Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Puneet K. Dokania

ANCER: Anisotropic Certification via Sample-wise Volume Maximization


Jul 20, 2021
Francisco Eiras, Motasem Alfarra, M. Pawan Kumar, Philip H. S. Torr, Puneet K. Dokania, Bernard Ghanem, Adel Bibi

* First two authors and the last one contributed equally to this work 

  Access Paper or Ask Questions

No Cost Likelihood Manipulation at Test Time for Making Better Mistakes in Deep Networks


Apr 01, 2021
Shyamgopal Karthik, Ameya Prabhu, Puneet K. Dokania, Vineet Gandhi


  Access Paper or Ask Questions

On Batch Normalisation for Approximate Bayesian Inference


Dec 24, 2020
Jishnu Mukhoti, Puneet K. Dokania, Philip H. S. Torr, Yarin Gal


  Access Paper or Ask Questions

Continual Learning in Low-rank Orthogonal Subspaces


Oct 22, 2020
Arslan Chaudhry, Naeemullah Khan, Puneet K. Dokania, Philip H. S. Torr

* NeurIPS, 2020 
* The paper is accepted at NeurIPS'20 

  Access Paper or Ask Questions

Diagnosing and Preventing Instabilities in Recurrent Video Processing


Oct 17, 2020
Thomas Tanay, Aivar Sootla, Matteo Maggioni, Puneet K. Dokania, Philip Torr, Ales Leonardis, Gregory Slabaugh


  Access Paper or Ask Questions

Progressive Skeletonization: Trimming more fat from a network at initialization


Jul 14, 2020
Pau de Jorge, Amartya Sanyal, Harkirat S. Behl, Philip H. S. Torr, Gregory Rogez, Puneet K. Dokania


  Access Paper or Ask Questions

A Revised Generative Evaluation of Visual Dialogue


Apr 24, 2020
Daniela Massiceti, Viveka Kulharia, Puneet K. Dokania, N. Siddharth, Philip H. S. Torr

* 16 pages, 5 figures 

  Access Paper or Ask Questions

Calibrating Deep Neural Networks using Focal Loss


Feb 21, 2020
Jishnu Mukhoti, Viveka Kulharia, Amartya Sanyal, Stuart Golodetz, Philip H. S. Torr, Puneet K. Dokania


  Access Paper or Ask Questions

Using Hindsight to Anchor Past Knowledge in Continual Learning


Feb 19, 2020
Arslan Chaudhry, Albert Gordo, Puneet K. Dokania, Philip Torr, David Lopez-Paz


  Access Paper or Ask Questions

Mirror Descent View for Neural Network Quantization


Oct 18, 2019
Thalaiyasingam Ajanthan, Kartik Gupta, Philip H. S. Torr, Richard Hartley, Puneet K. Dokania


  Access Paper or Ask Questions

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


Sep 25, 2019
Arnab Ghosh, Richard Zhang, Puneet K. Dokania, Oliver Wang, Alexei A. Efros, Philip H. S. Torr, Eli Shechtman

* ICCV 2019, Video Avaiable at https://youtu.be/T9xtpAMUDps 

  Access Paper or Ask Questions

Stable Rank Normalization for Improved Generalization in Neural Networks and GANs


Jun 12, 2019
Amartya Sanyal, Philip H. S. Torr, Puneet K. Dokania


  Access Paper or Ask Questions

Continual Learning with Tiny Episodic Memories


Mar 20, 2019
Arslan Chaudhry, Marcus Rohrbach, Mohamed Elhoseiny, Thalaiyasingam Ajanthan, Puneet K. Dokania, Philip H. S. Torr, Marc'Aurelio Ranzato


  Access Paper or Ask Questions

Visual Dialogue without Vision or Dialogue


Dec 16, 2018
Daniela Massiceti, Puneet K. Dokania, N. Siddharth, Philip H. S. Torr

* 2018 NeurIPS Workshop on Critiquing and Correcting Trends in Machine Learning 

  Access Paper or Ask Questions

Proximal Mean-field for Neural Network Quantization


Dec 11, 2018
Thalaiyasingam Ajanthan, Puneet K. Dokania, Richard Hartley, Philip H. S. Torr


  Access Paper or Ask Questions

Weakly-Supervised Learning of Metric Aggregations for Deformable Image Registration


Sep 24, 2018
Enzo Ferrante, Puneet K. Dokania, Rafael Marini Silva, Nikos Paragios

* Accepted for publication in IEEE Journal of Biomedical and Health Informatics, 2018 

  Access Paper or Ask Questions

Riemannian Walk for Incremental Learning: Understanding Forgetting and Intransigence


Aug 14, 2018
Arslan Chaudhry, Puneet K. Dokania, Thalaiyasingam Ajanthan, Philip H. S. Torr


  Access Paper or Ask Questions

Multi-Agent Diverse Generative Adversarial Networks


Jul 16, 2018
Arnab Ghosh, Viveka Kulharia, Vinay Namboodiri, Philip H. S. Torr, Puneet K. Dokania

* This is an updated version of our CVPR'18 paper with the same title. In this version, we also introduce MAD-GAN-Sim in Appendix B 

  Access Paper or Ask Questions

FlipDial: A Generative Model for Two-Way Visual Dialogue


Apr 03, 2018
Daniela Massiceti, N. Siddharth, Puneet K. Dokania, Philip H. S. Torr


  Access Paper or Ask Questions

Discovering Class-Specific Pixels for Weakly-Supervised Semantic Segmentation


Jul 18, 2017
Arslan Chaudhry, Puneet K. Dokania, Philip H. S. Torr

* 28th British Machine Vision Conference (BMVC), 2017 

  Access Paper or Ask Questions

Minding the Gaps for Block Frank-Wolfe Optimization of Structured SVMs


May 30, 2016
Anton Osokin, Jean-Baptiste Alayrac, Isabella Lukasewitz, Puneet K. Dokania, Simon Lacoste-Julien

* Appears in Proceedings of the 33rd International Conference on Machine Learning (ICML 2016). 31 pages 

  Access Paper or Ask Questions

Parsimonious Labeling


Jul 05, 2015
Puneet K. Dokania, M. Pawan Kumar


  Access Paper or Ask Questions