This repository stores the files used for my summer internship's work on "teacher-student learning", an experimental method for training deep neural networks using a trained teacher model.

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jupyter-notebook neural-network ai convolutional-neural-networks neural-networks caffe transfer-learning

Densedepth

High Quality Monocular Depth Estimation via Transfer Learning

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python jupyter-notebook deep-learning pytorch deep-neural-networks transfer-learning keras-tensorflow

Seismic Transfer Learning

Deep-learning seismic facies on state-of-the-art CNN architectures

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jupyter-notebook deep-learning machine-learning transfer-learning vgg16

Gradfeat20

Gradients as Features for Deep Representation Learning

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python deep-learning transfer-learning representation-learning

Transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

Bert language understanding

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

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python nlp text-classification transfer-learning question-answering language-model fasttext attention-is-all-you-need

Deepfakes video classification

Deepfakes Video classification via CNN, LSTM, C3D and triplets

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python deep-learning keras cnn rnn transfer-learning

Spacy Transformers

🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy

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python machine-learning pytorch nlp natural-language-processing google transfer-learning language-model natural-language-understanding spacy

Skin Cancer Image Classification

Skin cancer classification using Inceptionv3

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jupyter-notebook deep-learning keras convolutional-neural-networks classification transfer-learning

Bert Keras

Keras implementation of BERT with pre-trained weights

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python tensorflow nlp keras transformer transfer-learning pretrained-models theano

Cutmix Pytorch

Official Pytorch implementation of CutMix regularizer

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python transfer-learning augmentation

Getting Things Done With Pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

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jupyter-notebook deep-learning machine-learning pytorch computer-vision nlp tutorial object-detection lstm time-series face-detection transformer face-recognition sentiment-analysis yolo transfer-learning anomaly-detection

Naacl transfer learning tutorial

Repository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USA

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python nlp tutorial transfer-learning

Transfer Learning Library

Transfer-Learning-Library

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python deep-learning benchmark transfer-learning domain-adaptation

Tensorflow 101

TensorFlow 101: Introduction to Deep Learning for Python Within TensorFlow

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python jupyter-notebook deep-learning machine-learning tensorflow convolutional-neural-networks neural-networks face-recognition transfer-learning automl style-transfer

Awesome Federated Learning

Federated Learning Library: https://fedml.ai

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machine-learning computer-vision privacy transfer-learning neural-architecture-search semi-supervised-learning interpretability

Deepdrive

Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving

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python deep-learning tensorflow reinforcement-learning simulation deep-reinforcement-learning transfer-learning control vision self-driving-car unreal-engine gym competition

Awesome Bert Nlp

A curated list of NLP resources focused on BERT, attention mechanism, Transformer networks, and transfer learning.

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awesome-list nlp natural-language-processing neural-networks transformer attention-mechanism transfer-learning language-model

Easytransfer

EasyTransfer is designed to make the development of transfer learning in NLP applications easier.

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python transfer-learning

Video Classification

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

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jupyter-notebook cnn lstm rnn transfer-learning resnet action-recognition pytorch-tutorial

Nlp Paper

NLP Paper

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nlp deeplearning paper transformer transfer-learning language-model

Meta Transfer Learning

TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)

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python transfer-learning meta-learning

Modelsgenesis

Official Keras & PyTorch Implementation and Pre-trained Models for Models Genesis - MICCAI 2019

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jupyter-notebook transfer-learning representation-learning

Xlearn

Transfer Learning Library

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jupyter-notebook deep-learning transfer-learning

Trainyourownyolo

Train a state-of-the-art yolov3 object detector from scratch!

