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Harkirat Singh Behl


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Third-year PhD student at the University of Oxford.
Member of Torr Vision Group and Optimization for Vision and Learning.
Supervisors: Prof. Philip Torr and Prof. M. Pawan Kumar.
Bachelors degree: Indian Institute of Technology (IIT) Kanpur, May 2018.
Internships: MSR Redmond, 2019 with Dr. Vibhav Vineet.

Research interests: machine learning, optimization and computer vision.

Publications

Scaling the Convex Barrier with Active Sets
Harkirat Singh Behl*, Alessandro De Palma*, Rudy Bunel, Philip Torr, M. Pawan Kumar
ICLR 2021: Proceedings of International Conference on Learning Representations, 2021
paper   OpenReview   abstract  

Progressive Skeletonization: Trimming more fat from a network at initialization
Pau Jorge, Amartya Sanyal, Harkirat Singh Behl, Philip Torr, Gregory Rogez, Puneet Dokania
ICLR 2021: Proceedings of International Conference on Learning Representations, 2021
paper   OpenReview   abstract   bibtex   code  

STEER: Simple Temporal Regularization For Neural ODEs
Arnab Ghosh, Harkirat Singh Behl, Philip Torr, Vinay Namboodiri
NeurIPS 2020: Proceedings of Advances in Neural Information Processing Systems, 2020
paper   abstract   bibtex  

AutoSimulate: (Quickly) Learning Synthetic Data Generation
Harkirat Singh Behl, Atılım Güneş Baydin, Ran Gal, Philip Torr, Vibhav Vineet
ECCV 2020: Proceedings of European Conference on Computer Vision, 2020
paper   slides   abstract   bibtex   code  

Meta-Learning Deep Visual Words for Fast Video Object Segmentation
Harkirat Singh Behl, Mohammad Najafi, Anurag Arnab, Philip Torr
IROS 2020: Proceedings of International Conference on Intelligent Robots and Systems, 2020 (Oral Presentation)
NeurIPS 2019: NeurIPS Workshop on Machine Learning for Autonomous Driving, 2019 (Oral Presentation)
paper   project page   abstract   bibtex   code   video

 

Alpha MAML: Adaptive Model-Agnostic Meta-Learning
Harkirat Singh Behl, Atılım Güneş Baydin, Philip Torr
ICML 2019: International Conference on Machine Learning Automated Machine Learning Workshop, 2019
paper   project page   abstract   poster   bibtex  

Incremental Tube Construction for Human Action Detection
Harkirat Singh Behl, Michael Sapienza, Gurkirt Singh, Suman Saha, Fabio Cuzzolin, Philip Torr
BMVC 2018: Proceedings of British Machine Vision Conference, 2018
paper   abstract   bibtex   code   video   supplementary

 

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