Projects in Awesome Lists tagged with transfer-learning

https://github.com/datawhalechina/leedl-tutorial

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

bert chatgpt cnn deep-learning diffusion gan leedl-tutorial machine-learning network-compression pruning reinforcement-learning rnn self-attention transfer-learning transformer tutorial

Last synced: 14 May 2025

https://github.com/jindongwang/transferlearning

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

deep-learning domain-adaptation domain-adaption domain-generalization few-shot few-shot-learning generalization machine-learning meta-learning paper papers representation-learning self-supervised-learning style-transfer survey theory transfer-learning transferlearning tutorial-code unsupervised-learning

Last synced: 20 Mar 2025

https://github.com/autogluon/autogluon

Fast and Accurate ML in 3 Lines of Code

autogluon automated-machine-learning automl computer-vision data-science deep-learning ensemble-learning forecasting gluon hyperparameter-optimization machine-learning natural-language-processing object-detection python pytorch scikit-learn structured-data tabular-data time-series transfer-learning

Last synced: 15 Jan 2026

https://github.com/awslabs/autogluon

Fast and Accurate ML in 3 Lines of Code

autogluon automated-machine-learning automl computer-vision data-science deep-learning ensemble-learning forecasting gluon hyperparameter-optimization machine-learning natural-language-processing object-detection python pytorch scikit-learn structured-data tabular-data time-series transfer-learning

Last synced: 05 Apr 2025

https://github.com/TJU-DRL-LAB/AI-Optimizer

The next generation deep reinforcement learning tookit

deep-learning reinforcement-learning transfer-learning

Last synced: 19 Jul 2025

https://github.com/thuml/transfer-learning-library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

adversarial-learning dann deep-learning domain-adaptation finetune image-translation out-of-distribution-generalization self-training semi-supervised-learning transfer-learning unsupervised-domain-adaptation

Last synced: 11 Dec 2025

https://github.com/ZhaoJ9014/face.evoLVe

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

artificial-intelligence computer-vision convolutional-neural-network data-augmentation deep-learning face-alignment face-detection face-landmark-detection face-recognition feature-extraction fine-tuning hard-negative-mining imbalanced-learning machine-learning model-training nus pytorch supervised-learning tencent transfer-learning

Last synced: 10 May 2025

https://github.com/zhaoj9014/face.evolve

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

artificial-intelligence computer-vision convolutional-neural-network data-augmentation deep-learning face-alignment face-detection face-landmark-detection face-recognition feature-extraction fine-tuning hard-negative-mining imbalanced-learning machine-learning model-training nus pytorch supervised-learning tencent transfer-learning

Last synced: 29 Apr 2025

https://github.com/tensorflow/hub

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

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

Last synced: 12 May 2025

https://github.com/tju-drl-lab/ai-optimizer

The next generation deep reinforcement learning tookit

deep-learning reinforcement-learning transfer-learning

Last synced: 14 May 2025

https://github.com/thuml/Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

adversarial-learning dann deep-learning domain-adaptation finetune image-translation out-of-distribution-generalization self-training semi-supervised-learning transfer-learning unsupervised-domain-adaptation

Last synced: 01 May 2025

https://github.com/jingyi0000/vlm_survey

Collection of AWESOME vision-language models for vision tasks

clip computer-vision deep-learning knowledge-distillation multi-modal-model survey transfer-learning vision-language-model

Last synced: 19 Feb 2026

https://github.com/curiousily/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 BER

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

Last synced: 15 May 2025

https://github.com/curiousily/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 BER

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

Last synced: 06 Apr 2025

https://github.com/brikerman/kashgari

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

bert bert-model gpt-2 machine-learning named-entity-recognition ner nlp nlp-framework seq2seq sequence-labeling text-classification text-labeling transfer-learning

Last synced: 09 Apr 2025

https://github.com/BrikerMan/Kashgari

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

bert bert-model gpt-2 machine-learning named-entity-recognition ner nlp nlp-framework seq2seq sequence-labeling text-classification text-labeling transfer-learning

