| SINC: Spatial Composition of 3D Human Motions for Simultaneous Action Generation | Apr 20, 2023 | Action GenerationMotion Generation | —Unverified | 0 |
| Skeleton-aided Articulated Motion Generation | Jul 4, 2017 | Gesture-to-Gesture TranslationMotion Generation | —Unverified | 0 |
| Sketch2Anim: Towards Transferring Sketch Storyboards into 3D Animation | Apr 27, 2025 | Motion GenerationMotion Synthesis | —Unverified | 0 |
| SMGDiff: Soccer Motion Generation using diffusion probabilistic models | Nov 25, 2024 | Motion Generation | —Unverified | 0 |
| SMooDi: Stylized Motion Diffusion Model | Jul 17, 2024 | modelMotion Generation | —Unverified | 0 |
| SnapMoGen: Human Motion Generation from Expressive Texts | Jul 12, 2025 | Motion Generation | —Unverified | 0 |
| Spatial-temporal Transformer-guided Diffusion based Data Augmentation for Efficient Skeleton-based Action Recognition | Feb 26, 2023 | Action RecognitionData Augmentation | —Unverified | 0 |
| SpeechAct: Towards Generating Whole-body Motion from Speech | Nov 29, 2023 | DecoderMotion Generation | —Unverified | 0 |
| StableMoFusion: Towards Robust and Efficient Diffusion-based Motion Generation Framework | May 9, 2024 | DenoisingMotion Generation | —Unverified | 0 |
| StableMotion: Training Motion Cleanup Models with Unpaired Corrupted Data | May 6, 2025 | Motion Generation | —Unverified | 0 |
| StickMotion: Generating 3D Human Motions by Drawing a Stickman | Mar 5, 2025 | Motion Generation | —Unverified | 0 |
| Strong and Controllable 3D Motion Generation | Jan 30, 2025 | Motion GenerationRobot Manipulation | —Unverified | 0 |
| StyleMotif: Multi-Modal Motion Stylization using Style-Content Cross Fusion | Mar 27, 2025 | Motion GenerationMotion Synthesis | —Unverified | 0 |
| Synthesizing Physical Character-Scene Interactions | Feb 2, 2023 | Imitation LearningMotion Generation | —Unverified | 0 |
| T2LM: Long-Term 3D Human Motion Generation from Multiple Sentences | Jun 2, 2024 | Action GenerationDecoder | —Unverified | 0 |
| TamedPUMA: safe and stable imitation learning with geometric fabrics | Mar 21, 2025 | Collision AvoidanceImitation Learning | —Unverified | 0 |
| TapMo: Shape-aware Motion Generation of Skeleton-free Characters | Oct 19, 2023 | Motion Generation | —Unverified | 0 |
| Target Pose Guided Whole-body Grasping Motion Generation for Digital Humans | Sep 26, 2024 | Motion Generation | —Unverified | 0 |
| Task and Motion Planning for Execution in the Real | Jun 5, 2024 | Motion GenerationMotion Planning | —Unverified | 0 |
| Teller: Real-Time Streaming Audio-Driven Portrait Animation with Autoregressive Motion Generation | Mar 24, 2025 | Motion GenerationPortrait Animation | —Unverified | 0 |
| TIMotion: Temporal and Interactive Framework for Efficient Human-Human Motion Generation | Aug 30, 2024 | Motion Generation | —Unverified | 0 |
| Text2Sign: Towards Sign Language Production Using Neural Machine Translation and Generative Adversarial Networks | Jan 2, 2020 | Generative Adversarial NetworkMachine Translation | —Unverified | 0 |
| Progressive Human Motion Generation Based on Text and Few Motion Frames | Mar 17, 2025 | Motion Generation | CodeCode Available | 0 |
| Learning Symmetric and Low-energy Locomotion | Jan 24, 2018 | Deep Reinforcement LearningMotion Generation | CodeCode Available | 0 |
