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adersarial

backdoorbox

basic_classifier

Personalize basic image classifier

cl

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

cs_hw

dcgan

Basic DCGAN

ddpm

This repository is the implementation of Deep Dirichlet Process Mixture Models (UAI 2022)

deepcluster

Deep Clustering for Unsupervised Learning of Visual Features

defense_with_style

dgpg

Code for paper Stochastic Deep Gaussian Processes over Graphs

dgpg-journal

dgpg-mlj

dialog_generator

code of the dialog generator

document

Documents for drafted papers or research notes.

dstc2

Code for DSTC2

edsr-pytorch

PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

g4p

Code for the paper Portfolio Selection with Graph-aware Gaussian Process Regression

gan-metrics

An empirical study on evaluation metrics of generative adversarial networks.

gpgene

GPGene: Inferring Gene Regulatory Networks with Stochastic Variational Gaussian Processes

gpgene-tcbb

code and results for a TCBB paper submission

gpportfolio

hats

HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction

hgpr-icassp

code and results for a ICASSP21 paper submission

idc

iTime Data Collecting Project

it

itime_learning

learning to rank for itime

kinetics-i3d

Convolutional neural network model for video classification trained on the Kinetics dataset.

lab

Exercise & Experiments