Last synced: 27 Mar 2025

https://github.com/aistream-peelout/flow-forecast

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

anomaly-detection deep-learning deep-neural-networks forecasting hacktoberfest lstm pytorch state-of-the-art-models time-series time-series-analysis time-series-forecasting time-series-regression transfer-learning transformer

Last synced: 14 May 2025

https://github.com/AIStream-Peelout/flow-forecast

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

anomaly-detection deep-learning deep-neural-networks forecasting hacktoberfest lstm pytorch state-of-the-art-models time-series time-series-analysis time-series-forecasting time-series-regression transfer-learning transformer

Last synced: 01 Apr 2025

https://github.com/alibaba/easynlp

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

bert deep-learning fewshot-learning knowledge-distillation knowledge-pretraining machine-learning nlp pretrained-models pytorch text-classification text-image-retrieval text-to-image-synthesis transfer-learning transformers

Last synced: 29 Apr 2025

https://github.com/alibaba/EasyNLP

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

bert deep-learning fewshot-learning knowledge-distillation knowledge-pretraining machine-learning nlp pretrained-models pytorch text-classification text-image-retrieval text-to-image-synthesis transfer-learning transformers

Last synced: 18 Mar 2025

https://github.com/neuralmagic/sparseml

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

automl computer-vision-algorithms deep-learning-algorithms deep-learning-library deep-learning-models image-classification keras nlp object-detection onnx pruning pruning-algorithms pytorch smaller-models sparsification sparsification-recipes sparsity tensorflow transfer-learning

Last synced: 14 May 2025

https://github.com/jindongwang/MachineLearning

一些关于机器学习的学习资料与研究介绍

activity-recognition machine-learning transfer-learning

Last synced: 17 Apr 2025

https://github.com/deepset-ai/farm

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

bert deep-learning germanbert language-models ner nlp nlp-framework nlp-library pretrained-models pytorch question-answering roberta transfer-learning xlnet-pytorch

Last synced: 11 Apr 2025

https://github.com/huggingface/transfer-learning-conv-ai

🦄 State-of-the-Art Conversational AI with Transfer Learning

chatbots deep-learning dialog gpt gpt-2 neural-networks nlp pytorch transfer-learning

Last synced: 15 May 2025

https://github.com/deepset-ai/FARM

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

bert deep-learning germanbert language-models ner nlp nlp-framework nlp-library pretrained-models pytorch question-answering roberta transfer-learning xlnet-pytorch

Last synced: 03 Apr 2025

https://github.com/nyu-mll/jiant

jiant is an nlp toolkit

bert multitask-learning nlp sentence-representation transfer-learning transformers

Last synced: 14 May 2025

https://github.com/ialhashim/densedepth

High Quality Monocular Depth Estimation via Transfer Learning

deep-learning deep-neural-networks depth-estimation encoder-decoder-model keras-tensorflow python pytorch transfer-learning

Last synced: 15 May 2025

https://github.com/google-research/big_transfer

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

convolutional-neural-networks deep-learning imagenet jax pytorch tensorflow2 transfer-learning

Last synced: 15 May 2025

https://github.com/jina-ai/finetuner

:dart: Task-oriented embedding tuning for BERT, CLIP, etc.

bert few-shot-learning fine-tuning finetuning jina metric-learning negative-sampling neural-search openai-clip pretrained-models siamese-network similarity-learning transfer-learning triplet-loss

Last synced: 07 Oct 2025

https://github.com/explosion/spacy-transformers

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

bert google gpt-2 huggingface language-model machine-learning natural-language-processing natural-language-understanding nlp openai pytorch pytorch-model spacy spacy-extension spacy-pipeline transfer-learning xlnet

Last synced: 25 Apr 2025

https://github.com/hendrycks/test

Measuring Massive Multitask Language Understanding | ICLR 2021

few-shot-learning gpt-3 muti-task transfer-learning

Last synced: 16 May 2025

https://github.com/OPHoperHPO/image-background-remove-tool

✂️ Automated high-quality background removal framework for an image using neural networks. ✂️

background-removal background-removal-js basnet computer-vision deeplabv3 docker fastapi machine-learning matting python pytorch remove-background salient-object-detection segmentation torch transfer-learning trimap u2net

