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adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

awesome-knowledge-distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2020)。

blockchain-course-knowledge-repository

This repo is the part of course documents and project assigned in Blockchain course (109.2【工管系】IM6313701 區塊鏈理論與實務 Theory and Practice of Blockchain), Taiwan Tech.

btda

implement for paper Rethinking Domain Adaptation Blending target Domain Adaptation by Adversarial Meta Adaptation Network

classifying-facial-attributes-and-accessories-with-lenet.tensorflow

Classifying Facial Attributes and Accessories with LeNet base on TensorFlow 2.0 framework (NOOB project)

computer-vision-gan-vae-course

This repo is the part of exercise in 109.2 ME5617702 Computer Vision for Home Security and Application, Taiwan Tech.

data-efficient-model-compression

Data Efficient Model Compression

deep-unsupervised-domain-adaptation

Pytorch implementation of four neural network based domain adaptation techniques: DeepCORAL, DDC, CDAN and CDAN+E. Evaluated on benchmark dataset Office31.

digital-surveillance-system

This repo is the part of exercise in 109.1【機械系】ME5617701 數位監控系統與應用 Digital Surveillance Systems and Application, Taiwan Tech.

kd_lib

A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.

learning-to-reweight-examples-for-robust-deep-learning-with-pytorch-higher

An implementation of the paper "Learning to Reweight Examples for Robust Deep Learning" from ICML 2018 with PyTorch and Higher.

machine-learning

machine-learning-collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

mirrorgan

Pytorch implementation of MirrorGAN

pcs-fuda

Official implementation of PCS in essay "Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation"

pjirayu

Config files for my GitHub profile.

powermeter

IIoT class : hands-om #1 (WeMos with Blynk platform)

pytorch-domain-adaptation

A collection of implementations of adversarial domain adaptation algorithms

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-meta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

pytorch_dan

An implementation of Deep Adaptation Network with pytorch

resnext-densenet

PyTorch Implementation for ResNet, Pre-Activation ResNet, ResNeXt and DenseNet

shortcut_cmd

Library package for installing first time.

simpletransformers

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

softtriple

PyTorch Implementation for SoftTriple Loss

stos

Official implementation of STOS in an original article "High-intensified resemblance & Statistic-Restructured Alignment in Few-Shot DA for Industrial-Specialized Employment"

teacher-free-knowledge-distillation

Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

tutorials

PyTorch tutorials.