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bayesian_rnn

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

convsent

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

deep_conflation_model

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

detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

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"

lxmert-advtrain

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

rnn_music

RNN training on the Polyphonic Music dataset

sbn_nvil

Neural Variational Inference and Learning for Sigmoid Belief Network

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

sta-663-project-zhe-gan

STA 663 Computational Statistics

sta663-2015

Course materials for STA663

tsbn_code_nips2015

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

villa

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

zhegan27.github.io