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ZhibinDuan's Projects

cpgbn icon cpgbn

The demo for "Convolutional Poisson Gamma Belief Network" published in ICML2019

dectm icon dectm

Code for Discovering Topics in Long-tailed Corpora with Causal Intervention (ACL findings2021)

enslm icon enslm

The demo for "EnsLM: Ensemble Language Model for Data Diversity by Semantic Clustering" in ACL 2021

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

neural-processes icon neural-processes

Pytorch implementation of Neural Processes for functions and images :fireworks:

octis icon octis

OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

sawetm icon sawetm

The demo for "Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network" in ICML 2021

stopwords icon stopwords

Default English stopword lists from many different sources

topicnet icon topicnet

The demo for "TopicNet: Semantic Graph-Guaided Topic Discovery" in NeurIPS 2021

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