Last synced: 14 Mar 2025

https://github.com/ophoperhpo/image-background-remove-tool

✂️ Automated high-quality background removal framework for an image using neural networks. ✂️

background-removal background-removal-js basnet computer-vision deeplabv3 docker fastapi machine-learning matting python pytorch remove-background salient-object-detection segmentation torch transfer-learning trimap u2net

Last synced: 02 Oct 2025

https://github.com/clovaai/cutmix-pytorch

Official Pytorch implementation of CutMix regularizer

augmentation cutmix iccv2019 regularization transfer-learning

Last synced: 16 May 2025

https://github.com/clovaai/CutMix-PyTorch

Official Pytorch implementation of CutMix regularizer

augmentation cutmix iccv2019 regularization transfer-learning

Last synced: 02 May 2025

https://github.com/open-edge-platform/training_extensions

Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™

action-recognition anomaly-detection automl computer-vision datumaro deep-learning hyper-parameter-optimization image-classification image-segmentation incremental-learning machine-learning neural-networks-compression object-detection openvino pytorch quantization self-supervised-learning semi-supervised-learning transfer-learning

Last synced: 14 May 2025

https://github.com/openvinotoolkit/training_extensions

Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™

action-recognition anomaly-detection automl computer-vision datumaro deep-learning hyper-parameter-optimization image-classification image-segmentation incremental-learning machine-learning neural-networks-compression object-detection openvino pytorch quantization self-supervised-learning semi-supervised-learning transfer-learning

Last synced: 02 Apr 2025

https://github.com/serengil/tensorflow-101

TensorFlow 101: Introduction to Deep Learning

age-prediction autoencoders automl celebrity-recognition convolutional-neural-networks deep-learning deepface emotion-analysis face-recognition facenet facial-expression-recognition gender-prediction machine-learning neural-networks openface python style-transfer tensorflow transfer-learning vgg-face

Last synced: 14 May 2025

https://github.com/mlmed/torchxrayvision

TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.

chest-radiographs chest-xray chest-xray-images cxr cxr-images dataset deep-learning foundation-models image-classification machine-learning medical medical-ai medical-application medical-image-analysis medical-image-processing medical-imaging pytorch torchxrayvision transfer-learning

Last synced: 08 May 2025

https://github.com/brightmart/bert_language_understanding

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

attention-is-all-you-need bert-model document-classification fasttext language-model language-understanding nlp pre-training question-answering self-attention text-classification textcnn transfer-learning transformer-encoder

Last synced: 13 Apr 2025

https://github.com/dmitryryumin/iccv-2023-papers

ICCV 2023 Papers: Discover cutting-edge research from ICCV 2023, the leading computer vision conference. Stay updated on the latest in computer vision and deep learning, with code included. ⭐ support visual intelligence development!

3d-graphics 3d-reconstruction biometrics computer-vision datasets deep-learning explainable-ai face-recognition gesture-recognition iccv iccv2023 image-processing image-synthesis multimodal-learning pattern-recognition photogrammetry pose-estimation robotics transfer-learning video-synthesis

Last synced: 16 May 2025

https://github.com/HHTseng/video-classification

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

action-recognition cnn lstm pytorch-tutorial resnet rnn transfer-learning ucf101 video-classification

Last synced: 06 Apr 2025

https://github.com/deepdrive/deepdrive

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

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

Last synced: 17 Jan 2026

https://github.com/easezyc/deep-transfer-learning

A collection of implementations of deep domain adaptation algorithms

deep-transfer-learning domain-adaptation pytorch transfer-learning

Last synced: 06 May 2025

https://github.com/alibaba/EasyTransfer

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

bert knowledge-distillation nlp-applications transfer-learning

Last synced: 09 May 2025

https://github.com/alibaba/easytransfer

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

bert knowledge-distillation nlp-applications transfer-learning

Last synced: 14 Oct 2025

https://github.com/Separius/BERT-keras

Keras implementation of BERT with pre-trained weights

keras language-modeling nlp pretrained-models tensorflow theano transfer-learning transformer

