| Learning The Structure of Deep Convolutional Networks | Dec 1, 2015 | image-classificationImage Classification | —Unverified | 0 |
| Diff-SySC: An Approach Using Diffusion Models for Semi-Supervised Image Classification | Feb 25, 2025 | image-classificationImage Classification | —Unverified | 0 |
| Self Adaptive Threshold Pseudo-labeling and Unreliable Sample Contrastive Loss for Semi-supervised Image Classification | Jul 4, 2024 | image-classificationImage 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 |
| 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 |
| SelfMatch: Combining Contrastive Self-Supervision and Consistency for Semi-Supervised Learning | Jan 16, 2021 | Contrastive LearningSelf-Supervised Learning | —Unverified | 0 |
| 10,000+ Times Accelerated Robust Subset Selection (ARSS) | Sep 12, 2014 | 10-shot image generationAction Recognition | —Unverified | 0 |
| Color-S^4L: Self-supervised Semi-supervised Learning with Image Colorization | Jan 8, 2024 | Colorizationimage-classification | —Unverified | 0 |
| Semi-supervised Sequence-to-sequence ASR using Unpaired Speech and Text | Apr 30, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Self-Supervised Wasserstein Pseudo-Labeling for Semi-Supervised Image Classification | Jun 19, 2021 | 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 |
| Energy Models for Better Pseudo-Labels: Improving Semi-Supervised Classification with the 1-Laplacian Graph Energy | Jun 20, 2019 | BenchmarkingMulti-class Classification | —Unverified | 0 |
| Weakly Semi-supervised Whole Slide Image Classification by Two-level Cross Consistency Supervision | Apr 16, 2025 | Classificationimage-classification | —Unverified | 0 |
| Beyond ADMM: A Unified Client-variance-reduced Adaptive Federated Learning Framework | Dec 3, 2022 | Federated Learningimage-classification | —Unverified | 0 |
| Self Meta Pseudo Labels: Meta Pseudo Labels Without The Teacher | Dec 27, 2022 | Semi-Supervised Image Classification | —Unverified | 0 |
| An analysis of over-sampling labeled data in semi-supervised learning with FixMatch | Jan 3, 2022 | image-classificationImage Classification | CodeCode Available | 0 |
| A Method of Moments Embedding Constraint and its Application to Semi-Supervised Learning | Apr 27, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few Labels | Oct 23, 2020 | DiagnosticMedical Image Analysis | CodeCode Available | 0 |
| Transfer of Pretrained Model Weights Substantially Improves Semi-Supervised Image Classification | Sep 2, 2021 | image-classificationImage Classification | CodeCode Available | 0 |
| Semi-Supervised Learning with Normalizing Flows | Dec 30, 2019 | image-classificationImage Classification | CodeCode Available | 0 |
| Exploring Self-Supervised Regularization for Supervised and Semi-Supervised Learning | Jun 25, 2019 | image-classificationImage Classification | CodeCode Available | 0 |
| Milking CowMask for Semi-Supervised Image Classification | Mar 26, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Triangle Generative Adversarial Networks | Sep 19, 2017 | AttributeGenerative Adversarial Network | CodeCode Available | 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 |
| Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision | Feb 16, 2022 | Action ClassificationAction Recognition | 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 |
| OpenMixup: Open Mixup Toolbox and Benchmark for Visual Representation Learning | Sep 11, 2022 | BenchmarkingClassification | 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 |
