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Welcome to my GitHub Space!

💬 I am Rohit Kundu (he/him/his), a Doctor of Philosophy (Ph.D.) student at the Video Computing Group in the University of California, Riverside, USA working under the supervision of Prof. Amit K. Roy-Chowdhury. I work on low-supervision Deep Learning mainly for Vision-Language applications.

💬 In June 2022, I completed my Bachelors of Engineering (B.E.) degree from Jadavpur University, India, majoring in Electrical Engineering.

💬 Check out my Google Scholar profile for a complete list of my publications.

💬 ResearchGate | ORCiD

💬 For more details, visit my personal homepage: https://rohit-kundu.github.io/

News: ⚡

  • June 2024: Joined Google (YouTube) as a Student Researcher.

Reach Me:

Rohit Kundu's Projects

altwoa icon altwoa

Altruistic Whale Optimization Algorithm (AltWOA)

cell-tracker icon cell-tracker

Official Implementation of our paper on Cell Tracker Algorithm for NPC Cell maturation profile understanding.

diy-fscil icon diy-fscil

[CVPR-2022] '' Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches'', IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2022.

efficient-annotation-cookbook icon efficient-annotation-cookbook

Official implementation of "Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets" (CVPR2021)

ensemble-pneumonia-detection icon ensemble-pneumonia-detection

Based on our paper "Pneumonia Detection from Chest X-ray Images using a Novel Weighted Average Ensemble Model" published in Nature- PlosOne

fuzzy-rank-ensemble icon fuzzy-rank-ensemble

Based on our paper on "A Fuzzy Rank-based Ensemble of CNN Models for Classification of Cervical Cytology" published in Nature- Scientific Reports.

hfmoea icon hfmoea

A hybrid feature selection algorithm combining Filter based methods and a Wrapper method.

hybrid_mrfo-obhsa icon hybrid_mrfo-obhsa

Hybrid (Strong) Wrapper Algorithm combining Manta-Ray Foraging Optimization and Opposition-Based Harmony Search.

mfsnet icon mfsnet

Based on our paper on skin lesion segmentation: "MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation"

ml-notebooks icon ml-notebooks

:fire: A series of code examples for all sorts of machine learning tasks and applications.

segmentation-hho_altruism icon segmentation-hho_altruism

Based on our paper on Multi-Objective Harris Hawk's Optimization with Altruism for Unsupervised Brain MRI Segmentation

traditional-feature-extraction icon traditional-feature-extraction

Feature Extraction is an integral step for Image Processing jobs. This repository contains the python codes for Traditional Feature Extraction Methods from an image dataset, namely Gabor, Haralick, Tamura, GLCM and GLRLM.

two-step-feature-enhancement icon two-step-feature-enhancement

Based on our paper "Cervical Cytology Classification Using PCA & GWO Enhanced Deep Features Selection" published in SN Computer Science

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