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Tianxiang Ren

3 accepted papers

2026

Phased DMD: Few-step Distribution Matching Distillation via Score Matching within Subintervals

CVPR 2026

Distribution Matching Distillation (DMD) distills score-based generative models into efficient one-step generators, without requiring a one-to-one correspondence with the sampling trajectories of their teachers. Yet, the limited capacity of one-step distilled models compromises generative diversity

Cited by 0SourcecodeScholar
2025

SOLAMI: Social Vision-Language-Action Modeling for Immersive Interaction with 3D Autonomous Characters

CVPR 2025poster

Human beings are social animals. How to equip 3D autonomous characters with similar social intelligence that can perceive, understand and interact with humans remains an open yet foundamental problem. In this paper, we introduce SOLAMI, the first end-to-end Social vision-Language-Action (VLA) Modeli…

Cited by 2SourcePDFScholar
2024

Digital Life Project: Autonomous 3D Characters with Social Intelligence

CVPR 2024poster

In this work we present Digital Life Project a framework utilizing language as the universal medium to build autonomous 3D characters who are capable of engaging in social interactions and expressing with articulated body motions thereby simulating life in a digital environment. Our framework compri…

Cited by 30SourcePDFScholar