% Key papers for Text-to-motion diffusion (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2023_executing_20936, title = {{Executing Your Commands via Motion Diffusion in Latent Space}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/23272}, } @inproceedings{cvpr2023_generating_21074, title = {{Generating Human Motion From Textual Descriptions With Discrete Representations}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22689}, } @inproceedings{iclr2023_human_32604, title = {{Human Motion Diffusion Model}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2023}, url = {https://iclr.cc/virtual/2023/poster/12114}, } @inproceedings{cvpr2023_mofusion_21596, title = {{Mofusion: A Framework for Denoising-Diffusion-Based Motion Synthesis}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22609}, } @inproceedings{aaai2023_flame_3638, title = {{FLAME: Free-Form Language-Based Motion Synthesis \& Editing}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/25996}, } @inproceedings{cvpr2023_trace_22397, title = {{Trace and Pace: Controllable Pedestrian Animation via Guided Trajectory Diffusion}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22261}, } @inproceedings{cvpr2024_disco_23220, title = {{DisCo: Disentangled Control for Realistic Human Dance Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31719}, } @inproceedings{cvpr2024_mmm_24070, title = {{MMM: Generative Masked Motion Model}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29861}, } @inproceedings{cvpr2024_lodge_24023, title = {{Lodge: A Coarse to Fine Diffusion Network for Long Dance Generation Guided by the Characteristic Dance Primitives}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31783}, } @inproceedings{cvpr2023_ude_22434, title = {{UDE: A Unified Driving Engine for Human Motion Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22155}, } @inproceedings{aaai2023_human_3845, title = {{Human Joint Kinematics Diffusion-Refinement for Stochastic Motion Prediction}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/25754}, } @inproceedings{cvpr2023_modi_21577, title = {{MoDi: Unconditional Motion Synthesis From Diverse Data}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21905}, } @inproceedings{cvpr2024_generative_23609, title = {{Generative Image Dynamics}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31876}, } @inproceedings{aaai2020_learning_103804, title = {{Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6911}, } @inproceedings{cvpr2024_neural_24285, title = {{Neural Sign Actors: A Diffusion Model for 3D Sign Language Production from Text}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30203}, } @inproceedings{cvpr2024_optimizing_24383, title = {{Optimizing Diffusion Noise Can Serve As Universal Motion Priors}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29947}, } @inproceedings{cvpr2024_seamless_24762, title = {{Seamless Human Motion Composition with Blended Positional Encodings}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30839}, } @inproceedings{iclr2024_human_34818, title = {{Human Motion Diffusion as a Generative Prior}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18256}, } @inproceedings{aaai2025_sign_10759, title = {{Sign-IDD: Iconicity Disentangled Diffusion for Sign Language Production}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32781}, } @inproceedings{cvpr2024_regennet_24584, title = {{ReGenNet: Towards Human Action-Reaction Synthesis}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29505}, } @inproceedings{cvpr2025_rethinking_27440, title = {{Rethinking Diffusion for Text-Driven Human Motion Generation: Redundant Representations, Evaluation, and Masked Autoregression}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33647}, } @inproceedings{cvpr2024_bidirectional_22843, title = {{Bidirectional Autoregessive Diffusion Model for Dance Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30356}, } @inproceedings{aaai2024_collaborative_5419, title = {{Collaborative Tooth Motion Diffusion Model in Digital Orthodontics}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/27935}, } @inproceedings{aaai2024_amd_5099, title = {{AMD: Autoregressive Motion Diffusion}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/27973}, } @inproceedings{iclr2024_single_33953, title = {{Single Motion Diffusion}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/19122}, } @inproceedings{neurips2024_mambatalk_70555, title = {{MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space Models}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/96559}, } @inproceedings{cvpr2024_programmable_24522, title = {{Programmable Motion Generation for Open-Set Motion Control Tasks}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31817}, } @inproceedings{cvpr2025_simmotionedit_27674, title = {{SimMotionEdit: Text-Based Human Motion Editing with Motion Similarity Prediction}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/35113}, } @inproceedings{cvpr2024_hoianimator_23667, title = {{HOIAnimator: Generating Text-prompt Human-object Animations using Novel Perceptive Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31450}, } @inproceedings{aaai2024_towards_7585, title = {{Towards Detailed Text-to-Motion Synthesis via Basic-to-Advanced Hierarchical Diffusion Model}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28443}, }