Shao-Hua Sun

ICLR2020-OpenReviewData. Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.

ICLR2019-OpenReviewData. Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.

Activation-Visualization-Histogram. Compare SELUs (scaled exponential linear units) with other activations on MNIST, CIFAR10, etc.

Group-Normalization-Tensorflow. A TensorFlow implementation of Group Normalization on the task of image classification

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

awesome-program. A curated list of papers related to program synthesis, program induction, program execution, program and code repair, and programmatic reinforcement learning.

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

VAE-Tensorflow. A Tensorflow implementation of a Variational Autoencoder for the deep learning course at the University of Southern California (USC).

MultiDigitMNIST. Combine multiple MNIST digits to create datasets with 100/1000 classes for few-shot learning/meta-learning

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

DCGAN-Tensorflow. A Tensorflow implementation of Deep Convolutional Generative Adversarial Networks trained on Fashion-MNIST, CIFAR-10, etc.

NovelViewSynthesis-TensorFlow. A TensorFlow implementation of a simple Novel View Synthesis model on ShapeNet (cars and chairs), KITTI, and Synthia.

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

shaohua0116.github.io. Shao-Hua Sun's homepage