Prathyusha-Akundi

Adversarial-Continual-Learning

Implementation for the paper "Adversarial Continual Learning" in PyTorch.

CMS_Hospital_Rating

PGDDS Capstone Project

Dog_breed_classification

Face_Generation

Facial_keypoint_generation

M-Net

M-NET model for deep brain structure segmentation

Pixelwise_Instance_Segmentation

SegGan

Medical Image Analysis final project

TV_script_generation

Prathyusha-Akundi/Adversarial-Continual-Learning

Implementation for the paper "Adversarial Continual Learning" in PyTorch.

Prathyusha-Akundi/Facial_keypoint_generation

Prathyusha-Akundi/brain-inspired-replay

A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).

Prathyusha-Akundi/CLsurvey

Continual learning of neural networks with 11 state-of-the-art methods and 4 baselines. Codebase of the continual learning survey: "A continual learning survey: Defying forgetting in classification tasks." arXiv preprint arXiv:1909.08383 (2019)."

Prathyusha-Akundi/COVID19-DL

Prathyusha-Akundi/cross-domain-detection

Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation [Inoue+, CVPR2018].

Prathyusha-Akundi/CS340

Project for Data Mining course

Prathyusha-Akundi/dagmm

A Pytorch implementation of the paper `Deep Autoencoding Gaussian Mixture Model For Unsupervised Anomaly Detection` by Zong et al.

Prathyusha-Akundi/DATASOURCE

Prathyusha-Akundi/dvc-repo

Prathyusha-Akundi/dvc_basics_tutorial

Prathyusha-Akundi/FakeNews

Prathyusha-Akundi/fastMRI

A large-scale dataset of both raw MRI measurements and clinical MRI images

Prathyusha-Akundi/fourier_neural_operator

Prathyusha-Akundi/hindi-writer-verification

Summer Challenge on Writer Verification

Prathyusha-Akundi/knowledge-distillation-pytorch

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

Prathyusha-Akundi/MODNet

A Trimap-Free Solution for Portrait Matting in Real Time under Changing Scenes

Prathyusha-Akundi/Poker-Hand-Prediction

Prathyusha-Akundi/Prathyusha-Akundi.github.io

Prathyusha-Akundi/pykliep

A density ratio estimator package for python using the KLIEP algorithm.

Prathyusha-Akundi/Python

All Algorithms implemented in Python

Prathyusha-Akundi/PyTorch-BayesianCNN

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

Prathyusha-Akundi/pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

Prathyusha-Akundi/segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

Prathyusha-Akundi/Skin-Classification

Prathyusha-Akundi/SLAM

Prathyusha-Akundi/Soil-Classification

Prathyusha-Akundi/Sports_Analytics

Prathyusha-Akundi/the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

Prathyusha-Akundi/X-Caps

Official Code Repository for Encoding Visual Attributes in Capsules for Explainable Medical Diagnoses (X-Caps)