Brief list of recent projects. Please refer to my CV for a complete (and updated) list of projects and internship/FT outcomes. (Last updated : 24/10/2022)
Robustness analysis in Task Incremental Learning
Manuscript in preparation.
Supervised by: Marc Masana, Joost Van de Weijer
Accomplished key results on interpretability of catastrophic forgetting and improving robustness in a task incremental learning setup for Vision models.
Interpreting Class Activation Maps
Manuscript in preparation.
Provide insights into understanding Class Activation Map’s (CAM) interpretability, limitations and its evaluation from an image level perspective.
Liquid Galaxy Controller (GSoC 2019)
Supervised by: Liquid Galaxy mentors
Redesigned Liquid Galaxy Controller flutter application based on Material Design guidelines. Implemented communication based on Open Sound Control (OSC) protocol. Enhanced usability by developing element creation and direct sharing add-ons.
BITS Acads
Developed an android application to manage academic and institute resources for students of BITS Pilani. Published on Play Store and has a constructive rating of 4.2
Self-supervision evaluation
Have undertaken further work in this direction. Will update the detailed description once its complete.
Apple disease detection
Supervised by: Sundaresan Raman
Developed a mobile application for apple disease classification and segmentation, to easily adapt to both individual and industrial usage.
ERPLAG Compiler
Developed a compiler for ERPLAG, a strongly typed language with C like constructs.