video Prediction Policy: A Generalist Robot Policy with Predictive Visual Representations}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/44705},
}

@inproceedings{icml2026_identifiable_49889,
  title = {{Identifiable Token Correspondence for World Models}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=6vKlayY1tV},
}

@inproceedings{icml2026_interpreting_52964,
  title = {{Interpreting Physics in Video World Models}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=aijGVmEG9Y},
}

@inproceedings{neurips2024_motion_70486,
  title = {{Motion Graph Unleashed: A Novel Approach to Video Prediction}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96622},
}