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20242026
most citedSteering Masked Discrete Diffusion Models via Discrete Denoising Posterior Prediction

2 citations · 3 across the 6 of their papers we have counts for

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cs.LG2025

Solving Bayesian inverse problems with diffusion priors and off-policy RL

Luca Scimeca, Siddarth Venkatraman, Moksh Jain +14

This paper presents a practical application of Relative Trajectory Balance (RTB), a recently introduced off-policy reinforcement learning (RL) objective that can asymptotically sol…

cs.LG2025

Outsourced diffusion sampling: Efficient posterior inference in latent spaces of generative models

Siddarth Venkatraman, Mohsin Hasan, Minsu Kim +5

Any well-behaved generative model over a variable can be expressed as a deterministic transformation of an exogenous ('outsourced') Gaussian noise variable $\mathbf{z}…