ShuvenduRoy

CoPrompt

[ICLR'24] Consistency-guided Prompt Learning for Vision-Language Models

FER_TL_PipelineTraining

[Electronics'21] Facial Emotion Recognition Using Transfer Learning in the Deep CNN"

SSL_FER

[ACII'22] Analysis of Semi-Supervised Methods for Facial Expression Recognition

Artificial_intelligence_with_deep_learning

Implementation of some of the state of the art artificial intelligence alforithms

ActiveFER

Official implementation of the paper "Active Learning with Contrastive Pre-training for Facial Expression Recognition", accepted in ACII'23.

UnMixMatch

[AAAI'24] Scaling Up Semi-supervised Learning with Unconstrained Unlabelled Data

computer_vision_a2z

Making computer smarter with vision project

multimodal

Official implementation of our paper "Benchmarking Vision-Language Contrastive Methods for Medical Representation Learning"

online_course_materials

my online course materials

pytorch-VideoDataloader

Custom Video Dataloader for pytorch

video_data_loader

Pytorch Video data loader

CoACT-FSCIL

Official implementation of our paper, CoACT

SSL_FER_OOD

[TAFFC'24] Exploring the Boundaries of Semi-Supervised Facial Expression Recognition using In-Distribution, Out-of-Distribution, and Unconstrained Data

Ada-CM

“Towards Semi-Supervised Deep Facial Expression Recognition with An Adaptive Confidence Margin”, CVPR 2022.

audio_classifier

Audio classification starter code

Awesome-Prompting-on-Vision-Language-Model

This repo lists relevant papers summarized in our survey paper: A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models.

climate_change

Global temperature analysis and prediction

GithubPage

gramatical-error-correction

Existing models of grammatical errors corrections

graph_visualization

Tensorboard and other graph visualization tools for pytorch

Interview

Algorithm and Data Structure Interview Question

KineticX-Downloader

Python script for downloading Kinetics datasets (Kinetics400, Kinetics600, Kinetics700)

natural_language_representation_models

Research on natural language representation models and transfer learning

PMG-Progressive-Multi-Granularity-Training

Code release for Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches (ECCV2020)

POS-tagging

Parts of speech tagging for both in Bangla and English

seq2seq_grammatical_error_corrector

Grammatical error correction with seq2seq models

ShuvenduRoy.github.io

My personal website

tf_keras_playground

Important implementations of DL codes with keras

time_series_analysis

algorithms for time series data analysis

webpage_template