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Motion Generation

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Showing 1–50 of 446 papers

TitleStatusHype
SnapMoGen: Human Motion Generation from Expressive Texts—0
Go to Zero: Towards Zero-shot Motion Generation with Million-scale DataCode0
Motion Generation: A Survey of Generative Approaches and Benchmarks—0
A Unified Transformer-Based Framework with Pretraining For Whole Body Grasping Motion GenerationCode0
PlanMoGPT: Flow-Enhanced Progressive Planning for Text to Motion Synthesis—0
Human-Centered Editable Speech-to-Sign-Language Generation via Streaming Conformer-Transformer and Resampling Hook—0
RL from Physical Feedback: Aligning Large Motion Models with Humanoid Control—0
Motion-R1: Chain-of-Thought Reasoning and Reinforcement Learning for Human Motion Generation—0
PhysiInter: Integrating Physical Mapping for High-Fidelity Human Interaction Generation—0
UniConFlow: A Unified Constrained Generalization Framework for Certified Motion Planning with Flow Matching Models—0
SViMo: Synchronized Diffusion for Video and Motion Generation in Hand-object Interaction ScenariosCode1
EPFL-Smart-Kitchen-30: Densely annotated cooking dataset with 3D kinematics to challenge video and language modelsCode1
Captivity-Escape Games as a Means for Safety in Online Motion Generation—0
Wav2Sem: Plug-and-Play Audio Semantic Decoupling for 3D Speech-Driven Facial AnimationCode1
Semantics-Aware Human Motion Generation from Audio Instructions—0
MMGT: Motion Mask Guided Two-Stage Network for Co-Speech Gesture Video GenerationCode1
From Motion to Behavior: Hierarchical Modeling of Humanoid Generative Behavior Control—0
IKMo: Image-Keyframed Motion Generation with Trajectory-Pose Conditioned Motion Diffusion Model—0
Absolute Coordinates Make Motion Generation Easy—0
From Single Images to Motion Policies via Video-Generation Environment Representations—0
Multi-Person Interaction Generation from Two-Person Motion Priors—0
MEgoHand: Multimodal Egocentric Hand-Object Interaction Motion Generation—0
UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes—0
Towards Robust and Controllable Text-to-Motion via Masked Autoregressive Diffusion—0
MARRS: Masked Autoregressive Unit-based Reaction Synthesis—0
MoCLIP: Motion-Aware Fine-Tuning and Distillation of CLIP for Human Motion Generation—0
Text-driven Motion Generation: Overview, Challenges and Directions—0
ReAlign: Bilingual Text-to-Motion Generation via Step-Aware Reward-Guided Alignment—0
StableMotion: Training Motion Cleanup Models with Unpaired Corrupted Data—0
Efficient 3D Full-Body Motion Generation from Sparse Tracking Inputs with Temporal Windows—0
TSTMotion: Training-free Scene-aware Text-to-motion Generation—0
GENMO: A GENeralist Model for Human MOtion—0
Deterministic-to-Stochastic Diverse Latent Feature Mapping for Human Motion Synthesis—0
Sketch2Anim: Towards Transferring Sketch Storyboards into 3D Animation—0
HUMOTO: A 4D Dataset of Mocap Human Object Interactions—0
EchoMask: Speech-Queried Attention-based Mask Modeling for Holistic Co-Speech Motion Generation—0
DanceMosaic: High-Fidelity Dance Generation with Multimodal Editability—0
Shape My Moves: Text-Driven Shape-Aware Synthesis of Human Motions—0
FlowMotion: Target-Predictive Conditional Flow Matching for Jitter-Reduced Text-Driven Human Motion Generation—0
SIGHT: Single-Image Conditioned Generation of Hand Trajectories for Hand-Object Interaction—0
GAITGen: Disentangled Motion-Pathology Impaired Gait Generative Model -- Bringing Motion Generation to the Clinical Domain—0
ReCoM: Realistic Co-Speech Motion Generation with Recurrent Embedded Transformer—0
StyleMotif: Multi-Modal Motion Stylization using Style-Content Cross Fusion—0
Guiding Human-Object Interactions with Rich Geometry and Relations—0
Direct Post-Training Preference Alignment for Multi-Agent Motion Generation Models Using Implicit Feedback from Pre-training Demonstrations—0
Teller: Real-Time Streaming Audio-Driven Portrait Animation with Autoregressive Motion Generation—0
PRIMAL: Physically Reactive and Interactive Motor Model for Avatar Learning—0
TamedPUMA: safe and stable imitation learning with geometric fabrics—0
GenM^3: Generative Pretrained Multi-path Motion Model for Text Conditional Human Motion Generation—0
MotionStreamer: Streaming Motion Generation via Diffusion-based Autoregressive Model in Causal Latent Space—0
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