Jishnu Mukhoti
Jishnu Mukhoti
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Calibrating deep neural networks using focal loss
J Mukhoti, V Kulharia, A Sanyal, S Golodetz, P Torr, P Dokania
Advances in Neural Information Processing Systems 33, 15288-15299, 2020
Evaluating bayesian deep learning methods for semantic segmentation
J Mukhoti, Y Gal
arXiv preprint arXiv:1811.12709, 2018
Deterministic neural networks with appropriate inductive biases capture epistemic and aleatoric uncertainty
J Mukhoti, A Kirsch, J van Amersfoort, PHS Torr, Y Gal
arXiv preprint arXiv:2102.11582, 2021
On the importance of strong baselines in bayesian deep learning
J Mukhoti, P Stenetorp, Y Gal
arXiv preprint arXiv:1811.09385, 2018
Learning regularity in an economic time-series for structure prediction
D Bhattacharya, J Mukhoti, A Konar
Applied Soft Computing 76, 31-44, 2019
Let's take this online: Adapting scene coordinate regression network predictions for online RGB-D camera relocalisation
T Cavallari, L Bertinetto, J Mukhoti, P Torr, S Golodetz
2019 International Conference on 3D Vision (3DV), 564-573, 2019
Handwritten digit classification in Bangla and Hindi using deep learning
J Mukhoti, S Dutta, R Sarkar
Applied Artificial Intelligence 34 (14), 1074-1099, 2020
Deep Deterministic Uncertainty for Semantic Segmentation
J Mukhoti, J van Amersfoort, PHS Torr, Y Gal
arXiv preprint arXiv:2111.00079, 2021
Deep Deterministic Uncertainty: A Simple Baseline
J Mukhoti, A Kirsch, J van Amersfoort, PHS Torr, Y Gal
arXiv e-prints, arXiv: 2102.11582, 2021
On Batch Normalisation for Approximate Bayesian Inference
J Mukhoti, PK Dokania, PHS Torr, Y Gal
arXiv preprint arXiv:2012.13220, 2020
Knowledge extraction from a time-series using segmentation, fuzzy matching and predictor graphs
J Mukhoti, P Rakshit, D Bhattacharya, A Konar, AK Nagar
2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1201-1208, 2016
Raising the Bar on the Evaluation of Out-of-Distribution Detection
J Mukhoti, TY Lin, BC Chen, A Shah, PHS Torr, PK Dokania, SN Lim
arXiv preprint arXiv:2209.11960, 2022
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