Champaign

Haohan Wang

Elite
@HaohanWang

Robust Machine Learning & Computational Biology

HFC. Implementation for the paper (CVPR Oral): High Frequency Component Helps Explain the Generalization of Convolutional Neural Networks

244

ImageNet-Sketch. ImageNet-Sketch data set for evaluating model's ability in learning (out-of-domain) semantics at ImageNet scale

235

Robustar. Interactive Toolbox for Robust Vision Classification

43

HEX. Example implementation for the paper: (ICLR Oral) Learning Robust Representations by Projecting Superficial Statistics Out

27

SelectAdditiveLearning. implementation for the paper "Select-Additive Learning: Improving Cross-individual Generalization in Multimodal Sentiment Analysis"

23

PAR_experiments. Learning Robust Global Representations by Penalizing Local Predictive Power (NeurIPS 2019))

18

PAR. Implementation of Patch-wise Adversarial Regularization from "Learning Robust Global Representations by Penalizing Local Predictive Power"

18

thePrecisionLasso. implementation for Precision Lasso: accounting for correlations and linear dependencies in high-dimensional genomic data

14

CF. Removing Confounding Factors Associated Weights in Deep Neural Networks Improves the Prediction Accuracy for Healthcare Applications

14

LMM-Python. A python linear mixed model package model for GWAS

13

HEX_experiments. For replication of the experiments in the paper Learning Robust Representations by Projecting Superficial Statistics Out

13

BioImaging. Data collection software for the paper Using EEG to Improve Massive Open Online Courses Feedback Interaction

10

DMM. Python

6

CMM. Coupled Mixed Model

5

ADSubtyping. Jupyter Notebook

3

KMM. Kernel Mixed Model

2

CS-LMM. Implementation for CS-LMM (Constrained Sparse multi-locus Linear Mixed Model)

2

PersonalWebsite. HTML

1

sLMMn. Python

1

MiceDataPreprocessing. Python

1

graphicalLasso. solution for PGM 17 HW2 Q2, PGM20, HW3 Q3

1

ATDataPreprocessing. Python

1

EEG_Basic. Java

1

ICURCoderHelper. Python

1

AlzheimerPreprocess. Python

1

GenAMapWebsite. Gate website for GenAMap

1

backProjection. Python

1

DeepGenerativeTransfer. Python

1

EmotionClassificationBatchEffect. Python

1

leetcode. My solutions to all the questions on leetcode till 2013

1

ADMM. Python

1

BrownClustering. This is a python implementation of Brown word clustering algorithm

1

MultiClientSocket. Socket examples for cpp client, java client, php client to connect with cpp server

1

HaohanWang.github.io. github io

1

ActiveLearningForP53. This is the code for our Active Learning Course Project

1

TaxiWaitingTimePrediction. This is a repository for big data project, predict the waiting time for a taxi in Beijing

1
36
Apply