% Key papers for Latent-space control and planning (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{neurips2016_learning_55843,
  title = {{Learning to Poke by Poking: Experiential Learning of Intuitive Physics}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2016},
  url = {https://nips.cc/virtual/2016/poster/7411},
}

@inproceedings{neurips2018_learning_57293,
  title = {{Learning Plannable Representations with Causal InfoGAN}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2018},
  url = {https://nips.cc/virtual/2018/poster/11834},
}

@inproceedings{iclr2020_cophy_29675,
  title = {{CoPhy: Counterfactual Learning of Physical Dynamics}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2020},
  url = {https://openreview.net/forum?id=SkeyppEFvS},
}

@inproceedings{neurips2019_learning_58540,
  title = {{Learning-In-The-Loop Optimization: End-To-End Control And Co-Design Of Soft Robots Through Learned Deep Latent Representations}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2019},
  url = {https://nips.cc/virtual/2019/poster/13896},
}

@inproceedings{cvpr2019_neuro_14572,
  title = {{Neuro-Inspired Eye Tracking With Eye Movement Dynamics}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{neurips2019_imitation_58390,
  title = {{Imitation Learning from Observations by Minimizing Inverse Dynamics Disagreement}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2019},
  url = {https://nips.cc/virtual/2019/poster/14482},
}

@inproceedings{aaai2019_model_101323,
  title = {{Model-Based Diagnosis for Cyber-Physical Production Systems Based on Machine Learning and Residual-Based Diagnosis Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/4123},
}

@inproceedings{neurips2021_causal_62716,
  title = {{Causal Navigation by Continuous-time Neural Networks}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/28264},
}

@inproceedings{icml2016_stability_35986,
  title = {{Stability of Controllers for Gaussian Process Forward Models}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2016},
  url = {https://proceedings.mlr.press/v48/vinogradska16.html},
}

@inproceedings{neurips2017_variational_56766,
  title = {{Variational Laws of Visual Attention for Dynamic Scenes}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2017},
  url = {https://nips.cc/virtual/2017/poster/9164},
}

@inproceedings{icml2017_prediction_36343,
  title = {{Prediction and Control with Temporal Segment Models}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2017},
  url = {https://icml.cc/virtual/2017/poster/657},
}

@inproceedings{iclr2021_towards_30128,
  title = {{Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2021},
  url = {https://iclr.cc/virtual/2021/poster/3144},
}

@inproceedings{neurips2018_forward_57143,
  title = {{Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2018},
  url = {https://nips.cc/virtual/2018/poster/12015},
}

@inproceedings{aaai2023_improving_3889,
  title = {{Improving Robotic Tactile Localization Super-resolution via Spatiotemporal Continuity Learning and Overlapping Air Chambers}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25763},
}

@inproceedings{neurips2021_a_62400,
  title = {{A Bayesian-Symbolic Approach to Reasoning and Learning in Intuitive Physics}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/28500},
}

@inproceedings{iclr2020_prediction_29318,
  title = {{Prediction, Consistency, Curvature: Representation Learning for Locally-Linear Control}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2020},
  url = {https://openreview.net/forum?id=BJxG_0EtDS},
}

@inproceedings{aaai2021_deep_394,
  title = {{Deep Recurrent Belief Propagation Network for POMDPs}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/10236-deep-recurrent-belief-propagation-network-for-pomdps/},
}

@inproceedings{neurips2025_real_77514,
  title = {{Real-Time Execution of Action Chunking Flow Policies}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=UkR2zO5uww},
}

@inproceedings{icml2020_predictive_38631,
  title = {{Predictive Coding for Locally-Linear Control}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2020},
  url = {https://icml.cc/virtual/2020/poster/6789},
}

@inproceedings{icml2021_temporal_40006,
  title = {{Temporal Predictive Coding For Model-Based Planning In Latent Space}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2021},
  url = {https://icml.cc/virtual/2021/poster/9447},
}

@inproceedings{iclr2024_hybrid_33769,
  title = {{Hybrid Internal Model: Learning Agile Legged Locomotion with Simulated Robot Response}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/19306},
}

@inproceedings{cvpr2025_learning_26743,
  title = {{Learning Extremely High Density Crowds as Active Matters}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34615},
}

@inproceedings{iclr2024_difftactile_34848,
  title = {{DIFFTACTILE: A Physics-based Differentiable Tactile Simulator for Contact-rich Robotic Manipulation}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18226},
}

@inproceedings{neurips2025_information_77172,
  title = {{Information-Driven Design of Imaging Systems}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=R9MUFuXG2o},
}

@inproceedings{neurips2024_learning_72550,
  title = {{Learning to be Smooth: An End-to-End Differentiable Particle Smoother}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94821},
}

@inproceedings{aaai2024_accurate_5115,
  title = {{Accurate Parameter Estimation for Safety-Critical Systems with Unmodeled Dynamics (Abstract Reprint)}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30611},
}

@inproceedings{cvpr2024_model_24174,
  title = {{Model Adaptation for Time Constrained Embodied Control}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30584},
}

@inproceedings{cvpr2025_homogeneous_26527,
  title = {{Homogeneous Dynamics Space for Heterogeneous Humans}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34346},
}

@inproceedings{icml2025_unhippo_47457,
  title = {{UnHiPPO: Uncertainty-aware Initialization for State Space Models}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/45136},
}

@inproceedings{icml2025_time_48140,
  title = {{Time-Aware World Model for Adaptive Prediction and Control}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/44469},
}

@inproceedings{icml2025_learning_48487,
  title = {{Learning Dynamics under Environmental Constraints via Measurement-Induced Bundle Structures}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/44131},
}

@inproceedings{icml2026_let_52177,
  title = {{Let EEG Models Learn EEG}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=TP8OuKKmsf},
}

@inproceedings{icml2026_soma_52294,
  title = {{SoMA: A Real-to-Sim Neural Simulator for Robotic Soft-Body Manipulation}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=USAkWviwng},
}

@inproceedings{icml2026_learning_52979,
  title = {{Learning High-Frequency Continuous Action Chunks in Latent Space}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=aphjc9yoLf},
}

@inproceedings{icml2026_stable_53562,
  title = {{Stable Deep Reinforcement Learning via Isotropic Gaussian Representations}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=gc7Gg18ejz},
}

@inproceedings{icml2026_the_55346,
  title = {{The Geometry of Projection Heads: Conditioning, Invariance, and Collapse}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=y4uR1LFClc},
}

@inproceedings{neurips2025_dynamics_75079,
  title = {{Dynamics-Aligned Latent Imagination in Contextual World Models for Zero-Shot Generalization}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=41bIzD5sit},
}

@inproceedings{neurips2025_zero_76961,
  title = {{Zero-Shot Trajectory Planning for Signal Temporal Logic Tasks}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=Owu54YW8HR},
}

@inproceedings{neurips2025_act_77005,
  title = {{Act to See, See to Act: Diffusion-Driven Perception-Action Interplay for Adaptive Policies}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=PWRORdXJN1},
}