L0SG
Research scientist @NVIDIA working on deep generative models for sequences, with a particular focus on speech and audio. Personal account.
NVIDIASeoul, Korea
Pinned Repositories
FloWaveNet
A Pytorch implementation of "FloWaveNet: A Generative Flow for Raw Audio"
feedback-alignment-pytorch
Implementation of feedback alignment learning in PyTorch
grouped-ssd-pytorch
PyTorch implementation of Grouped SSD (GSSD) and GSSD++ for focal liver lesion detection from multi-phase CT images (MICCAI 2018, IEEE TETCI 2021)
NanoFlow
PyTorch implementation of the paper "NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity." (NeurIPS 2020)
relational-rnn-pytorch
An implementation of DeepMind's Relational Recurrent Neural Networks (NeurIPS 2018) in PyTorch.
seqgan-music
Implementation of a paper "Polyphonic Music Generation with Sequence Generative Adversarial Networks" in TensorFlow
shoes_classification
Simple shoes classification with ResNet50 in Keras for Deepest Hackaton Challenge
WaveFlow
A PyTorch implementation of "WaveFlow: A Compact Flow-based Model for Raw Audio" (ICML 2020)
NeuralSpeech
L0SG's Repositories
L0SG/relational-rnn-pytorch
An implementation of DeepMind's Relational Recurrent Neural Networks (NeurIPS 2018) in PyTorch.
L0SG/WaveFlow
A PyTorch implementation of "WaveFlow: A Compact Flow-based Model for Raw Audio" (ICML 2020)
L0SG/NanoFlow
PyTorch implementation of the paper "NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity." (NeurIPS 2020)
L0SG/grouped-ssd-pytorch
PyTorch implementation of Grouped SSD (GSSD) and GSSD++ for focal liver lesion detection from multi-phase CT images (MICCAI 2018, IEEE TETCI 2021)
L0SG/feedback-alignment-pytorch
Implementation of feedback alignment learning in PyTorch
L0SG/seqgan-music
Implementation of a paper "Polyphonic Music Generation with Sequence Generative Adversarial Networks" in TensorFlow
L0SG/shoes_classification
Simple shoes classification with ResNet50 in Keras for Deepest Hackaton Challenge
L0SG/Pedestrian_Detection
Pedestrian detection with convolutional neural networks
L0SG/deepest-review-challenge
The most outlandish Deepest hackathon challenge ever!
L0SG/L0SG.github.io
L0SG/WPI_2
Weekly Paper Implementation Team
L0SG/Cascaded-FCN
Source code for the MICCAI 2016 Paper "Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional NeuralNetworks and 3D Conditional Random Fields"
L0SG/DDPG-Keras-AD
Fork of DDPG-Keras-Torcs for time-series anomaly detection
L0SG/DDPG_NIDS
L0SG/deepest-debug-challenge
Quiz code of debugging a badly-implemented neural networks
L0SG/miRNA_Project
miRNA Discovery Project : simple, easy-to-use, rule-based miRNA candidate discovery with multithread acceleration
L0SG/ML_Project
Term project code for ML class
L0SG/NeMo
NeMo: a toolkit for conversational AI
L0SG/NIDS_LSTM
init
L0SG/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
L0SG/pytorch-semseg
Semantic Segmentation Architectures Implemented in PyTorch
L0SG/WPI2_RNN