% Key papers for Multimodal trajectory prediction (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2018_social_13601, title = {{Social GAN: Socially Acceptable Trajectories With 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/Gupta_Social_GAN_Socially_CVPR_2018_paper.html}, } @inproceedings{cvpr2020_covernet_15300, title = {{CoverNet: Multimodal Behavior Prediction Using Trajectory Sets}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2022_stochastic_19936, title = {{Stochastic Trajectory Prediction via Motion Indeterminacy Diffusion}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2018_long_13343, title = {{Long-Term On-Board Prediction of People in Traffic Scenes Under Uncertainty}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Bhattacharyya_Long-Term_On-Board_Prediction_CVPR_2018_paper.html}, } @inproceedings{cvpr2020_tpnet_16322, title = {{TPNet: Trajectory Proposal Network for Motion Prediction}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2022_groupnet_18965, title = {{GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction With Relational Reasoning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2020_collaborative_15260, title = {{Collaborative Motion Prediction via Neural Motion Message Passing}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2018_accurate_12818, title = {{Accurate and Diverse Sampling of Sequences Based on a “Best of Many” Sample Objective}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Bhattacharyya_Accurate_and_Diverse_CVPR_2018_paper.html}, } @inproceedings{cvpr2021_trajectory_18040, title = {{Trajectory Prediction With Latent Belief Energy-Based Model}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2022_ltp_19151, title = {{LTP: Lane-Based Trajectory Prediction for Autonomous Driving}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2022_non_19468, title = {{Non-Probability Sampling Network for Stochastic Human Trajectory Prediction}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{neurips2022_motion_64168, title = {{Motion Transformer with Global Intention Localization and Local Movement Refinement}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/55329}, } @inproceedings{cvpr2019_which_15032, title = {{Which Way Are You Going? Imitative Decision Learning for Path Forecasting in Dynamic Scenes}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{aaai2024_bat_5250, title = {{BAT: Behavior-Aware Human-Like Trajectory Prediction for Autonomous Driving}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28900}, } @inproceedings{aaai2022_social_2757, title = {{Social Interpretable Tree for Pedestrian Trajectory Prediction}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/02235-social-interpretable-tree-for-pedestrian-trajectory-prediction/}, } @inproceedings{cvpr2021_interpretable_17197, title = {{Interpretable Social Anchors for Human Trajectory Forecasting in Crowds}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2020_imitative_15676, title = {{Imitative Non-Autoregressive Modeling for Trajectory Forecasting and Imputation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2021_deep_16826, title = {{Deep Multi-Task Learning for Joint Localization, Perception, and Prediction}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{aaai2023_wsip_4949, title = {{WSiP: Wave Superposition Inspired Pooling for Dynamic Interactions-Aware Trajectory Prediction}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/25592}, } @inproceedings{cvpr2022_uncertainty_20115, title = {{Uncertainty-Guided Probabilistic Transformer for Complex Action Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2024_cadet_22940, title = {{CaDeT: a Causal Disentanglement Approach for Robust Trajectory Prediction in Autonomous Driving}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31874}, } @inproceedings{cvpr2025_moflow_26972, title = {{MoFlow: One-Step Flow Matching for Human Trajectory Forecasting via Implicit Maximum Likelihood Estimation based Distillation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33507}, } @inproceedings{aaai2024_social_7360, title = {{Social Physics Informed Diffusion Model for Crowd Simulation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/27802}, } @inproceedings{aaai2025_driving_8814, title = {{Driving in the Occupancy World: Vision-Centric 4D Occupancy Forecasting and Planning via World Models for Autonomous Driving}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33010}, } @inproceedings{cvpr2024_uncertainty_25118, title = {{Uncertainty-aware Action Decoupling Transformer for Action Anticipation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29324}, } @inproceedings{aaai2024_socialcvae_7363, title = {{SocialCVAE: Predicting Pedestrian Trajectory via Interaction Conditioned Latents}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28439}, } @inproceedings{cvpr2025_modeseq_26981, title = {{ModeSeq: Taming Sparse Multimodal Motion Prediction with Sequential Mode Modeling}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34780}, } @inproceedings{aaai2024_cctr_5330, title = {{CCTR: Calibrating Trajectory Prediction for Uncertainty-Aware Motion Planning in Autonomous Driving}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30085}, } @inproceedings{aaai2025_c2f_8322, title = {{C2F-TP: A Coarse-to-Fine Denoising Framework for Uncertainty-Aware Trajectory Prediction}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33397}, } @inproceedings{cvpr2025_physical_27254, title = {{Physical Plausibility-aware Trajectory Prediction via Locomotion Embodiment}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32584}, } @inproceedings{aaai2025_subjectdrive_10869, title = {{SubjectDrive: Scaling Generative Data in Autonomous Driving via Subject Control}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32376}, } @inproceedings{cvpr2024_human_23723, title = {{Human Motion Prediction Under Unexpected Perturbation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30159}, } @inproceedings{cvpr2024_learned_23943, title = {{Learned Trajectory Embedding for Subspace Clustering}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29229}, } @inproceedings{aaai2025_nest_10083, title = {{NEST: A Neuromodulated Small-world Hypergraph Trajectory Prediction Model for Autonomous Driving}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32064}, } @inproceedings{neurips2025_flow_76724, title = {{Flow Matching-Based Autonomous Driving Planning with Advanced Interactive Behavior Modeling}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=MQVyuWBfSH}, } @inproceedings{cvpr2025_uncertainty_27988, title = {{Uncertainty-Instructed Structure Injection for Generalizable HD Map Construction}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34547}, } @inproceedings{neurips2024_pedestrian_72647, title = {{Pedestrian Trajectory Prediction with Missing Data: Datasets, Imputation, and Benchmarking}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/97642}, } @inproceedings{aaai2026_diffrefiner_105317, title = {{DiffRefiner: Coarse to Fine Trajectory Planning via Diffusion Refinement with Semantic Interaction for End to End Autonomous Driving}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/38189}, } @inproceedings{aaai2026_intention_106605, title = {{Intention-Aware Diffusion Model for Pedestrian Trajectory Prediction}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/38912}, }