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· Finster AI

Publications (19)

Calibrating Deep Neural Networks using Focal Loss
Neural Information Processing Systems · 2020
576
cited
Evaluating Bayesian Deep Learning Methods for Semantic Segmentation
arXiv.org · 2018
248
cited
Deep Deterministic Uncertainty: A New Simple Baseline
Computer Vision and Pattern Recognition · 2021
222
cited
Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive Learning
Computer Vision and Pattern Recognition · 2022
122
cited
Deterministic Neural Networks with Appropriate Inductive Biases Capture Epistemic and Aleatoric Uncertainty
arXiv.org · 2021
98
cited
Fine-tuning can cripple your foundation model; preserving features may be the solution
Trans. Mach. Learn. Res. · 2023
75
cited
Let's Take This Online: Adapting Scene Coordinate Regression Network Predictions for Online RGB-D Camera Relocalisation
International Conference on 3D Vision · 2019
48
cited
Deep Deterministic Uncertainty for Semantic Segmentation
arXiv.org · 2021
36
cited
On the Importance of Strong Baselines in Bayesian Deep Learning
arXiv.org · 2018
34
cited
Deterministic Neural Networks with Inductive Biases Capture Epistemic and Aleatoric Uncertainty
2021
33
cited
Learning regularity in an economic time-series for structure prediction
Applied Soft Computing · 2019
25
cited
Handwritten Digit Classification in Bangla and Hindi Using Deep Learning
Applied Artificial Intelligence · 2020
12
cited
On Batch Normalisation for Approximate Bayesian Inference
arXiv.org · 2020
7
cited
Raising the Bar on the Evaluation of Out-of-Distribution Detection
2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) · 2022
6
cited
On Pitfalls in OoD Detection: Predictive Entropy Considered Harmful
2021
5
cited
The Intriguing Effects of Focal Loss on the Calibration of Deep Neural Networks
2019
4
cited
On using Focal Loss for Neural Network Calibration
2020
2
cited
Benchmarks for Bayesian Deep Learning: Image Segmentation
2018
Knowledge extraction from a time-series using segmentation, fuzzy matching and predictor graphs
IEEE International Conference on Fuzzy Systems · 2016
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Jishnu Mukhoti | Researcher Profile | Sotabase | Sotabase