soumitri2001
CS Ph.D. student @ UNC Chapel Hill || Researcher @ SRI International || Formerly @ ETS Montreal, SketchX Lab UoSurrey, ISI Kolkata
CS PhD @ UNC Chapel HillChapel Hill, NC, USA
Pinned Repositories
awesome-signature-verification
A curated, non-exhaustive list of papers in handwritten signature verification using ML/DL techniques.
DMTNet-CRCH
Official Implementation of our paper "Supervision meets Self-Supervision: A Deep Multitask Network for Colorectal Cancer Histopathological Analysis" [Best Paper Award at MISP 2022]
GCPL
Towards Generative Class Prompt Learning for Fine-grained Visual Recognition, BMVC 2024 (Oral)
IDEAL
IDEAL: Improved DEnse LocAL Contrastive Learning for Semi-Supervised Medical Image Segmentation", ICASSP 2023
Pneumonia-Detection-Local-Search-aided-SCA
Based on our paper "Pneumonia Detection from Lung X-ray Images using Local Search Aided Sine Cosine Algorithm based Deep Feature Selection Method" [International Journal of Intelligent Systems, Wiley]
SmallDataSSL
Exploring Self-Supervised Learning for Low-Resource Medical Image Analysis, ICIP 2023
SnapEnsemFS
Based on our paper "SnapEnsemFS: A Snapshot Ensembling-based Deep Feature Selection Model for Colorectal Cancer Histological Analysis" published in Scientific Reports, Nature (2023).
SURDS-SSL-OSV
SURDS: Self-Supervised Attention-guided Reconstruction and Dual Triplet Loss for Writer Independent Offline Signature Verification", ICPR 2022
SWIS-Self-Supervised-Learning-for-Offline-Signature-Verification
SWIS: Self-Supervised Representation Learning For Writer Independent Offline Signature Verification", ICIP 2022 (Oral)
Wrapper-Filter-Speech-Emotion-Recognition
Implementation of our paper "A Hybrid Deep Feature Selection Framework for Emotion Recognition from Human Speeches" [Multimedia Tools and Applications, Springer]
soumitri2001's Repositories
soumitri2001/awesome-signature-verification
A curated, non-exhaustive list of papers in handwritten signature verification using ML/DL techniques.
soumitri2001/SURDS-SSL-OSV
SURDS: Self-Supervised Attention-guided Reconstruction and Dual Triplet Loss for Writer Independent Offline Signature Verification", ICPR 2022
soumitri2001/Pneumonia-Detection-Local-Search-aided-SCA
Based on our paper "Pneumonia Detection from Lung X-ray Images using Local Search Aided Sine Cosine Algorithm based Deep Feature Selection Method" [International Journal of Intelligent Systems, Wiley]
soumitri2001/SWIS-Self-Supervised-Learning-for-Offline-Signature-Verification
SWIS: Self-Supervised Representation Learning For Writer Independent Offline Signature Verification", ICIP 2022 (Oral)
soumitri2001/Wrapper-Filter-Speech-Emotion-Recognition
Implementation of our paper "A Hybrid Deep Feature Selection Framework for Emotion Recognition from Human Speeches" [Multimedia Tools and Applications, Springer]
soumitri2001/SmallDataSSL
Exploring Self-Supervised Learning for Low-Resource Medical Image Analysis, ICIP 2023
soumitri2001/DMTNet-CRCH
Official Implementation of our paper "Supervision meets Self-Supervision: A Deep Multitask Network for Colorectal Cancer Histopathological Analysis" [Best Paper Award at MISP 2022]
soumitri2001/GCPL
Towards Generative Class Prompt Learning for Fine-grained Visual Recognition, BMVC 2024 (Oral)
soumitri2001/MASS-SemiSLSeg-UMM-MedIA22
MASS: Modality-collaborative semi-supervised segmentation by exploiting cross-modal consistency from unpaired CT and MRI images
soumitri2001/Pytorch-Medical-Segmentation
This repository is an unoffical PyTorch implementation of Medical segmentation in 2D and 3D.
soumitri2001/soumitri2001
soumitri2001/ummkd
[TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation
soumitri2001/al-folio
A beautiful, simple, clean, and responsive Jekyll theme for academics
soumitri2001/Awesome-Vision-Attentions
Summary of related papers on visual attention. Related code will be released based on Jittor gradually.
soumitri2001/boundary-loss
Official code for "Boundary loss for highly unbalanced segmentation", runner-up for best paper award at MIDL 2019. Extended version in MedIA, volume 67, January 2021.
soumitri2001/Labs-JU-UG3
Assignment files of Laboratory classes for UG-3
soumitri2001/TGANet
TGANet: Text-guided attention for improved polyp segmentation [Accepted at MICCAI 2022]
soumitri2001/IDEAL
IDEAL: Improved DEnse LocAL Contrastive Learning for Semi-Supervised Medical Image Segmentation", ICASSP 2023
soumitri2001/SnapEnsemFS
Based on our paper "SnapEnsemFS: A Snapshot Ensembling-based Deep Feature Selection Model for Colorectal Cancer Histological Analysis" published in Scientific Reports, Nature (2023).
soumitri2001/AECR-Net
Contrastive Learning for Compact Single Image Dehazing, CVPR2021
soumitri2001/Awesome-Sketch-Based-Applications
:books: A collection of sketch based application papers.
soumitri2001/ClipPrompt
A PyTorch implementation of ClipPrompt based on CVPR 2023 paper "CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not"
soumitri2001/EvoCluster
soumitri2001/Labs-UG2-Sem2
Code files for labs of 4th semester at JU IT Department , namely OOS, Networks and SWE.
soumitri2001/Py_FS
soumitri2001/PyContrast
PyTorch implementation of Contrastive Learning methods
soumitri2001/Restormer
A PyTorch implementation of Restormer based on CVPR 2022 paper "Restormer: Efficient Transformer for High-Resolution Image Restoration"
soumitri2001/Snake-Game-using-js
The vintage Snake game, built using JavaScript.
soumitri2001/Textual-based_Class-aware_prompt_tuning
soumitri2001/Vid2Persona
This project breathes life into video characters by using AI to describe their personality and then chat with you as them.