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Stochastic Policies, Diffusion, Flow matching

Aug 1, 2025

  • Denoising Diffusion Probabilistic Models, Jonathan Ho, Ajay Jain, Pieter Abbeel

  • Diffusion Policy: Visuomotor Policy Learning via Action Diffusion, Cheng Chi, Zhenjia Xu, Siyuan Feng, Eric Cousineau, Yilun Du, Benjamin Burchfiel, Russ Tedrake 2,3, Shuran Song

  • Flow Matching Imitation Learning for Multi-Support Manipulation, Quentin Rouxel, Andrea Ferrari, Serena Ivaldi, and Jean-Baptiste Mouret

  • Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow, Xingchao Liu and Chengyue Gong

  • Flow Matching for Generative Modeling, Yaron Lipman,Ricky T. Q. Chen, Heli Ben-Hamu, Maximilian Nickel1 Matt Le

  • Building Normalizing Flows with Stochastic Interpolants, Michael S. Albergo and Eric Vanden-Eijnden

  • Stochastic Interpolants: A Unifying Framework for Flows and Diffusions, Michael S. Albergo, Nicholas M. Boffi, and Eric Vanden-Eijnden

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