icemansina
I am an assistant professor at CUHKSZ. My research is about 3D computer vision and AI guided interdisciplinary research.
The University of Hong KongHong Kong
Pinned Repositories
60_Days_RL_Challenge
Learn Deep Reinforcement Learning in Depth in 60 days
ACM-BCB
Transmembrane Topology Identification by Fusing Evolutionary and Co-evolutionary Information with Cascaded Bidirectional Transformers
CUHKSZ_DIP
gluon-tutorials-zh
《动手学深度学习》
IJCAI2016
This repository is for the replication of our published paper "Protein Secondary Structure Prediction Using Cascaded Convolutional and Recurrent Neural Networks" on IJCAI2016. Please consult and consider citing the following papers:
LayerNorm
Test LayerNorm for Lasagne
LSTM-CF
LSTM-CF: Unifying Context Modeling and Fusion with LSTMs for RGB-D Scene Labeling
mxnet-the-straight-dope
An interactive book on deep learning. Much easy, so MXNet. Wow.
protein-transformer
Predicting protein structure through sequence modeling
Semantic-Segmentation-Suite
Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!
icemansina's Repositories
icemansina/LayerNorm
Test LayerNorm for Lasagne
icemansina/apollocaffe
Apollocaffe - Dynamic networks with caffe -
icemansina/arctic-captions
caption images w/ visual attn
icemansina/asap
Amino-Acid Sequence Annotation Predictor
icemansina/awesome-rl
Reinforcement learning resources curated
icemansina/brainstorm
Fast, flexible and fun neural networks.
icemansina/caffe-lstm
LSTM implementation on Caffe
icemansina/caffe-segnet
Implementation of SegNet: A Deep Convolutional Encoder-Decoder Architecture for Semantic Pixel-Wise Labelling
icemansina/GY
icemansina/Lasagne
Lightweight library to build and train neural networks in Theano
icemansina/lasagne_residual_network
icemansina/lowrankcnn
Low-rank convolutional neural networks
icemansina/MXNet-Learning-Note
MXNet中文学习笔记
icemansina/neural-gpu
Theano implementation of the Neural GPU
icemansina/neural-storyteller
A recurrent neural network for generating little stories about images
icemansina/neural-turing-machines
Attempt at implementing system described in "Neural Turing Machines." by Graves, Alex, Greg Wayne, and Ivo Danihelka. (http://arxiv.org/abs/1410.5401)
icemansina/NLP_DL_Lecture_Note
icemansina/ntm-lasagne
Neural Turing Machines library in Theano with Lasagne
icemansina/ntm-one-shot
One-shot Learning with Memory-Augmented Neural Networks
icemansina/PtrNets
Pointer Networks
icemansina/pybrain
icemansina/Recipes
Lasagne recipes: examples, IPython notebooks, ...
icemansina/reseg
A Recurrent Neural Network for Object Segmentation
icemansina/rlntm
An implementation of the RL-NTM from http://arxiv.org/abs/1505.00521
icemansina/RocAlphaGo
An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.
icemansina/sklearn-theano
Scikit-learn compatible tools using theano
icemansina/SNN
icemansina/Stochastic_Depth
Code for "Deep Networks with Stochastic Depth"
icemansina/tensorflow
Open source software library for numerical computation using data flow graphs.
icemansina/tensorflow-wavenet
A TensorFlow implementation of DeepMind's WaveNet paper