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Tsingzao's Projects

adversarial-autoencoder-1 icon adversarial-autoencoder-1

A Lasagne and Theano implementation of the paper Alireza Makhzani, Jonathon Shlens, Navdeep Jaitly, and Ian Goodfellow.

adversarial_video_generation icon adversarial_video_generation

A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.

alstms icon alstms

Codes for paper of "Attention-based LSTM with Semantic Consistency for Videos Captioning "

awesome-pytorch-list icon awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

axial-attention icon axial-attention

Implementation of Axial attention - attending to multi-dimensional data efficiently

banet icon banet

Pytorch implementation of Hierarchical Boundary-Aware Neural Encoder for Video Captioning. The C3D part is implemented but not work well.

basicsr icon basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, etc. Also support StyleGAN2, DFDNet.

c3d icon c3d

C3D is a modified version of BVLC caffe to support 3D ConvNets.

convlstm icon convlstm

Spatio-temporal video autoencoder with convolutional LSTMs

cst_captioning icon cst_captioning

PyTorch Implementation of Consensus-based Sequence Training for Video Captioning

dann icon dann

pytorch implementation of Domain-Adversarial Training of Neural Networks

darts icon darts

A python library for easy manipulation and forecasting of time series.

data_assimilation icon data_assimilation

MSc Research project (6 months). Data Assimilation using Deep Learning (AEs). Imperial College Machine Learning MSc 2018-19

datasets icon datasets

Datasets for deep learning with satellite & aerial imagery

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