% Key papers for Physics-inspired motion prediction (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2019_learning_14386, title = {{Learning 3D Human Dynamics From Video}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2021_multimodal_17458, title = {{Multimodal Motion Prediction With Stacked Transformers}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2018_convolutional_12927, title = {{Convolutional Sequence to Sequence Model for Human Dynamics}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Li_Convolutional_Sequence_to_CVPR_2018_paper.html}, } @inproceedings{cvpr2019_peeking_14636, title = {{Peeking Into the Future: Predicting Future Person Activities and Locations in Videos}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2020_understanding_16399, title = {{Understanding Human Hands in Contact at Internet Scale}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2019_a_13782, title = {{A Neural Temporal Model for Human Motion Prediction}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{neurips2017_visual_56769, title = {{Visual Interaction Networks: Learning a Physics Simulator from Video}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2017}, url = {https://nips.cc/virtual/2017/poster/9231}, } @inproceedings{neurips2019_first_58283, title = {{First Order Motion Model for Image Animation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2019}, url = {https://nips.cc/virtual/2019/poster/13807}, } @inproceedings{cvpr2022_spatio_19917, title = {{Spatio-Temporal Gating-Adjacency GCN for Human Motion Prediction}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2018_lidar_13334, title = {{LiDAR-Video Driving Dataset: Learning Driving Policies Effectively}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Chen_LiDAR-Video_Driving_Dataset_CVPR_2018_paper.html}, } @inproceedings{aaai2019_motion_103433, title = {{Motion Guided Spatial Attention for Video Captioning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/4829}, } @inproceedings{cvpr2018_audio_12854, title = {{Audio to Body Dynamics}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Shlizerman_Audio_to_Body_CVPR_2018_paper.html}, } @inproceedings{cvpr2024_driving_23274, title = {{Driving into the Future: Multiview Visual Forecasting and Planning with World 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/31475}, } @inproceedings{icml2018_investigating_36761, title = {{Investigating Human Priors for Playing Video Games}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2018}, url = {https://icml.cc/virtual/2018/poster/2133}, } @inproceedings{aaai2019_popularity_99693, title = {{Popularity Prediction on Online Articles with Deep Fusion of Temporal Process and Content Features}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/3786}, } @inproceedings{cvpr2022_learning_19223, title = {{Learning To Listen: Modeling Non-Deterministic Dyadic Facial Motion}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2022_joint_19120, title = {{Joint Hand Motion and Interaction Hotspots Prediction From Egocentric Videos}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{neurips2017_predicting_56588, title = {{Predicting Scene Parsing and Motion Dynamics in the Future}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2017}, url = {https://nips.cc/virtual/2017/poster/9458}, } @inproceedings{aaai2023_trep_4863, title = {{TrEP: Transformer-Based Evidential Prediction for Pedestrian Intention with Uncertainty}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/25463}, } @inproceedings{iclr2019_hierarchical_28767, title = {{Hierarchical Visuomotor Control of Humanoids}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2019}, url = {https://iclr.cc/virtual/2019/poster/685}, } @inproceedings{cvpr2024_most_24166, title = {{MoST: Motion Style Transformer Between Diverse Action Contents}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29552}, } @inproceedings{aaai2025_bridging_8311, title = {{Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33280}, } @inproceedings{cvpr2025_timotion_27811, title = {{TIMotion: Temporal and Interactive Framework for Efficient Human-Human Motion Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32570}, } @inproceedings{cvpr2024_hummuss_23721, title = {{HumMUSS: Human Motion Understanding using State Space Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30194}, } @inproceedings{icml2024_prototypical_44074, title = {{Prototypical Transformer As Unified Motion Learners}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/34378}, } @inproceedings{neurips2024_ivideogpt_70438, title = {{iVideoGPT: Interactive VideoGPTs are Scalable World Models}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/96668}, } @inproceedings{neurips2025_worldmem_78195, title = {{WorldMem: Long-term Consistent World Simulation with Memory}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=c6CAVKlKmU}, } @inproceedings{cvpr2024_rethinking_24632, title = {{Rethinking Human Motion Prediction with Symplectic Integral}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30404}, } @inproceedings{neurips2024_eyegraph_72726, title = {{EyeGraph: Modularity-aware Spatio Temporal Graph Clustering for Continuous Event-based Eye Tracking}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/97635}, } @inproceedings{cvpr2025_temporally_27839, title = {{Temporally Consistent Object-Centric Learning by Contrasting Slots}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34735}, } @inproceedings{aaai2025_hvis_9399, title = {{HVIS: A Human-like Vision and Inference System for Human Motion Prediction}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32633}, } @inproceedings{aaai2025_integrating_9583, title = {{Integrating Multi-Source Data for Long Sequence Precipitation Forecasting}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/35077}, } @inproceedings{cvpr2025_reanimating_27398, title = {{Reanimating Images using Neural Representations of Dynamic Stimuli}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34958}, } @inproceedings{cvpr2025_smtpd_27532, title = {{SMTPD: A New Benchmark for Temporal Prediction of Social Media Popularity}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33412}, } @inproceedings{neurips2024_e_73966, title = {{E-Motion: Future Motion Simulation via Event Sequence Diffusion}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/93547}, } @inproceedings{aaai2025_temporal_10942, title = {{Temporal Numeric Planning with Patterns}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34848}, } @inproceedings{aaai2025_vidsole_11240, title = {{VidSole: A Multimodal Dataset for Joint Kinetics Quantification and Disease Detection with Deep Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/35033}, } @inproceedings{neurips2024_bidirectional_71067, title = {{Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/96144}, } @inproceedings{neurips2024_ikea_71208, title = {{IKEA Manuals at Work: 4D Grounding of Assembly Instructions on Internet Videos}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/97790}, }