Shao-Hua Sun
Shao-Hua Sun
ICLR2020-OpenReviewData
Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.
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 Jo...
Activation-Visualization-Histogram
Compare SELUs (scaled exponential linear units) with other activations on MNIST, CIFAR10, etc.
awesome-program
A curated list of papers related to program synthesis, program induction, program execution, program and code repair, and programmatic reinforcement learning.
Group-Normalization-Tensorflow
A TensorFlow implementation of Group Normalization on the task of image classification
ICLR2019-OpenReviewData
Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.
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
DCGAN-Tensorflow
A Tensorflow implementation of Deep Convolutional Generative Adversarial Networks trained on Fashion-MNIST, CIFAR-10, etc.