soumitri2001

awesome-signature-verification

A curated, non-exhaustive list of papers in handwritten signature verification using ML/DL techniques.

Codeforces-Submissions

Solutions to problems on Codeforces platform, contest-wise.

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]

Generative-DeepLearning-TensorFlow

Contains colab notebooks and files pertaining to the course "Generative Deep Learning with TensorFlow" on Coursera.

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

[ICIP 2023] Exploring Self-Supervised Learning for Low-Resource Medical Image Analysis, IEEE Intl. Conf. on Image Processing (ICIP), 2023 (accepted)

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

[ICPR 2022] "SURDS: Self-Supervised Attention-guided Reconstruction and Dual Triplet Loss for Writer Independent Offline Signature Verification", Intl. Conf. on Pattern Recognition (ICPR), 2022

SWIS-Self-Supervised-Learning-for-Offline-Signature-Verification

[ICIP 2022, Oral] "SWIS: Self-Supervised Representation Learning For Writer Independent Offline Signature Verification", IEEE Intl. Conf. on Image Processing (ICIP), 2022

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/awesome-signature-verification

A curated, non-exhaustive list of papers in handwritten signature verification using ML/DL techniques.

soumitri2001/SURDS-SSL-OSV

[ICPR 2022] "SURDS: Self-Supervised Attention-guided Reconstruction and Dual Triplet Loss for Writer Independent Offline Signature Verification", Intl. Conf. on Pattern Recognition (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

[ICIP 2022, Oral] "SWIS: Self-Supervised Representation Learning For Writer Independent Offline Signature Verification", IEEE Intl. Conf. on Image Processing (ICIP), 2022

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/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/SmallDataSSL

[ICIP 2023] Exploring Self-Supervised Learning for Low-Resource Medical Image Analysis, IEEE Intl. Conf. on Image Processing (ICIP), 2023 (accepted)

soumitri2001/Generative-DeepLearning-TensorFlow

Contains colab notebooks and files pertaining to the course "Generative Deep Learning with TensorFlow" on Coursera.

soumitri2001/Flower-Species-Classification

Classification of flower images into respective classes using Deep Learning and Evolutionary Optimization.

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

[ICASSP 2023] "IDEAL: Improved DEnse LocAL Contrastive Learning for Semi-Supervised Medical Image Segmentation", IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (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/Vid2Persona

This project breathes life into video characters by using AI to describe their personality and then chat with you as them.