| CURL: Co-trained Unsupervised Representation Learning for Image Classification | May 29, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Dash: Semi-Supervised Learning with Dynamic Thresholding | Sep 1, 2021 | Semi-Supervised Image Classification | —Unverified | 0 |
| Towards Discovering the Effectiveness of Moderately Confident Samples for Semi-Supervised Learning | Jan 1, 2022 | Model OptimizationSemi-Supervised Image Classification | —Unverified | 0 |
| Diffusion-Based Representation Learning | May 29, 2021 | Denoisingimage-classification | —Unverified | 0 |
| Learning The Structure of Deep Convolutional Networks | Dec 1, 2015 | image-classificationImage Classification | —Unverified | 0 |
| Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision | Feb 16, 2022 | Action ClassificationAction Recognition | —Unverified | 0 |
| Unsupervised Learning using Pretrained CNN and Associative Memory Bank | May 2, 2018 | Few-Shot Image ClassificationFine-Grained Image Classification | —Unverified | 0 |
| LiDAM: Semi-Supervised Learning with Localized Domain Adaptation and Iterative Matching | Oct 13, 2020 | Domain AdaptationSemi-Supervised Image Classification | —Unverified | 0 |
| Manifold Graph with Learned Prototypes for Semi-Supervised Image Classification | Jun 12, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Adversarial Transformations for Semi-Supervised Learning | Nov 13, 2019 | General Classificationimage-classification | —Unverified | 0 |
| Debiasing, calibrating, and improving Semi-supervised Learning performance via simple Ensemble Projector | Oct 24, 2023 | Contrastive LearningSemi-Supervised Image Classification | —Unverified | 0 |
| Pseudo-Labeling Curriculum for Unsupervised Domain Adaptation | Aug 1, 2019 | ClusteringDomain Adaptation | —Unverified | 0 |
| Diff-SySC: An Approach Using Diffusion Models for Semi-Supervised Image Classification | Feb 25, 2025 | image-classificationImage Classification | —Unverified | 0 |
| Self-supervised Pretraining of Visual Features in the Wild | Mar 2, 2021 | Image ClassificationSelf-Supervised Image Classification | —Unverified | 0 |
| Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning | Jun 14, 2016 | Data AugmentationSemi-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 |
| Pseudo-label Learning with Calibrated Confidence Using an Energy-based Model | Apr 15, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Multi-class Generative Adversarial Nets for Semi-supervised Image Classification | Feb 13, 2021 | ClassificationDomain Adaptation | —Unverified | 0 |
| Multi-Task Curriculum Framework for Open-Set Semi-Supervised Learning | Jul 22, 2020 | Semi-Supervised Image Classification | —Unverified | 0 |
| 10,000+ Times Accelerated Robust Subset Selection (ARSS) | Sep 12, 2014 | 10-shot image generationAction Recognition | —Unverified | 0 |
| Weakly Semi-supervised Whole Slide Image Classification by Two-level Cross Consistency Supervision | Apr 16, 2025 | Classificationimage-classification | —Unverified | 0 |
| Unsupervised High-level Feature Learning by Ensemble Projection for Semi-supervised Image Classification and Image Clustering | Feb 2, 2016 | ClassificationClustering | —Unverified | 0 |
| Semi-supervised Sequence-to-sequence ASR using Unpaired Speech and Text | Apr 30, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Triple Generative Adversarial Networks | Dec 20, 2019 | ClassificationConditional Image Generation | CodeCode Available | 0 |
| Two Methods for Domain Adaptation of Bilingual Tasks: Delightfully Simple and Broadly Applicable | Jul 1, 2018 | Bilingual Lexicon InductionClassification | CodeCode Available | 0 |
| SequenceMatch: Revisiting the design of weak-strong augmentations for Semi-supervised learning | Oct 24, 2023 | Semi-Supervised Image ClassificationSemi-Supervised Image Classification on ImageNet - 10% labeled data | CodeCode Available | 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 |
| SESS: Self-Ensembling Semi-Supervised 3D Object Detection | Dec 26, 2019 | 3D Object Detectionimage-classification | CodeCode Available | 0 |
| Online Semi-Supervised Learning in Contextual Bandits with Episodic Reward | Sep 17, 2020 | ClusteringDecision Making | CodeCode Available | 0 |
| ViTSGMM: A Robust Semi-Supervised Image Recognition Network Using Sparse Labels | Jun 4, 2025 | Semi-Supervised Image Classification | CodeCode Available | 0 |
| SimMatch: Semi-supervised Learning with Similarity Matching | Mar 14, 2022 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 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 |
| RDA: Reciprocal Distribution Alignment for Robust Semi-supervised Learning | Aug 9, 2022 | Semi-Supervised Image Classification | CodeCode Available | 0 |
| RealMix: Towards Realistic Semi-Supervised Deep Learning Algorithms | Dec 18, 2019 | Deep LearningSemi-Supervised Image Classification | CodeCode Available | 0 |
| RelationMatch: Matching In-batch Relationships for Semi-supervised Learning | May 17, 2023 | Semi-Supervised Image Classification | CodeCode Available | 0 |
| Repetitive Reprediction Deep Decipher for Semi-Supervised Learning | Aug 9, 2019 | Semi-Supervised Image Classification | CodeCode Available | 0 |
| Simple Semi-supervised Knowledge Distillation from Vision-Language Models via Dual-Head Optimization | May 12, 2025 | Few-Shot Image ClassificationKnowledge Distillation | CodeCode Available | 0 |
| S4L: Self-Supervised Semi-Supervised Learning | May 9, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| Stacked What-Where Auto-encoders | Jun 8, 2015 | DecoderImage Classification | CodeCode Available | 0 |
| Boosting the Performance of Semi-Supervised Learning with Unsupervised Clustering | Dec 1, 2020 | ClusteringSemi-Supervised Image Classification | CodeCode Available | 0 |
| Scaling Up Semi-supervised Learning with Unconstrained Unlabelled Data | Jun 2, 2023 | Image ClassificationNetwork Pruning | CodeCode Available | 0 |
| CapsuleGAN: Generative Adversarial Capsule Network | Feb 17, 2018 | General ClassificationGenerative Adversarial Network | CodeCode Available | 0 |
| Data-Efficient Image Recognition with Contrastive Predictive Coding | May 22, 2019 | Contrastive LearningGeneral Classification | CodeCode Available | 0 |
| Structured Generative Adversarial Networks | Nov 2, 2017 | image-classificationImage Classification | 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 |
| DoubleMatch: Improving Semi-Supervised Learning with Self-Supervision | May 11, 2022 | Semi-Supervised Image Classification | CodeCode Available | 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 |
| 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 |
| Deep Sparse Representation-based Classification | Apr 24, 2019 | ClassificationDecoder | CodeCode Available | 0 |
| Global-Local Regularization Via Distributional Robustness | Mar 1, 2022 | Adversarial RobustnessDomain Adaptation | CodeCode Available | 0 |
