Jishnu Mukhoti

19 papers A* 3B 1Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
Fine-tuning can cripple your foundation model; preserving features may be the solution.
Trans. Mach. Learn. Res.
Jishnu Mukhoti, Yarin Gal, Philip Torr, Puneet K. Dokania
2023 A* conf
Deep Deterministic Uncertainty: A New Simple Baseline.
CVPR
Jishnu Mukhoti, Andreas Kirsch, Joost van Amersfoort, Philip H. S. Torr, Yarin Gal
2023 J jnl
Fine-tuning can cripple your foundation model; preserving features may be the solution.
CoRR
Jishnu Mukhoti, Yarin Gal, Philip H. S. Torr, Puneet K. Dokania
2023 A* conf
Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive Learning.
CVPR
Jishnu Mukhoti, Tsung-Yu Lin, Omid Poursaeed, Rui Wang, Ashish Shah, Philip H. S. Torr, Ser-Nam Lim
2023 — conf
Raising the Bar on the Evaluation of Out-of-Distribution Detection.
ICCV (Workshops)
Jishnu Mukhoti, Tsung-Yu Lin, Bor-Chun Chen, Ashish Shah, Philip H. S. Torr, Puneet K. Dokania, Ser-Nam Lim
2022 J jnl
Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive Learning.
CoRR
Jishnu Mukhoti, Tsung-Yu Lin, Omid Poursaeed, Rui Wang, Ashish Shah, Philip H. S. Torr, Ser-Nam Lim
2022 J jnl
Raising the Bar on the Evaluation of Out-of-Distribution Detection.
CoRR
Jishnu Mukhoti, Tsung-Yu Lin, Bor-Chun Chen, Ashish Shah, Philip H. S. Torr, Puneet K. Dokania, Ser-Nam Lim
2021 J jnl
Deep Deterministic Uncertainty for Semantic Segmentation.
CoRR
Jishnu Mukhoti, Joost van Amersfoort, Philip H. S. Torr, Yarin Gal
2021 J jnl
Deterministic Neural Networks with Appropriate Inductive Biases Capture Epistemic and Aleatoric Uncertainty.
CoRR
Jishnu Mukhoti, Andreas Kirsch, Joost van Amersfoort, Philip H. S. Torr, Yarin Gal
2020 A* conf
Calibrating Deep Neural Networks using Focal Loss.
NeurIPS
Jishnu Mukhoti, Viveka Kulharia, Amartya Sanyal, Stuart Golodetz, Philip H. S. Torr, Puneet K. Dokania
2020 J jnl
Calibrating Deep Neural Networks using Focal Loss.
CoRR
Jishnu Mukhoti, Viveka Kulharia, Amartya Sanyal, Stuart Golodetz, Philip H. S. Torr, Puneet K. Dokania
2020 J jnl
Handwritten Digit Classification in Bangla and Hindi Using Deep Learning.
Appl. Artif. Intell.
Jishnu Mukhoti, Sukanya Dutta, Ram Sarkar
2020 J jnl
On Batch Normalisation for Approximate Bayesian Inference.
CoRR
Jishnu Mukhoti, Puneet K. Dokania, Philip H. S. Torr, Yarin Gal
2019 J jnl
Learning regularity in an economic time-series for structure prediction.
Appl. Soft Comput.
Diptendu Bhattacharya, Jishnu Mukhoti, Amit Konar
2019 — conf
Let's Take This Online: Adapting Scene Coordinate Regression Network Predictions for Online RGB-D Camera Relocalisation.
3DV
Tommaso Cavallari, Luca Bertinetto, Jishnu Mukhoti, Philip H. S. Torr, Stuart Golodetz
2019 J jnl
Let's Take This Online: Adapting Scene Coordinate Regression Network Predictions for Online RGB-D Camera Relocalisation.
CoRR
Tommaso Cavallari, Luca Bertinetto, Jishnu Mukhoti, Philip H. S. Torr, Stuart Golodetz
2018 J jnl
Evaluating Bayesian Deep Learning Methods for Semantic Segmentation.
CoRR
Jishnu Mukhoti, Yarin Gal
2018 J jnl
On the Importance of Strong Baselines in Bayesian Deep Learning.
CoRR
Jishnu Mukhoti, Pontus Stenetorp, Yarin Gal
2016 B conf
Knowledge extraction from a time-series using segmentation, fuzzy matching and predictor graphs.
FUZZ-IEEE
Jishnu Mukhoti, Pratyusha Rakshit, Diptendu Bhattacharya, Amit Konar, Atulya K. Nagar