Concepedia

Puneet K. Dokania

PK

24

Publications

1.3K

Citations

16

H-Index

2016

Active since

Affiliations

University of Oxford(Current)

École Centrale Paris

Institut national de recherche en sciences et technologies du numérique

University of California, Berkeley

Puneet K. Dokania is an author at University of Oxford specializing in machine learning, engineering, and deep learning.

Top concepts

EngineeringMachine LearningDeep LearningData ScienceComputer ScienceArtificial IntelligenceComputer VisionImage AnalysisPattern RecognitionNatural Language Processing

Publications per year

2016–2023

24

Publications

24

On Tiny Episodic Memories in Continual Learning

Arslan Chaudhry, Marcus Rohrbach, Mohamed Elhoseiny et al. · arXiv (Cornell University) · 2019 · 326 citations · Full text

Cl Setup, Machine Learning, Engineering +20

Using Hindsight to Anchor Past Knowledge in Continual Learning

Arslan Chaudhry, Albert Gordo, Puneet K. Dokania et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 182 citations · Full text

Bilevel Optimization, Incremental Learning, Engineering +19

Continual learning with tiny episodic memories

Arslan Chaudhry, Marcus Rohrbach, Mohamed Elhoseiny et al. · Oxford University Research Archive (ORA) (University of Oxford) · 2019 · 161 citations · Full text

Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation

Arnab Ghosh, Richard Zhang, Puneet K. Dokania et al. · 2019 · 118 citations

Engineering, Machine Learning, Sketch-based Modeling +16

Calibrating Deep Neural Networks using Focal Loss

Jishnu Mukhoti, Viveka Kulharia, Amartya Sanyal et al. · arXiv (Cornell University) · 2020 · 87 citations · Full text

Convolutional Neural Network, Deep Neural Networks, Machine Vision +14

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