Last synced: 02 Apr 2025

https://github.com/yaoyao-liu/meta-transfer-learning

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

few-shot-learning fewshot-cifar100 meta-learning mini-imagenet tiered-imagenet transfer-learning

Last synced: 12 Jun 2025

https://github.com/mrgiovanni/modelsgenesis

[MICCAI 2019 Young Scientist Award] [MEDIA 2020 Best Paper Award] Models Genesis

3d-model fine-tuning foundation-models pre-trained-model representation-learning self-supervised-learning transfer-learning

Last synced: 15 May 2025

https://github.com/primeqa/primeqa

The prime repository for state-of-the-art Multilingual Question Answering research and development.

ai bert dpr ibm ibm-research-ai language-model machine-learning natural-language-processing neural-information-retrieval neural-search nlp python pytorch question-answering semantic-search squad transfer-learning

Last synced: 14 May 2025

https://github.com/huggingface/naacl_transfer_learning_tutorial

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

naacl nlp transfer-learning tutorial

Last synced: 24 Oct 2025

https://github.com/clue-ai/promptclue

PromptCLUE, 全中文任务支持零样本学习模型

bert chinese few-shot-learning gpt-3 multitask-learning pretrained-models prompt-tuning roberta t5-model transfer-learning zero-shot-learning

Last synced: 04 Apr 2025

https://github.com/clue-ai/PromptCLUE

PromptCLUE, 全中文任务支持零样本学习模型

bert chinese few-shot-learning gpt-3 multitask-learning pretrained-models prompt-tuning roberta t5-model transfer-learning zero-shot-learning

Last synced: 09 May 2025

https://github.com/molecularai/reinvent4

AI molecular design tool for de novo design, scaffold hopping, R-group replacement, linker design and molecule optimization.

ai astrazeneca cheminformatics chemistry deep-learning denovo-design drug-design drug-discovery generative-ai ml molecule-generation neural-networks reinforcement-learning transfer-learning

Last synced: 16 Jan 2026

https://github.com/AntonMu/TrainYourOwnYOLO

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

annotating-images custom-yolo deep-learning deep-learning-tutorial detector google-colab gpu inference keras keras-models object-detection python tensorflow2 tf2 trainyourownyolo transfer-learning wandb weights-and-biases yolo yolov3

Last synced: 20 Apr 2025

https://github.com/changwookjun/nlp-paper

NLP Paper

bert deeplearning language-model meachinelearning nlp paper transfer-learning transformer

Last synced: 27 Jan 2026

https://github.com/achuthasubhash/Complete-Life-Cycle-of-a-Data-Science-Project

Complete-Life-Cycle-of-a-Data-Science-Project

analysis data-analysis data-science dataset deep-learning eda exploratory-data-analysis feature-engineering federated-learning machine-learning nlp-models python python-library pytorch reinforcement-learning scraper supervised-learning transfer-learning unsupervised-learning web-scraping

Last synced: 06 May 2025

https://github.com/mahmoodlab/HIPT

Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

computational-pathology cvpr cvpr2022 deep-learning hierarchical-attention-networks high-resolution histopathology pretrained-weights pytorch self-supervised-learning transfer-learning unsupervised-learning vision-transformer weakly-supervised-learning

Last synced: 06 May 2025

https://github.com/mahmoodlab/hipt

Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

computational-pathology cvpr cvpr2022 deep-learning hierarchical-attention-networks high-resolution histopathology pretrained-weights pytorch self-supervised-learning transfer-learning unsupervised-learning vision-transformer weakly-supervised-learning

Last synced: 04 Apr 2025

https://github.com/ViTAE-Transformer/ViTAE-Transformer-Remote-Sensing

A comprehensive list [SAMRS@NeurIPS'23, RVSA@TGRS'22, RSP@TGRS'22] of our research works related to remote sensing, including papers, codes, and citations. Note: The repo for [TGRS'22] "An Empirical Study of Remote Sensing Pretraining" has been moved to: https://github.com/ViTAE-Transformer/RSP

change-detection classification deep-learning object-detection remote-sensing self-supervised-learning semantic-segmentation transfer-learning vision-transformer

