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40 search results found

Tf Dann ⭐ 580

Domain-Adversarial Neural Network in Tensorflow

Powerful Benchmarker ⭐ 426

A library for ML benchmarking. It's powerful.

Transfer Learning Library

Transvae ⭐ 108

[NeurIPS'23] Unsupervised Video Domain Adaptation for Action Recognition: A Disentanglement Perspective

Weak Supervision For Ner ⭐ 97

Framework to learn Named Entity Recognition models without labelled data using weak supervision.

[ICML 2020] Continuously Indexed Domain Adaptation

Meta Learning Bert ⭐ 94

Meta learning with BERT as a learner

Da_detection ⭐ 83

Progressive Domain Adaptation for Object Detection

Transformers Domain Adaptation ⭐ 79

Adapt Transformer-based language models to new text domains

Pytorch Dann ⭐ 49

A PyTorch implementation for Unsupervised Domain Adaptation by Backpropagation

Adapting Ocr ⭐ 49

Pytorch implementation of our paper: Adapting OCR with Limited Labels

Raincoat ⭐ 45

Domain Adaptation for Time Series Under Feature and Label Shifts

[AAAI 2023] Official PyTorch implementation of the paper "SLAug: Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image Segmentation"

Climategan ⭐ 36

Code and pre-trained model for the algorithm generating visualisations of 3 climate change related events: floods, wildfires and smog.

Proglearn ⭐ 33

NeuroData's package for exploring and using progressive learning algorithms

Dann Keras ⭐ 30

A simple implementation of domain adversarial training with GAN loss in Keras

Mindthegap ⭐ 26

Mind the Gap: Domain Gap Control for Single Shot Domain Adaptation for Generative Adversarial Networks (ICLR 2022)

Adaptor will help you to adapt a language model to your own data domain, task, or custom research objective(s).

Deep Coral Tf ⭐ 22

A Tensorflow implementation of paper, Deep CORAL: Correlation Alignment for Deep Domain Adaptation

Papersanalysis ⭐ 22

Analysis, summaries, cheatsheets about relevant papers

Robust Domain Adaptation under Noisy Environments

Python implementation of domain-invariant partial least squares regression (di-PLS)

Transfertools ⭐ 13

Python toolbox for transfer learning.

Adaptive Mt Llm Fine Tuning ⭐ 12

Fine-tuning Mistral LLM for Adaptive Machine Translation

Imagetranslation ⭐ 12

pytorch, pix2pix, CycleGAN, DiscoGAN, BicycleGAN, UNIT, MUNIT, pix2pixHD, vid2vid

Light Estimation ⭐ 12

Face Lighting estimation using GANs

Crossdomainfaultdiagnosis ⭐ 11

Repository containing the code for the experiments and examples of my Bachelor Thesis: Cross Domain Fault Detection through Optimal Transport

Adversarial Weighting for Domain Adaptation in Regression

Mmwave User Recognition ⭐ 10

Gait Based User Recognition from mmWave Radar Data

Null-sampling for Interpretable and Fair Representations

Unit Mnist Svhn ⭐ 8

Implementation of Unsupervised Image-to-Image Translation Networks paper

Essential3crl ⭐ 6

Research about Causality-based Reinforcement Learning. This repository includes all needed fundamentals, summary of past work and some most recent development

Unsupervised Domain Adaptation With Bert ⭐ 6

Unsupervised domain adaptation with BERT for Amazon food product reviews sentiment analysis.

Official TensorFlow implementation for "Supervised Domain Adaptation: A Graph Embedding Perspective and a Rectified Experimental Protocol" [TIP 2021] and "Supervised Domain Adaptation using Graph Embedding" [ICPR 2020]

Calibrator Domain Adaptation ⭐ 6

Release code for light-weight calibrator: a separable component for unsupervised domain adaptation

Unsupervised Domain Adaptation For Plant Organ Counting

Federated Knowledge Alignment ⭐ 5

HierMUD: a Hierarchical Multi-task Unsupervised Domain adaptation framework

Domain Adaptation via Transfer Component Analysis

Chapter11 ⭐ 5

Chapter 11: Transfer Learning/Domain Adaptation

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