Kaushik Roy

Kaushik Roy

Postdoctoral Research Fellow @ Data61, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Australia

(+61) 0426776437
kaushik.roy.bd@gmail.com
Sinnamon Park, QLD 4073, Australia
Bagerhat, Bangladesh

Interested in:

Continual Learning Federated Learning Machine Learning Deep Learning Computer Vision Generative AI Robotics

Expertise:

Python PyTorch Tensorflow LangChain OpenCV NumPy Matplotlib

Open for Research Collaboration

Email : kaushik.roy@data61.csiro.au

News & Updates

Feb 21, 2024: Graduated from Monash University, Australia
Jan 15, 2024: Started as a Postdoctoral Research Fellow with Data61, CSIRO, Australia
Mar 1, 2020: Began Ph.D. in Lifelong Learning with Deep Neural Networks at Monash University, Australia

Publications

L3DMC: Lifelong Learning using Distillation via Mixed-Curvature Space
K. Roy, P. Moghadam, M. Harandi
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Subspace distillation for continual learning
K. Roy, C. Simon, P. Moghadam, M. Harandi
Neural Networks, 2023
CL3: Generalization of Contrastive Loss for Lifelong Learning
K. Roy, C. Simon, P. Moghadam, M. Harandi
Journal of Imaging, 2023
Background subtraction using dominant directional pattern
K. Roy, R. Arefin, F. Makhmudkhujaev, O. Chae, J. Kim
IEEE Access, 2018
An adaptive fusion scheme of color and edge features for background subtraction
K. Roy, J. Kim, MTB. Iqbal, F. Makhmudkhujaev, B. Ryu, O. Chae
IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2017

Education & Experience

Jan 2024 - Cont.

Research Fellow, CSIRO, Australia

Machine Learning
Robotics

Python PyTorch Research Publication

Mar 2020 - Sept 2023

PhD Student, Dept. of ECSE, Monash University, Australia

Lifelogn Continual Learning
Deep Learning
Computer Vision

Python PyTorch Teaching Publication

Nov 2017 - Feb 2020

Computer Vision Engineer (R&D), MOPIC Co., Ltd. South Korea

Depth Estimation from Single Image
Object Detection library development
3D Video Player

MobileNet SSD Encoder-Decoder Tensorflow Python Java

Sept 2015 - Sept 2017

Master of Computer Science & Engineerig, Kyung Hee University, South Korea

Foreground Segmentation
Betacam Dropout Error Detection
Edge and Color Feature Fusion Strategy

C++ openCV Edge Descriptor Feature Fusion Publication

Mar 2013 - Aug 2015

Software Engineer, Samsung R&D Institute Bangladesh (SRBD)

Samsung Smart TV SDK
ProSuggest Commercialiazation
Object Detection

C++ openCV Scripting Android Java

Feb 2009 - Dec 2012

Bachelor of Information Technology, IIT, University of Dhaka, Banglaadesh

Software Engineering
Programming
Application Development

C++ Java OOP Internship