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27 search results found

Transfer Learning Library ⭐ 2,883

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

Machinelearningwithme ⭐ 191

A repository contains more than 12 common statistical machine learning algorithm implementations. 常见机器学习算法原理与实现

Code for <Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training> in ECCV18

St Plusplus ⭐ 159

[CVPR 2022] ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation

This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach' (In Proc. of NAACL-HLT 2021).

Code for <Confidence Regularized Self-Training> in ICCV19 (Oral)

BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision

PyTorch code for MUST

Iast Eccv2020 ⭐ 83

IAST: Instance Adaptive Self-training for Unsupervised Domain Adaptation (ECCV 2020) https://teacher.bupt.edu.cn/zhuchuang/en/index.htm

Promptdet ⭐ 77

PromptDet: Towards Open-vocabulary Detection using Uncurated Images, ECCV2022

Self6dpp ⭐ 58

Self6D++: Occlusion-Aware Self-Supervised Monocular 6D Object Pose Estimation. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2021.

Adapting Ocr ⭐ 49

Pytorch implementation of our paper: Adapting OCR with Limited Labels

Rest Em Pytorch ⭐ 39

Implementations and explorations into the ReST𝐸𝑀 algorithm in the new deepmind paper "Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models"

Slam Super 6d ⭐ 36

SLAM-Supported Semi-Supervised Learning for 6D Object Pose Estimation

[EMNLP 2021] Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training

Menghini Neurips23 Code ⭐ 31

Exploring prompt tuning with pseudolabels for multiple modalities, learning settings, and training strategies.

Lrebench ⭐ 30

Code for the EMNLP2022 paper "Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study."

[IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"

Memory Oriented Transfer Learning for Semi-Supervised Image Deraining

Implementation of our paper "Self-training Sampling with Monolingual Data Uncertainty for Neural Machine Translation" to appear in ACL-2021.

Gst Visdial ⭐ 15

💬 Official PyTorch Implementation for CVPR'23 "The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training"

Python tasks for self-study.

Self_distillation ⭐ 9

Self-Distillation with weighted ground-truth targets; ResNet and Kernel Ridge Regression

Code for the ICLR 2021 Paper "In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness"

Deep Bayesian Self Training ⭐ 7

Deep Bayesian Self-Training [official implementation]

Improving Human Activity Recognition through Self-training with Unlabeled Data

Low Resource Seq Labeling ⭐ 5

Self-training Pretrained Language Models for Zero- and Few-shot Multi-dialectal Arabic Sequence Labeling

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