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
| Conferences: | NeurIPS 2020, BMVC 2020, IJCAI 2019, WACV 2019 |
| Workshops: | CVPR 2020, ICML 2019, ECCV 2018, ICML 2018 |
News
| Sep 25, 2020 | Our work on using Meta-Consolidation for Continual Learning (MERLIN) is accepted at NeurIPS 2020 (acceptance rate: 20.01%). |
| Aug 30, 2020 | Humbled to recieve Excellence in Research Award from IIT Hyderabad. (one of 24 students, across 16 departments of the Institute) |
| 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 for mini-batch selection would be presented at Negative Dependence in ML workshop, ICML 2019, Long Beach, California, USA. |
| May 21, 2019 | Humbled to receive Travel Grants from Microsoft Research and ACM-India / IARCS to attend IJCAI. Thank you MSR, ACM and IARCS! |
| May 10, 2019 | Our work titled ‘Submodular Batch Selection for Training Deep Neural Networks’ is accepted at IJCAI 2019, Macao, China. |
| 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, Hawaii. |
| 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. |