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34 search results found

Unsupervised Data Augmentation (UDA)

Awesome Semi Supervised Learning ⭐ 1,573

😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

Awesome Federated Learning ⭐ 1,481

FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

Torchssl ⭐ 1,260

A PyTorch-based library for semi-supervised learning (NeurIPS'21)

Training_extensions ⭐ 1,119

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

Semi Supervised Learning ⭐ 1,069

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

Dassl.pytorch ⭐ 681

A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.

Code for the AAAI 2018 publication "SEE: Towards Semi-Supervised End-to-End Scene Text Recognition"

📄 Semi-Supervised Semantic Segmentation with Cross-Consistency Training (CVPR 2020).

Advsemiseg ⭐ 307

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

[CVPR'22] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels

Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)

Good Papers ⭐ 231

I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers

Weakly Supervised Panoptic Segmentation ⭐ 152

Weakly- and Semi-Supervised Panoptic Segmentation (ECCV18)

Adversarial Semisupervised Semantic Segmentation ⭐ 151

Pytorch Implementation of "Adversarial Learning For Semi-Supervised Semantic Segmentation" for ICLR 2018 Reproducibility Challenge

Auto_annotate ⭐ 134

Labeling is boring. Use this tool to speed up your next object detection project!

Lamda Ssl ⭐ 130

30 Semi-Supervised Learning Algorithms

Exponential Moving Average Normalization ⭐ 76

PyTorch implementation of EMAN for self-supervised and semi-supervised learning: https://arxiv.org/abs/2101.08482

Prg4ssl Mnar ⭐ 72

"Towards Semi-supervised Learning with Non-random Missing Labels" by Yue Duan (ICCV 2023)

Semimtr Text Recognition ⭐ 68

Multimodal Semi-Supervised Learning for Text Recognition (SemiMTR)

Semi Supervised Transfer Learning ⭐ 65

[CVPR 2021] Adaptive Consistency Regularization for Semi-Supervised Transfer Learning

Code for the paper: "SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification"

Unsupervisedselectivelabeling ⭐ 30

[ECCV 2022] Official Implementation for Unsupervised Selective Labeling for More Effective Semi-Supervised Learning

Semireward ⭐ 26

[ICLR 2024] SemiReward: A General Reward Model for Semi-supervised Learning

[MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation

Mismatchssl ⭐ 18

[MIDL 2022 Oral] Learning Morphological Feature Perturbations for Calibrated Semi Supervised Segmentation

[ECCV2022] D3Net: A Unified Speaker-Listener Architecture for 3D Dense Captioning and Visual Grounding

Ilm Assl ⭐ 12

Iterative Loop Method Combining Active and Semi-Supervised Learning for Domain Adaptive Semantic Segmentation

Laplacenet ⭐ 9

A PyTorch Implementation of LaplaceNet:A Hybrid Energy-Neural Model for Deep Semi-Supervised Classification

Semi Supervised_learning_dl ⭐ 7

Semi-supervised strategies based on Deep Learning to extract structure from images and improve supervised classification tasks.

Graph Moving Object Segmentation

Semi Super ⭐ 5

Semi/Self-Supervised Learning on a Pediatric Pneumonia Dataset

Auxiliary Classifier Generative Adversarial Network in Torch7

Torchwisdom ⭐ 5

High level API for training deep learning model in PyTorch

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