GAN implementation in PyTorch

CSE-164-Computer-Vision

Pytorch model for classification

In this project, we executed an optimized architecture for image recognition on the CIFAR-10 dataset using the Particle Swarm Optimization (PSO) method.

Experiments with Variational Autoencoders in pytorch

A few machine learning projects that I made using PyTorch

Comparing different learning paradigms on the STL 10 dataset and carrying further analysis in each method

SimCLR implementation in PyTorch.

Code repository for the paper titled "MIO : Mutual Information Optimization using Self-Supervised Binary Contrastive Learning"

Transfer learning from imagenet VGG16 CNN for classifying stl10 database using Keras

Implementation of Pre-text invariant representation learning algorithm in pytorch

[NeurIPS 2021] Why Spectral Normalization Stabilizes GANs: Analysis and Improvements

Steering Self-Supervised Feature Learning Beyond Local Pixel Statistics. In CVPR, 2020.

Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.