| Go to Zero: Towards Zero-shot Motion Generation with Million-scale Data | Jul 9, 2025 | Motion GenerationZero-shot Generalization | CodeCode Available | 0 |
| KP-RNN: A Deep Learning Pipeline for Human Motion Prediction and Synthesis of Performance Art | Oct 9, 2022 | Human motion predictionImage-to-Image Translation | CodeCode Available | 0 |
| Establishing a Unified Evaluation Framework for Human Motion Generation: A Comparative Analysis of Metrics | May 13, 2024 | DiversityMotion Generation | CodeCode Available | 0 |
| Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions | Dec 21, 2019 | Action GenerationDecoder | CodeCode Available | 0 |
| PaCMO: Partner Dependent Human Motion Generation in Dyadic Human Activity using Neural Operators | Nov 25, 2022 | Motion Generation | CodeCode Available | 0 |
| MotionVideoGAN: A Novel Video Generator Based on the Motion Space Learned from Image Pairs | Mar 6, 2023 | Motion GenerationUnconditional Video Generation | CodeCode Available | 0 |
| WheelPose: Data Synthesis Techniques to Improve Pose Estimation Performance on Wheelchair Users | Apr 25, 2024 | DiversityHuman Detection | CodeCode Available | 0 |
| Motion Dreamer: Realizing Physically Coherent Video Generation through Scene-Aware Motion Reasoning | Nov 30, 2024 | Autonomous DrivingMotion Generation | CodeCode Available | 0 |
| MDSC: Towards Evaluating the Style Consistency Between Music and Dance | Sep 4, 2023 | DiversityMotion Generation | CodeCode Available | 0 |
| A Novel Framework for Learning Stochastic Representations for Sequence Generation and Recognition | Dec 30, 2024 | Motion Generation | CodeCode Available | 0 |
| A Unified Transformer-Based Framework with Pretraining For Whole Body Grasping Motion Generation | Jul 1, 2025 | Grasp GenerationMotion Generation | CodeCode Available | 0 |
| TwoStreamVAN: Improving Motion Modeling in Video Generation | Dec 3, 2018 | Motion GenerationVideo Generation | CodeCode Available | 0 |
| Action-conditioned On-demand Motion Generation | Jul 17, 2022 | Contrastive LearningDecoder | CodeCode Available | 0 |
| Enabling Synergistic Full-Body Control in Prompt-Based Co-Speech Motion Generation | Oct 1, 2024 | Gesture GenerationMotion Generation | CodeCode Available | 0 |
| KETA: Kinematic-Phrases-Enhanced Text-to-Motion Generation via Fine-grained Alignment | Jan 25, 2025 | Motion GenerationMotion Synthesis | CodeCode Available | 0 |
| Efficient Text-driven Motion Generation via Latent Consistency Training | May 5, 2024 | Motion GenerationQuantization | CodeCode Available | 0 |
| IMAGINE-E: Image Generation Intelligence Evaluation of State-of-the-art Text-to-Image Models | Jan 23, 2025 | Depth EstimationImage Generation | CodeCode Available | 0 |
| Hierarchical Control for Bipedal Locomotion using Central Pattern Generators and Neural Networks | Sep 2, 2019 | Motion Generation | CodeCode Available | 0 |
| COOP: Decoupling and Coupling of Whole-Body Grasping Pose Generation | Jan 1, 2023 | Motion Generation | CodeCode Available | 0 |
| Learning to Shift Attention for Motion Generation | Feb 24, 2021 | Density EstimationMotion Generation | CodeCode Available | 0 |
| Controllable Motion Generation via Diffusion Modal Coupling | Mar 4, 2025 | DenoisingDiversity | CodeCode Available | 0 |
| Guided Attention for Interpretable Motion Captioning | Oct 11, 2023 | Action LocalizationMotion Captioning | CodeCode Available | 0 |