Joseph K J

PhD Student, Computer Science Department, Indian Institute of Technology Hyderabad

I am a PhD student at IIT Hyderabad. I am fortunate to have Dr. Vineeth N Balasubramanian, as my advisor. I work on building machine learning models that can learn incrementally, just like humans do. I am also interested in generative modelling, learning under weak supervision and vision problems like detection and segmentation.

Before joining IIT Hyderabad, I was working at Oracle, as a Senior Software Engineer for 3.5 years. I used to develop softwares for PeopleSoft PeopleTools Platforms team.

e-mail: cs17m18p100001 (at) iith.ac.in

Publication Overview

Journals:	TPAMI
Conferences:	CVPR 2022 - 1, CVPR 2022 - 2, CVPR 2021, NeurIPS 2020, BMVC 2020, IJCAI 2019, WACV 2019
Workshops:	NeurIPS 2021, CVPR 2020, ICML 2019, ECCV 2018, ICML 2018

News

Apr 15, 2022	Extremely delighted that our application to the Doctoral Consortium at CVPR 2022 is accepted.
Apr 7, 2022	Humbled to recieve Excellence in Research Award from IIT Hyderabad second time!
Mar 2, 2022	Two papers accepted at CVPR 2022.
Oct 11, 2021	Our work on Incremental Object Detection is accepted to TPAMI (Impact Factor: 16.39).
Aug 8, 2021	Continuing at Google as a Student Researcher.
Apr 5, 2021	Joined Google Research as an Intern.
Mar 1, 2021	Our work on Open World Object Detection, is accepted at CVPR 2021 for ORAL presentation.
Sep 25, 2020	Our work on using Meta-Consolidation for Continual Learning is accepted at NeurIPS 2020.
Aug 30, 2020	Humbled to recieve Excellence in Research Award from IIT Hyderabad.
Jul 30, 2020	Our work on Zero-shot Domain Generalization is accepted at BMVC 2020.
Nov 24, 2019	Joined IIAI / MBZUAI, Abu Dhabi as a Research Intern.
Aug 8, 2019	Awarded TCS PhD Fellowship!
May 21, 2019	Our work on using submodular optimization is accepted at Negative Dependence workshop, ICML 2019.
May 21, 2019	Humbled to receive Travel Grants from Microsoft Research and ACM-India / IARCS to attend IJCAI.
May 10, 2019	Our work titled ‘Submodular Batch Selection for Training Deep Neural Networks’ is accepted at IJCAI 2019.
Apr 16, 2019	Would be attending International Computer Vision Summer School, ICVSS 2019 in Sicily, Italy.
Mar 14, 2019	Awarded ‘Certificate of Appreciation in Research’ from IIT Hyderabad.
Aug 31, 2018	Our paper titled ‘C4Synth: Cross-Caption Cycle-Consistent Text-to-Image Synthesis’, is accepted at WACV 2019.
Aug 6, 2018	MASON accepted at AutoNUE workshop, ECCV 2018, Germany.
Jul 24, 2018	Interned at Harada-Ushiku lab, University of Tokyo, Japan.
Jun 29, 2018	Our paper accepted at ‘Towards learning with limited labels’ workshop, ICML 2018, Sweden.