Artikel mit Open-Access-Mandaten - Jishnu MukhotiWeitere Informationen
Verfügbar: 5
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
Mandate: UK Engineering and Physical Sciences Research Council, European Commission
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
Mandate: UK Engineering and Physical Sciences Research Council, UK Research & Innovation
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
Mandate: UK Engineering and Physical Sciences Research Council, UK Research & Innovation
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
Mandate: UK Engineering and Physical Sciences Research Council, UK Research & Innovation
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
Mandate: UK Engineering and Physical Sciences Research Council, UK Research & Innovation
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