LPM 1.0 generates infinite-length, identity-stable, real-time audio-visual conversational performances for single characters using a distilled causal diffusion transformer and a new benchmark.
Human motion generation: A survey.IEEE Transactions on Pattern Analysis and Machine Intelligence, 46(4):2430–2449, 2023
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EgoMotion decouples reasoning from motion synthesis in egocentric vision-language tasks by mapping inputs to motion primitives via VLM then using diffusion to produce grounded and coherent 3D trajectories.
citing papers explorer
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LPM 1.0: Video-based Character Performance Model
LPM 1.0 generates infinite-length, identity-stable, real-time audio-visual conversational performances for single characters using a distilled causal diffusion transformer and a new benchmark.
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EgoMotion: Hierarchical Reasoning and Diffusion for Egocentric Vision-Language Motion Generation
EgoMotion decouples reasoning from motion synthesis in egocentric vision-language tasks by mapping inputs to motion primitives via VLM then using diffusion to produce grounded and coherent 3D trajectories.