Last synced: 08 May 2025

https://github.com/vitae-transformer/vitae-transformer-remote-sensing

A comprehensive list [SAMRS@NeurIPS'23, RVSA@TGRS'22, RSP@TGRS'22] of our research works related to remote sensing, including papers, codes, and citations. Note: The repo for [TGRS'22] "An Empirical Study of Remote Sensing Pretraining" has been moved to: https://github.com/ViTAE-Transformer/RSP

change-detection classification deep-learning object-detection remote-sensing self-supervised-learning semantic-segmentation transfer-learning vision-transformer

Last synced: 25 Jan 2026

https://github.com/thuml/xlearn

Transfer Learning Library

deep-learning transfer-learning

Last synced: 20 Jun 2025

https://github.com/thuml/Xlearn

Transfer Learning Library

deep-learning transfer-learning

Last synced: 07 May 2025

https://github.com/pykale/pykale

Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!

computer-vision data-science deep-learning domain-adaptation graph-analysis knowledge-aware-learning machine-learning medical-image-analysis meta-learning multimodal multimodal-learning python pytorch transfer-learning

Last synced: 10 May 2026

https://github.com/clovaai/rexnet

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

deep-learning image-classification imagenet object-detection pretrained-model pytorch rexnet transfer-learning

Last synced: 05 Apr 2025

https://github.com/KevinMusgrave/powerful-benchmarker

A library for ML benchmarking. It's powerful.

benchmarking computer-vision deep-learning domain-adaptation machine-learning metric-learning pytorch transfer-learning

Last synced: 08 May 2025

https://github.com/tim-learn/SHOT

code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"

domain-adaptation icml-2020 multi-source-domain-adaptation partial-set-domain-adaptation pseudo-labeling source-free-domain-adaptation source-hypothesis-transfer transfer-learning

Last synced: 08 May 2025

https://github.com/kevinmusgrave/powerful-benchmarker

A library for ML benchmarking. It's powerful.

benchmarking computer-vision deep-learning domain-adaptation machine-learning metric-learning pytorch transfer-learning

Last synced: 17 Nov 2025

https://github.com/omerbsezer/fast-pytorch

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

cnn cnn-pytorch colab-notebook colab-tutorial colaboratory computer-vision deep-learning machine-learning mlp python pytorch pytorch-implementation pytorch-tutorial rnn rnn-pytorch transfer-learning

Last synced: 01 Oct 2025

https://github.com/ankonzoid/artificio

Deep Learning Computer Vision Algorithms for Real-World Use

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

Last synced: 08 May 2025

https://github.com/ai-forever/ner-bert

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

atis attention bert bert-model bilstm-crf classification conll-2003 elmo factrueval joint-models ner ner-task nlp nmt python python3 pytorch pytorch-model transfer-learning

Last synced: 06 Apr 2025

https://github.com/dctian/DeepPiCar

Deep Learning Autonomous Car based on Raspberry Pi, SunFounder PiCar-V Kit, TensorFlow, and Google's EdgeTPU Co-Processor

artificial-intelligence autonomous-vehicles colab-notebook computer-vision convolutional-neural-networks deep-learning edgetpu end-to-end-machine-learning nvidia opencv picar python raspberry-pi sunfounder tensorflow tensorflow-tutorials transfer-learning

Last synced: 05 May 2025

https://github.com/dctian/deeppicar

Deep Learning Autonomous Car based on Raspberry Pi, SunFounder PiCar-V Kit, TensorFlow, and Google's EdgeTPU Co-Processor

artificial-intelligence autonomous-vehicles colab-notebook computer-vision convolutional-neural-networks deep-learning edgetpu end-to-end-machine-learning nvidia opencv picar python raspberry-pi sunfounder tensorflow tensorflow-tutorials transfer-learning

Last synced: 05 Apr 2025

https://github.com/santhoshkolloju/Abstractive-Summarization-With-Transfer-Learning

Abstractive summarisation using Bert as encoder and Transformer Decoder

abstractive-summarization abstractive-text-summarization bert bert-model nlg nlp summarization transfer-learning transformer

