Sandeep P. Chinchali

Class-Aware Adversarial Transformers for Medical Image Segmentation

Siyuan Dong, U. Topcu, L. Staib, 2022, NeurIPS.

Class-Aware Generative Adversarial Transformers for Medical Image Segmentation

Ufuk Topcu, James S. Duncan, Sandeep Chinchali, 2022, ArXiv.

Differentially Private Timeseries Forecasts for Networked Control

U. Topcu, Sandeep P. Chinchali, Po-han Li, 2022, 2023 American Control Conference (ACC).

Task-aware Distributed Source Coding under Dynamic Bandwidth

Hossein Nourkhiz Mahjoub, U. Topcu, Hyeji Kim, 2023, NeurIPS.

Learning Sparse Control Tasks from Pixels by Latent Nearest-Neighbor-Guided Explorations

U. Topcu, Sandeep P. Chinchali, Mariano Phielipp, 2023, ArXiv.