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Khuong Nguyen's Projects

pytorch-maml-rl icon pytorch-maml-rl

Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch

quantumforest icon quantumforest

Fast Differentiable Forest lib with the advantages of both decision trees and neural networks

rl-adventure icon rl-adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

rl-adventure-2 icon rl-adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

robust-e2e-asr icon robust-e2e-asr

This repository contains the code for our upcoming paper An Investigation of End-to-End Models for Robust Speech Recognition at ICASSP 2021.

sage icon sage

For calculating global feature importance using Shapley values.

self-attention-gan icon self-attention-gan

Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

sent2vec icon sent2vec

General purpose unsupervised sentence representations

simclr icon simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

simclr-1 icon simclr-1

A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"

skip-thoughts icon skip-thoughts

The first public PyTorch implementation of Skip-Thought Vectors

snmtf-fro icon snmtf-fro

This repository implememts the algorithm of the paper: Simplicial Nonnegative Matrix Tri-Factorization: Fast Guaranteed Parallel Algorithm

starspace icon starspace

Learning embeddings for classification, retrieval and ranking.

stylegan2-pytorch icon stylegan2-pytorch

Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch

supcontrast icon supcontrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

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