zifanw

boundary

Implementation of Boundary Attributions for Normal (Vector) Explanations

smoothed_geometry

Implementation of SSR and Uniform Gradient

ConvexHull2D

A python convex hull implementation

interpretation

Implementation of the paper https://arxiv.org/abs/2002.07985

tnn

Group Project for CMU 18847 Spring

frequency_explain

10708 Group Project 2020 Spring

consistency

Implementation of Consistent Counterfactuals for Deep Model

FaceDecision

CMU 2019 Spring 18-859 Group Project

SimpleHOG

Python implementation of hog

Total-Style-Transfer

zifanw.github.io

Welcome to My Personal Page

academic-kickstart

cmu-ece-thesis-template

CNN-on-Caltech256

Trained model on Caltech 256

gloro

Library for training globally-robust neural networks.

hw2p2-fall18

keras-applications

Reference implementations of popular deep learning models.

keras_model

liresnet

Listen-Attend-and-Spell-Pytorch

Listen Attend and Spell (LAS) implement in pytorch

minimal

Minimal is a Jekyll theme for GitHub Pages

netron

Visualizer for deep learning and machine learning models

pytorch-vgg-cifar10

This is the PyTorch implementation of VGG network trained on CIFAR10 dataset

pytorchtutorial

sailcolubrid.github.io

sokcertifiedrobustness.github.io

Keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on popular datasets

stanford-cs-230-deep-learning

VIP cheatsheets for Stanford's CS 230 Deep Learning

tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

thesis

vgg-explain