Huang-Cheng Chou's repositories
bottleneck
Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"
calibrated-quantile-uq
Training quantile models
CMU-MultimodalSDK
CMU MultimodalSDK is a machine learning platform for development of advanced multimodal models as well as easily accessing and processing multimodal datasets.
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
Few_Shot_Distribution_Calibration
[ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration
graph_neural_net
Expressive Power of Invariant and Equivaraint Graph Neural Networks (ICLR 2021)
L3Net
Graph Convolution with Low-rank Learnable Local Filters (ICLR 2021)
labelshiftexperiments
Label shift experiments
MAVEN-dataset
Source code and dataset for EMNLP 2020 paper "MAVEN: A Massive General Domain Event Detection Dataset".
ML-GCN
PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.
multilingual
Automatically Identifying Language Family from Acoustic Examples in Low Resource Scenarios
OpenCC
Conversion between Traditional and Simplified Chinese
Self-Supervised-Speech-Pretraining-and-Representation-Learning
Official implementation of the S3PRL toolkit: self-supervised pre-training of Mockingjay, TERA, AALBERT, APC, and more to come. With easy-to-use standard downstream evaluation scripts including phone classification, speaker recognition, and ASR. (All in Pytorch)
SkipConvNet
Speech Dereverberation using Fully Convolutional Networks
stocksight
Stock market analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis
wavenet_autoencoders
WaveNet auto-ancoders for ZeroSpeech challenge 2020