zhaobin-li Goto Github PK

aubio

a library for audio and music analysis

automated-essay-grading

Computational Models of Cognition, Automated Essay Grading using Latent Semantic Analysis, by ZhaoBin Li and Owen Szafran

awesome-computational-neuroscience

A list of schools and researchers in computational neuroscience

banditsfairnessconf2020_revised

bayes_logistic

Bayesian Logistic Regression using Laplace approximations to the posterior.

bayesian-neural-networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace and more

connect4

Intro to Computer Science, Connect 4 AI player, by ZhaoBin Li and Erik Carlson

contextual-adversarial-patches

Official Repository for the CVPR 2020 AdvML Workshop paper "Role of Spatial Context in Adversarial Robustness for Object Detection"

course-content

NMA Computational Neuroscience course

dataviz

A book covering the fundamentals of data visualization

deep_lip_reading

Code and models for evaluating a state-of-the-art lip reading network

dissertation

Third year mathematics dissertation on variational, laplace and mcmc approximations of bayesian logistic regression

dlbook_notation

LaTeX files for the Deep Learning book notation

dropoutuncertaintyexps

Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning"

earshot

jspsych

Create behavioral experiments in a browser using JavaScript

lasagne

lip-reading-deeplearning

:unlock: Lip Reading - Cross Audio-Visual Recognition using 3D Architectures

lipnet

Keras implementation of 'LipNet: End-to-End Sentence-level Lipreading'

master-template

Template and style files for ICLR

mmdetection

OpenMMLab Detection Toolbox and Benchmark

murphy-bayes-log-reg

natural-adv-examples

A Harder ImageNet Test Set

pgd-pytorch

A pytorch implementation of "Towards Deep Learning Models Resistant to Adversarial Attacks"

pytorch-yolov3

Minimal PyTorch implementation of YOLOv3

rise

Detect model's attention

sklearn-bayes

Python package for Bayesian Machine Learning with scikit-learn API

speech-to-text-wavenet

Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow

statsmodels

Statsmodels: statistical modeling and econometrics in Python

trojai

A repository to quickly generate synthetic data and associated trojaned deep learning models