Knowledge extraction from a time-series using segmentation, fuzzy matching and predictor graphs. - Jishnu Mukhoti; Pratyusha Rakshit; Diptendu Bhattacharya; Amit Konar; Atulya K. Nagar (FUZZ-IEEE, 2016)

On the Importance of Strong Baselines in Bayesian Deep Learning. - Jishnu Mukhoti; Pontus Stenetorp; Yarin Gal (CoRR, 2018)

Evaluating Bayesian Deep Learning Methods for Semantic Segmentation. - Jishnu Mukhoti; Yarin Gal (CoRR, 2018)

Let's Take This Online: Adapting Scene Coordinate Regression Network Predictions for Online RGB-D Camera Relocalisation. - Tommaso Cavallari; Luca Bertinetto; Jishnu Mukhoti; Philip H. S. Torr; Stuart Golodetz (3DV, 2019)

Learning regularity in an economic time-series for structure prediction. - Diptendu Bhattacharya; Jishnu Mukhoti; Amit Konar (Appl. Soft Comput., 2019)

Calibrating Deep Neural Networks using Focal Loss. - Jishnu Mukhoti; Viveka Kulharia; Amartya Sanyal; Stuart Golodetz; Philip H. S. Torr; Puneet K. Dokania (NeurIPS, 2020)

Handwritten Digit Classification in Bangla and Hindi Using Deep Learning. - Jishnu Mukhoti; Sukanya Dutta; Ram Sarkar (Appl. Artif. Intell., 2020)

On Batch Normalisation for Approximate Bayesian Inference. - Jishnu Mukhoti; Puneet K. Dokania; Philip H. S. Torr; Yarin Gal (CoRR, 2020)

Deterministic Neural Networks with Appropriate Inductive Biases Capture Epistemic and Aleatoric Uncertainty. - Jishnu Mukhoti; Andreas Kirsch 002; Joost van Amersfoort; Philip H. S. Torr; Yarin Gal (CoRR, 2021)

Deep Deterministic Uncertainty for Semantic Segmentation. - Jishnu Mukhoti; Joost van Amersfoort; Philip H. S. Torr; Yarin Gal (CoRR, 2021)

Deep Deterministic Uncertainty: A New Simple Baseline. - Jishnu Mukhoti; Andreas Kirsch 002; Joost van Amersfoort; Philip H. S. Torr; Yarin Gal (CVPR, 2023)

Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive Learning. - Jishnu Mukhoti; Tsung-Yu Lin; Omid Poursaeed; Rui Wang; Ashish Shah; Philip H. S. Torr; Ser-Nam Lim (CVPR, 2023)

Raising the Bar on the Evaluation of Out-of-Distribution Detection. - Jishnu Mukhoti; Tsung-Yu Lin; Bor-Chun Chen; Ashish Shah; Philip H. S. Torr; Puneet K. Dokania; Ser-Nam Lim (ICCV (Workshops), 2023)

Fine-tuning can cripple your foundation model; preserving features may be the solution. - Jishnu Mukhoti; Yarin Gal; Philip Torr 001; Puneet K. Dokania (Trans. Mach. Learn. Res., 2024)