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Jishnu Mukhoti
Jishnu Mukhoti
AI Lead, Finster AI
Email confirmado em eng.ox.ac.uk - Página inicial
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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
4932020
Evaluating bayesian deep learning methods for semantic segmentation
J Mukhoti, Y Gal
arXiv preprint arXiv:1811.12709, 2018
2492018
Deep deterministic uncertainty: A new simple baseline
J Mukhoti, A Kirsch, J van Amersfoort, PHS Torr, Y Gal
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
234*2023
Open vocabulary semantic segmentation with patch aligned contrastive learning
J Mukhoti, TY Lin, O Poursaeed, R Wang, A Shah, PHS Torr, SN Lim
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
782023
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
442019
On the importance of strong baselines in Bayesian deep learning
J Mukhoti, P Stenetorp, Y Gal
arXiv preprint arXiv:1811.09385, 2018
412018
Deep deterministic uncertainty for semantic segmentation
J Mukhoti, J van Amersfoort, PHS Torr, Y Gal
arXiv preprint arXiv:2111.00079, 2021
282021
Learning regularity in an economic time-series for structure prediction
D Bhattacharya, J Mukhoti, A Konar
Applied Soft Computing 76, 31-44, 2019
282019
Fine-tuning can cripple your foundation model; preserving features may be the solution
J Mukhoti, Y Gal, P Torr, D Puneet K.
Transactions on Machine Learning Research (TMLR), 2024
202024
Handwritten digit classification in Bangla and Hindi using deep learning
J Mukhoti, S Dutta, R Sarkar
Applied Artificial Intelligence 34 (14), 1074-1099, 2020
172020
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
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
72023
On batch normalisation for approximate bayesian inference
J Mukhoti, PK Dokania, PHS Torr, Y Gal
arXiv preprint arXiv:2012.13220, 2020
62020
On pitfalls in ood detection: Entropy considered harmful, 2021
A Kirsch, J Mukhoti, J van Amersfoort, PHS Torr, Y Gal
Uncertainty & Robustness in Deep Learning Workshop, ICML, 0
4
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
22016
OUT-OF-DISTRIBUTION DETECTION
J Mukhoti, TY Lin, BC Chen, A Shah, PHS Torr, PK Dokania, SN Lim
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