Jishnu Mukhoti

According to our database, Jishnu Mukhoti authored at least 14 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Fine-tuning can cripple your foundation model; preserving features may be the solution.

Jishnu Mukhoti, Yarin Gal, Philip Torr, Puneet K. Dokania

Trans. Mach. Learn. Res., 2024

2023

Raising the Bar on the Evaluation of Out-of-Distribution Detection.

Jishnu Mukhoti, Tsung-Yu Lin, Bor-Chun Chen, Ashish Shah, Philip H. S. Torr, Puneet K. Dokania, Ser-Nam Lim

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive Learning.

Jishnu Mukhoti, Tsung-Yu Lin, Omid Poursaeed, Rui Wang, Ashish Shah, Philip H. S. Torr, Ser-Nam Lim

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Deep Deterministic Uncertainty: A New Simple Baseline.

Jishnu Mukhoti, Andreas Kirsch, Joost van Amersfoort, Philip H. S. Torr, Yarin Gal

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2021

Deep Deterministic Uncertainty for Semantic Segmentation.

Jishnu Mukhoti, Joost van Amersfoort, Philip H. S. Torr, Yarin Gal

CoRR, 2021

Deterministic Neural Networks with Appropriate Inductive Biases Capture Epistemic and Aleatoric Uncertainty.

Jishnu Mukhoti, Andreas Kirsch, Joost van Amersfoort, Philip H. S. Torr, Yarin Gal

CoRR, 2021

2020

On Batch Normalisation for Approximate Bayesian Inference.

Jishnu Mukhoti, Puneet K. Dokania, Philip H. S. Torr, Yarin Gal

CoRR, 2020

Handwritten Digit Classification in Bangla and Hindi Using Deep Learning.

Jishnu Mukhoti, Sukanya Dutta, Ram Sarkar

Appl. Artif. Intell., 2020

Calibrating Deep Neural Networks using Focal Loss.

Jishnu Mukhoti, Viveka Kulharia, Amartya Sanyal, Stuart Golodetz, Philip H. S. Torr, Puneet K. Dokania

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Learning regularity in an economic time-series for structure prediction.

Diptendu Bhattacharya, Jishnu Mukhoti, Amit Konar

Appl. Soft Comput., 2019

Let's Take This Online: Adapting Scene Coordinate Regression Network Predictions for Online RGB-D Camera Relocalisation.

Tommaso Cavallari, Luca Bertinetto, Jishnu Mukhoti, Philip H. S. Torr, Stuart Golodetz

Proceedings of the 2019 International Conference on 3D Vision, 2019

2018

Evaluating Bayesian Deep Learning Methods for Semantic Segmentation.

Jishnu Mukhoti, Yarin Gal

CoRR, 2018

On the Importance of Strong Baselines in Bayesian Deep Learning.

Jishnu Mukhoti, Pontus Stenetorp, Yarin Gal

CoRR, 2018

2016

Knowledge extraction from a time-series using segmentation, fuzzy matching and predictor graphs.

Jishnu Mukhoti, Pratyusha Rakshit, Diptendu Bhattacharya, Amit Konar, Atulya K. Nagar

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016