vinbhaskara

MalwareGAN

Visualizing malware behavior, and proactive protection using GANs against zero-day attacks.

adams

Exploiting Uncertainty of Loss Landscape for Stochastic Optimization

Digit-Speech-Recognition

Using MFCC features on Speech Signals to classify Digits after matching templates by DTW. Course project at IIT Guwahati.

XTune-MLUtils

XTune: A custom python wrapper for XGBoost and LightGBM with numerous utility functions to prevent silly gotchas and save time!

Papers

Personal bookmark of classic papers and online references.

vinbhaskara.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

CenterNet

Object detection, 3D detection, and pose estimation using center point detection:

geometry-processing-deformation

Deformation assignment for Geometry Processing course

geometry-processing-smoothing

Smoothing assignment for Geometry Processing course

courses

fast.ai Courses

Cutout

2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552

geometry-processing-curvature

Curvature assignment for Geometry Processing course

geometry-processing-introduction

Introductory assignment for Geometry Processing course

geometry-processing-mesh-reconstruction

Mesh Reconstruction assignment for Geometry Processing course

geometry-processing-parameterization

Parameterization assignment for Geometry Processing course

geometry-processing-registration

Registration assignment for Geometry Processing course

imagehash

A Python Perceptual Image Hashing Module

imitation_from_observation

Learning to Imitate Behaviors from Raw Video via Context Translation

improved_wgan_training

Code for reproducing experiments in "Improved Training of Wasserstein GANs"

keras-inceptionV4

Keras Implementation of Google's Inception-V4 Architecture (includes Keras compatible pre-trained weights)

KernelGAN

mimicry

[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.

polyrnn-pp-pytorch

PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-classification

Classification with PyTorch.

PyTorch-Deep-Learning-Minicourse

Minicourse in Deep Learning with PyTorch

pytorch-generative-model-collections

Collection of generative models in Pytorch version.

pytorch-playground

A fork of the tensorflow/playground for visualizing custom NNets on 2D toy datasets in PyTorch

pytorch_resnet_cifar10

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

starter-academic