zhegan27/sta-663-project-zhe-gan

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zhegan27/sta-663-project-zhe-gan

zhegan27

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STA 663 Computational Statistics

VILLA

Research Code for NeurIPS 2020 Spotlight paper "Large-Scale Adversarial Training for Vision-and-Language Representation Learning": UNITER adversarial training part

SCN_for_video_captioning

Using Semantic Compositional Networks for Video Captioning

Semantic_Compositional_Nets

The Theano code for the CVPR 2017 paper "Semantic Compositional Networks for Visual Captioning"

sentence_classification

sentence classification using CNN/LSTM/GRU

TSBN_code_NIPS2015

The Matlab Code and the Supplementary Material for the NIPS 2015 paper "Deep Temporal Sigmoid Belief Networks for Sequence Modeling"

ConvSent

The training code for the EMNLP 2017 paper "Learning Generic Sentence Representations Using Convolutional Neural Networks"

Bayesian_RNN

The code for the ACL 2017 paper "Scalable Bayesian Learning of Recurrent Neural Networks for Language Modeling"

LXMERT-AdvTrain

Research Code for NeurIPS 2020 Spotlight paper "Large-Scale Adversarial Training for Vision-and-Language Representation Learning": LXMERT adversarial training part

dpfa_icml2015

The Matlab Code for the ICML 2015 paper "Scalable Deep Poisson Factor Analysis for Topic Modeling"

dsbn_aistats2015

The Matlab Code for the AISTATS 2015 paper "Learning Deep Sigmoid Belief Network with Data Augmentation"

SBN_NVIL

Neural Variational Inference and Learning for Sigmoid Belief Network

Deep_Conflation_Model

The Theano code for the ICASSP 2017 paper "Character-level Deep Conflation for Business Data Analytics"

rnn_music

RNN training on the Polyphonic Music dataset