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 | 406 | 2020 |
Evaluating bayesian deep learning methods for semantic segmentation J Mukhoti, Y Gal arXiv preprint arXiv:1811.12709, 2018 | 227 | 2018 |
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 | 182* | 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 | 51 | 2023 |
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 | 42 | 2019 |
On the importance of strong baselines in Bayesian deep learning J Mukhoti, P Stenetorp, Y Gal arXiv preprint arXiv:1811.09385, 2018 | 38 | 2018 |
Learning regularity in an economic time-series for structure prediction D Bhattacharya, J Mukhoti, A Konar Applied Soft Computing 76, 31-44, 2019 | 28 | 2019 |
Deep deterministic uncertainty for semantic segmentation J Mukhoti, J van Amersfoort, PHS Torr, Y Gal arXiv preprint arXiv:2111.00079, 2021 | 24 | 2021 |
Handwritten digit classification in Bangla and Hindi using deep learning J Mukhoti, S Dutta, R Sarkar Applied Artificial Intelligence 34 (14), 1074-1099, 2020 | 15 | 2020 |
Fine-tuning can cripple your foundation model; preserving features may be the solution J Mukhoti, Y Gal, PHS Torr, PK Dokania arXiv preprint arXiv:2308.13320, 2023 | 6 | 2023 |
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 | 5 | 2023 |
On batch normalisation for approximate bayesian inference J Mukhoti, PK Dokania, PHS Torr, Y Gal arXiv preprint arXiv:2012.13220, 2020 | 5 | 2020 |
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 | 3 | |
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 | 2 | 2016 |
Fine-tuning can cripple foundation models; preserving features may be the solution J Mukhoti, Y Gal, P Torr, PK Dokania | | |