829 Open source projects that are alternatives of or similar to Awesome Domain Adaptation

Awesome Domain Adaptation Python Toolbox

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

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

( CVPR2019 Oral ) Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation

Dialogue Knowledge Transfer Networks (DiKTNet)

Deep Transfer Learning Papers

Sinkhorn Label Allocation is a label assignment method for semi-supervised self-training algorithms. The SLA algorithm is described in full in this ICML 2021 paper: https://arxiv.org/abs/2102.08622.

resource collection for transfer learning!

FSL-Mate: A collection of resources for few-shot learning (FSL).

Simple and extensible GAN image-to-image translation framework. Supports natural and medical images.

Central Moment Discrepancy for Domain-Invariant Representation Learning (ICLR 2017, keras)

Attending to Discriminative Certainty for Domain Adaptation

A simple implementation of Deep Domain Confusion: Maximizing for Domain Invariance

Library of transfer learners and domain-adaptive classifiers.

Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

A place to keep track of all the annotated papers.

Tensorflow Implementation of open set domain adaptation by backpropagation

A curated list of papers, code and resources pertaining to weak-shot classification, detection, and segmentation.

code for our ECCV 2020 paper "A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation"

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

Awesome Multitask Learning Resources

[CVPR 2019 Oral] Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation

Transfer-Learning-Library

NLP Paper

Code of Gradually Vanishing Bridge for Adversarial Domain Adaptation (CVPR2020)

Cross-domain NER using cross-domain language modeling, code for ACL 2019 paper

Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling

Domain-Adversarial Neural Network in Tensorflow

Awesome Resources for Advanced Computer Vision Topics

Python toolbox for transfer learning.

[ICCV 2019 Oral] TA3N: https://github.com/cmhungsteve/TA3N (Most updated repo)

[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation

ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)

Repository to track the progress in Meta-Learning (MtL), including the datasets and the current state-of-the-art for the most common MtL problems.

Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning (EMNLP'19)

NLU: domain-intent-slot; text2SQL

Adapt Transformer-based language models to new text domains

Codes for ACL-IJCNLP 2021 Paper "Zero-shot Fact Verification by Claim Generation"

Implementation of many transfer learning algorithms in Python with Jupyter notebooks

Reimplementing cool papers in PyTorch...

《迁移学习简明手册》LaTex源码

[IJCAI 2021] Cross-Domain Few-Shot Classification via Adversarial Task Augmentation

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

Finetuning any DNN for better embedding on neural search tasks

Here is the official implementation of the model KD3A in paper "KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation".

Code for paper "Sparsely Grouped Multi-task Generative Adversarial Networks for Facial Attribute Manipulation"

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

IJCAI2020 & IJCV 2020 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo

Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification (https://arxiv.org/pdf/1711.07027.pdf). CVPR2018

Notes and Summaries on ML-related Research Papers (with optional implementations)

Image classification for everyone.

Multimodal Unsupervised Image-to-Image Translation

A curated list of awesome machine learning frameworks, libraries, courses, books and many more.

[ICCV 2019 (Oral)] Temporal Attentive Alignment for Large-Scale Video Domain Adaptation (PyTorch)

Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems

Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs (CVPRW 2020)

BERT Dureader多文档阅读理解 排名第七

code of Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations (CVPR2020 oral)

Paper is a fast NoSQL-like storage for Java/Kotlin objects on Android with automatic schema migration support.