| Self Meta Pseudo Labels: Meta Pseudo Labels Without The Teacher | Dec 27, 2022 | Semi-Supervised Image Classification | —Unverified | 0 |
| Beyond ADMM: A Unified Client-variance-reduced Adaptive Federated Learning Framework | Dec 3, 2022 | Federated Learningimage-classification | —Unverified | 0 |
| OpenMixup: Open Mixup Toolbox and Benchmark for Visual Representation Learning | Sep 11, 2022 | BenchmarkingClassification | CodeCode Available | 0 |
| RDA: Reciprocal Distribution Alignment for Robust Semi-supervised Learning | Aug 9, 2022 | Semi-Supervised Image Classification | CodeCode Available | 0 |
| DoubleMatch: Improving Semi-Supervised Learning with Self-Supervision | May 11, 2022 | Semi-Supervised Image Classification | CodeCode Available | 0 |
| SimMatch: Semi-supervised Learning with Similarity Matching | Mar 14, 2022 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 |
| Global-Local Regularization Via Distributional Robustness | Mar 1, 2022 | Adversarial RobustnessDomain Adaptation | CodeCode Available | 0 |
| Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision | Feb 16, 2022 | Action ClassificationAction Recognition | CodeCode Available | 0 |
| Deep Reference Priors: What is the best way to pretrain a model? | Feb 1, 2022 | image-classificationSemi-Supervised Image Classification | CodeCode Available | 0 |
| Contrastive Regularization for Semi-Supervised Learning | Jan 17, 2022 | Semi-Supervised Image Classification | —Unverified | 0 |
| Pushing the limits of self-supervised ResNets: Can we outperform supervised learning without labels on ImageNet? | Jan 13, 2022 | image-classificationImage Classification | CodeCode Available | 0 |
| An analysis of over-sampling labeled data in semi-supervised learning with FixMatch | Jan 3, 2022 | image-classificationImage Classification | CodeCode Available | 0 |
| Towards Discovering the Effectiveness of Moderately Confident Samples for Semi-Supervised Learning | Jan 1, 2022 | Model OptimizationSemi-Supervised Image Classification | —Unverified | 0 |
| DP-SSL: Towards Robust Semi-supervised Learning with A Few Labeled Samples | Oct 26, 2021 | Multiple-choiceSemi-Supervised Image Classification | —Unverified | 0 |
| Transfer of Pretrained Model Weights Substantially Improves Semi-Supervised Image Classification | Sep 2, 2021 | image-classificationImage Classification | CodeCode Available | 0 |
| Dash: Semi-Supervised Learning with Dynamic Thresholding | Sep 1, 2021 | Semi-Supervised Image Classification | —Unverified | 0 |
| Self-Supervised Wasserstein Pseudo-Labeling for Semi-Supervised Image Classification | Jun 19, 2021 | Classificationimage-classification | —Unverified | 0 |
| Diffusion-Based Representation Learning | May 29, 2021 | Denoisingimage-classification | —Unverified | 0 |
| Semi-supervised learning of images with strong rotational disorder: assembling nanoparticle libraries | May 24, 2021 | Image ClassificationRepresentation Learning | CodeCode Available | 0 |
| With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations | Apr 29, 2021 | Contrastive LearningFine-Grained Image Classification | CodeCode Available | 0 |
| Vanishing Twin GAN: How training a weak Generative Adversarial Network can improve semi-supervised image classification | Mar 3, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Self-supervised Pretraining of Visual Features in the Wild | Mar 2, 2021 | Image ClassificationSelf-Supervised Image Classification | CodeCode Available | 0 |
| Multi-class Generative Adversarial Nets for Semi-supervised Image Classification | Feb 13, 2021 | ClassificationDomain Adaptation | —Unverified | 0 |
| SelfMatch: Combining Contrastive Self-Supervision and Consistency for Semi-Supervised Learning | Jan 16, 2021 | Contrastive LearningSelf-Supervised Learning | —Unverified | 0 |
