Recent Publications


Preview for Discrete Langevin-Inspired Posterior Sampling

Discrete Langevin-Inspired Posterior Sampling

[Sattwik Basu, Chaitanya Amballa], Jorge Vančo Sampedro, Romit Roy Choudhury

NeurIPS 2026.

Preview for Blind Audio Restoration using Contrastive Diffusion Guidance

Blind Audio Restoration using Contrastive Diffusion Guidance

Sattwik Basu, Chaitanya Amballa, Zhongweiyang Xu, Jorge Vančo Sampedro, Srihari Nelakuditi, Romit Roy Choudhury

ICML 2026, ML for Audio Workshop.

Preview for Discrete Langevin-Inspired Posterior Sampling

Discrete Langevin-Inspired Posterior Sampling

[Sattwik Basu, Chaitanya Amballa], Jorge Vančo Sampedro, Romit Roy Choudhury

ICML 2026, SPIGM Workshop.

Preview for Contrastive Diffusion Guidance for Spatial Inverse Problems

Contrastive Diffusion Guidance for Spatial Inverse Problems

[Sattwik Basu, Chaitanya Amballa], Zhongweiyang Xu, Jorge Vančo Sampedro, Srihari Nelakuditi, Romit Roy Choudhury

ICLR 2026.

Preview for Inferring Indoor Layouts using Audio

Inferring Indoor Layouts using Audio

Zhijian Yang, [Sattwik Basu, Chaitanya Amballa], Debottam Dutta, Srihari Nelakuditi, Romit Roy Choudhury

ACM HotMobile 2026.

Preview for Can NeRFs See without Cameras?

Can NeRFs See without Cameras?

Chaitanya Amballa, [Sattwik Basu, Yu-Lin Wei], Zhijian Yang, Mehmet Ergezer, Romit Roy Choudhury

NeurIPS 2025.

Preview for Estimating Multi-chirp Parameters using Curvature-guided Langevin Monte Carlo

Estimating Multi-chirp Parameters using Curvature-guided Langevin Monte Carlo

Sattwik Basu, Debottam Dutta, Yu-Lin Wei, Romit Roy Choudhury

ICASSP 2025.