Shao-Hua Sun (@shaohua0116)
github

shaohua0116

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  • Stars
    star
    2,355
  • Global Rank 12,419 (Top 0.5 %)
  • Followers 561
  • Following 10
  • Registered over 11 years ago
  • Most used languages
    Python
         66.7 %
    Jupyter Notebook
         33.3 %
  • Location 🇹🇼 Taiwan
  • Country Total Rank 73
  • Country Ranking
    Jupyter Notebook
         5
    Python
         27

Top repositories

1

ICLR2020-OpenReviewData

Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.
Jupyter Notebook
453
star
2

ICLR2019-OpenReviewData

Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.
Jupyter Notebook
390
star
3

Activation-Visualization-Histogram

Compare SELUs (scaled exponential linear units) with other activations on MNIST, CIFAR10, etc.
Python
381
star
4

Group-Normalization-Tensorflow

A TensorFlow implementation of Group Normalization on the task of image classification
Python
207
star
5

Multiview2Novelview

An official TensorFlow implementation of "Multi-view to Novel view: Synthesizing novel views with Self-Learned Confidence" (ECCV 2018) by Shao-Hua Sun, Minyoung Huh, Yuan-Hong Liao, Ning Zhang, and Joseph J. Lim
Python
199
star
6

awesome-program

A curated list of papers related to program synthesis, program induction, program execution, program and code repair, and programmatic reinforcement learning.
130
star
7

MMAML-Classification

An official PyTorch implementation of “Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation” (NeurIPS 2019) by Risto Vuorio*, Shao-Hua Sun*, Hexiang Hu, and Joseph J. Lim
Jupyter Notebook
130
star
8

VAE-Tensorflow

A Tensorflow implementation of a Variational Autoencoder for the deep learning course at the University of Southern California (USC).
Jupyter Notebook
126
star
9

demo2program

An official TensorFlow implementation of "Neural Program Synthesis from Diverse Demonstration Videos" (ICML 2018) by Shao-Hua Sun, Hyeonwoo Noh, Sriram Somasundaram, and Joseph J. Lim
Python
101
star
10

MultiDigitMNIST

Combine multiple MNIST digits to create datasets with 100/1000 classes for few-shot learning/meta-learning
Python
80
star
11

DCGAN-Tensorflow

A Tensorflow implementation of Deep Convolutional Generative Adversarial Networks trained on Fashion-MNIST, CIFAR-10, etc.
Python
71
star
12

NovelViewSynthesis-TensorFlow

A TensorFlow implementation of a simple Novel View Synthesis model on ShapeNet (cars and chairs), KITTI, and Synthia.
Python
47
star
13

WGAN-GP-TensorFlow

TensorFlow implementations of Wasserstein GAN with Gradient Penalty (WGAN-GP), Least Squares GAN (LSGAN), GANs with the hinge loss.
Python
44
star