Jishnu Mukhoti

Evaluating Bayesian Deep Learning Methods for Semantic Segmentation

Jishnu Mukhoti, Yarin Gal · arXiv (Cornell University) · 2018 · 151 citations · Full text

Computing, Autonomous Systems, Computer Science +17

Calibrating Deep Neural Networks using Focal Loss

Jishnu Mukhoti, Viveka Kulharia, Amartya Sanyal et al. · arXiv (Cornell University) · 2020 · 87 citations · Full text

Computing, Computer Science, Computer Vision +14

Deep Deterministic Uncertainty: A New Simple Baseline

Jishnu Mukhoti, Andreas Kirsch, Joost van Amersfoort et al. · 2023 · 86 citations

Computing, Computer Science, Artificial Intelligence +16

Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive Learning

Jishnu Mukhoti, Tsung‐Yu Lin, Omid Poursaeed et al. · 2023 · 63 citations

Computing, Computer Science, Computational Linguistics +13

Deterministic Neural Networks with Appropriate Inductive Biases Capture Epistemic and Aleatoric Uncertainty

Jishnu Mukhoti, Andreas Kirsch, Joost van Amersfoort et al. · arXiv (Cornell University) · 2021 · 45 citations · Full text

Computing, Computer Science, Artificial Intelligence +12