| One Shot Model For The Prediction of COVID-19 and Lesions Segmentation In Chest CT Scans Through The Affinity Among Lesion Mask Features | Jan 4, 2021 | COVID-19 DiagnosisInstance Segmentation | CodeCode Available | 0 |
| Boosting the Performance of Semi-Supervised Learning with Unsupervised Clustering | Dec 1, 2020 | ClusteringSemi-Supervised Image Classification | CodeCode Available | 0 |
| Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few Labels | Oct 23, 2020 | DiagnosticMedical Image Analysis | CodeCode Available | 0 |
| LiDAM: Semi-Supervised Learning with Localized Domain Adaptation and Iterative Matching | Oct 13, 2020 | Domain AdaptationSemi-Supervised Image Classification | —Unverified | 0 |
| Online Semi-Supervised Learning in Contextual Bandits with Episodic Reward | Sep 17, 2020 | ClusteringDecision Making | CodeCode Available | 0 |
| Multi-Task Curriculum Framework for Open-Set Semi-Supervised Learning | Jul 22, 2020 | Semi-Supervised Image Classification | —Unverified | 0 |
| Improving Face Recognition by Clustering Unlabeled Faces in the Wild | Jul 14, 2020 | ClusteringFace Clustering | —Unverified | 0 |
| Consistency Regularization with Generative Adversarial Networks for Semi-Supervised Learning | Jul 8, 2020 | image-classificationImage Classification | —Unverified | 0 |
| Milking CowMask for Semi-Supervised Image Classification | Mar 26, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Semi-Supervised Learning with Normalizing Flows | Dec 30, 2019 | image-classificationImage Classification | CodeCode Available | 0 |
| SESS: Self-Ensembling Semi-Supervised 3D Object Detection | Dec 26, 2019 | 3D Object Detectionimage-classification | CodeCode Available | 0 |
| Triple Generative Adversarial Networks | Dec 20, 2019 | ClassificationConditional Image Generation | CodeCode Available | 0 |
| RealMix: Towards Realistic Semi-Supervised Deep Learning Algorithms | Dec 18, 2019 | Deep LearningSemi-Supervised Image Classification | CodeCode Available | 0 |
| EnAET: A Self-Trained framework for Semi-Supervised and Supervised Learning with Ensemble Transformations | Nov 21, 2019 | Image ClassificationSemi-Supervised Image Classification | CodeCode Available | 0 |
| Adversarial Transformations for Semi-Supervised Learning | Nov 13, 2019 | General Classificationimage-classification | —Unverified | 0 |
| Dual Student: Breaking the Limits of the Teacher in Semi-supervised Learning | Sep 3, 2019 | Semi-Supervised Image ClassificationUnsupervised Domain Adaptation | CodeCode Available | 0 |
| Repetitive Reprediction Deep Decipher for Semi-Supervised Learning | Aug 9, 2019 | Semi-Supervised Image Classification | CodeCode Available | 0 |
| Pseudo-Labeling Curriculum for Unsupervised Domain Adaptation | Aug 1, 2019 | ClusteringDomain Adaptation | —Unverified | 0 |
| Exploring Self-Supervised Regularization for Supervised and Semi-Supervised Learning | Jun 25, 2019 | image-classificationImage Classification | CodeCode Available | 0 |
| Energy Models for Better Pseudo-Labels: Improving Semi-Supervised Classification with the 1-Laplacian Graph Energy | Jun 20, 2019 | BenchmarkingMulti-class Classification | —Unverified | 0 |
| Manifold Graph with Learned Prototypes for Semi-Supervised Image Classification | Jun 12, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Data-Efficient Image Recognition with Contrastive Predictive Coding | May 22, 2019 | Contrastive LearningGeneral Classification | CodeCode Available | 0 |
| Semi-Supervised Learning by Augmented Distribution Alignment | May 20, 2019 | Domain AdaptationSemi-Supervised Image Classification | CodeCode Available | 0 |
| S4L: Self-Supervised Semi-Supervised Learning | May 9, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| Semi-supervised Sequence-to-sequence ASR using Unpaired Speech and Text | Apr 30, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Deep Sparse Representation-based Classification | Apr 24, 2019 | ClassificationDecoder | CodeCode Available | 0 |