Last synced: 02 Apr 2025

https://github.com/vitae-transformer/remote-sensing-rvsa

The official repo for [TGRS'22] "Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model"

deep-learning foundation-model foundation-models object-detection pytorch remote-sensing remote-sensing-foundation-model scene-classification self-supervised-learning semantic-segmentation transfer-learning vision-transformer

Last synced: 05 Apr 2025

https://github.com/layumi/seg-uncertainty

IJCAI2020 & IJCV2021 :city_sunrise: Unsupervised Scene Adaptation with Memory Regularization in vivo

cityscapes domain-adaptation domainadaptation gta5 ijcai ijcai2020 ijcv mrnet pytorch pytorch-implementation robotcar self-driving-car semantic-segmentation synthia transfer-learning

Last synced: 05 Apr 2025

https://github.com/hfawaz/bigdata18

Transfer learning for time series classification

deep-learning deep-neural-networks dtw dynamic-time-warping research-paper time-series-analysis time-series-classification transfer-learning

Last synced: 24 Aug 2025

https://github.com/mit-han-lab/offsite-tuning

Offsite-Tuning: Transfer Learning without Full Model

deep-learning transfer-learning

Last synced: 07 Oct 2025

https://github.com/emadeldeen24/TS-TCC

[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"

contextual contrastive-learning deep-learning eeg epilepsy epileptic-seizures fault-diagnosis human-activity-recognition machine-learning representation-learning sleep-stage-classification temporal time-series transfer-learning unsupervised-learning

Last synced: 21 Jul 2025

https://github.com/mratsim/amazon-forest-computer-vision

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

computer-vision data-augmentation deep-learning kaggle kaggle-competition keras neural-network-example neural-networks pytorch transfer-learning

Last synced: 07 Apr 2025

https://github.com/kevinmusgrave/pytorch-adapt

Domain adaptation made easy. Fully featured, modular, and customizable.

computer-vision deep-learning domain-adaptation machine-learning pytorch transfer-learning

Last synced: 04 Apr 2025

https://github.com/mratsim/Amazon-Forest-Computer-Vision

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

computer-vision data-augmentation deep-learning kaggle kaggle-competition keras neural-network-example neural-networks pytorch transfer-learning

Last synced: 08 May 2025

https://github.com/neuralmagic/sparsezoo

Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes

computer-vision deep-learning-algorithms deep-learning-models mobilenet models-optimized nlp object-detection-model pretrained-models pruning quantization resnet smaller-models sparse-quantized-models sparsification-recipe transfer-learning yolo

Last synced: 16 May 2025

https://github.com/KevinMusgrave/pytorch-adapt

Domain adaptation made easy. Fully featured, modular, and customizable.

computer-vision deep-learning domain-adaptation machine-learning pytorch transfer-learning

Last synced: 05 Apr 2025

https://github.com/MolecularAI/Reinvent

astrazeneca cheminformatics denovo-design neural-networks reinforcement-learning transfer-learning

Last synced: 09 May 2025

https://github.com/adapt-python/adapt

Awesome Domain Adaptation Python Toolbox

adversarial-learning adversarial-networks dann deep-learning domain-adaptation feature-selection few-shot-learning generalization importance-sampling machine-learning python regularization-parameters scikit-learn tensorflow transfer-learning zero-shot-learning

Last synced: 15 May 2025

https://github.com/clovaai/assembled-cnn

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

computer-vision convolutional-neural-networks deep-learning food-101 image-classification imagenet inference-throughput mce robustness tensorflow transfer-learning

Last synced: 01 Aug 2025

https://github.com/mrgiovanni/suprem

[ICLR 2024 Oral] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)

dataset medical-imaging pre-trained-model segmentation transfer-learning

Last synced: 11 Apr 2025

https://github.com/accel-brain/accel-brain-code

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.

auto-encoder automatic-summarization combinatorial-optimization deep-learning deep-q-network deep-reinforcement-learning energy-based-model generative-adversarial-network lstm multi-agent-reinforcement-learning q-learning quantum-annealing quantum-monte-carlo reinforcement-learning restricted-boltzmann-machine self-supervised-learning semi-supervised-learning simulated-annealing transfer-learning