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python jupyter-notebook deep-learning keras object-detection gpu yolo transfer-learning yolov3 inference deep-learning-tutorial detector keras-models

Flow Forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

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python deep-learning pytorch deep-neural-networks lstm time-series transformer transfer-learning forecasting

Multitask Learning

Awesome Multitask Learning Resources

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deep-learning machine-learning transfer-learning domain-adaptation meta-learning

Abstractive Summarization With Transfer Learning

Abstractive summarisation using Bert as encoder and Transformer Decoder

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python nlp transformer transfer-learning summarization nlg

Amazon Forest Computer Vision

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

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jupyter-notebook deep-learning pytorch computer-vision keras neural-networks transfer-learning kaggle data-augmentation kaggle-competition

Fast Pytorch

Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes

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python jupyter-notebook deep-learning machine-learning pytorch computer-vision cnn rnn transfer-learning pytorch-tutorial

Ner Bert

BERT-NER (nert-bert) with google bert https://github.com/google-research.

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python python3 jupyter-notebook pytorch nlp classification transfer-learning attention ner nmt

Rexnet

Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models

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python deep-learning pytorch object-detection image-classification transfer-learning imagenet

Artificio

Deep Learning Computer Vision Algorithms for Real-World Use

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python deep-learning machine-learning computer-vision data-science artificial-intelligence image-processing ai convolutional-neural-networks neural-networks image-classification recommender-system transfer-learning image-retrieval image-recognition applications

Assembled Cnn

Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"

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python deep-learning tensorflow computer-vision convolutional-neural-networks image-classification transfer-learning imagenet

Xvision

Chest Xray image analysis using Deep learning !

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python deep-learning tensorflow computer-vision transfer-learning medical-imaging

Pytorch Nlp Notebooks

Learn how to use PyTorch to solve some common NLP problems with deep learning.

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jupyter-notebook deep-learning pytorch nlp transfer-learning pytorch-tutorial

Autogluon

AutoGluon: AutoML for Text, Image, and Tabular Data

Transfer Nlp

NLP library designed for reproducible experimentation management

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python pytorch framework nlp transfer-learning language-model playground natural-language-understanding

He4o

和（he for objective-c） —— “信息熵减机系统”

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machine-learning neural-network artificial-intelligence reinforcement-learning unsupervised-learning transfer-learning agi

Bigdata18

Transfer learning for time series classification

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python deep-learning deep-neural-networks transfer-learning time-series-analysis

L2c

Learning to Cluster. A deep clustering strategy.

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python deep-learning artificial-intelligence deep-neural-networks clustering unsupervised-learning transfer-learning artificial-neural-networks semi-supervised-learning supervised-learning

Hub

A library for transfer learning by reusing parts of TensorFlow models.

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python Starlark shell machine-learning tensorflow ml image-classification transfer-learning embeddings

AITQA

resources for the IBM Airlines Table-Question-Answering Benchmark

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dataset transformer transfer-learning rci sota tableqa table-qa complex-tables

SIGIR2021 Conure

One Person, One Model, One World: Learning Continual User Representation without Forgetting

minutes

🔭 Speaker diarization via transfer learning

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python machine-learning library speech transfer-learning ubc speaker-diarization

SHOT-plus

code for our TPAMI 2021 paper "Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer"

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python shell semi-supervised-learning transfer-learning domain-adaptation self-supervised-learning multi-source-domain-adaptation semi-supervised-domain-adaptation tpami black-box-method partial-set-domain-adaptation

Deep-Learning

It contains the coursework and the practice I have done while learning Deep Learning.🚀 👨‍💻💥 🚩🌈

Meta-Fine-Tuning

[CVPR 2020 VL3] The repository for meta fine-tuning in cross-domain few-shot learning.

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python shell computer-vision deep-learning transfer-learning cvpr few-shot-learning gnn cvpr2020 meta-fine-tuning meta-learning-algorithm

Filipino-Text-Benchmarks

Open-source benchmark datasets and pretrained transformer models in the Filipino language.

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python benchmark deep-learning text-classification corpus transformer transfer-learning tagalog bert filipino electra nli low-resource-languages tagalog-transformers electra-models

ML-Research-Made-Easy

Link of ML papers to their blogs/ supplementary material

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nlp machine-learning reinforcement-learning deep-learning vision transfer-learning

revolver

REVOLVER - Repeated Evolution in Cancer

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r CSS javascript clustering phylogenetic-trees cancer-genomics transfer-learning cancer-evolution

61-120 of 217 transfer-learning projects

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