| Learning Generalized Medical Image Representations through Image-Graph Contrastive Pretraining | May 15, 2024 | Contrastive LearningDiagnostic | —Unverified | 0 | 0 |
| LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations | Mar 11, 2024 | Contrastive LearningData Augmentation | —Unverified | 0 | 0 |
| Adversarial Robustness of Discriminative Self-Supervised Learning in Vision | Mar 8, 2025 | Adversarial RobustnessLinear evaluation | —Unverified | 0 | 0 |
| Mean Embeddings with Test-Time Data Augmentation for Ensembling of Representations | Jun 15, 2021 | Data AugmentationImage Retrieval | —Unverified | 0 | 0 |
| Medical Semantic Segmentation with Diffusion Pretrain | Jan 31, 2025 | Image SegmentationLinear evaluation | —Unverified | 0 | 0 |
| MIO : Mutual Information Optimization using Self-Supervised Binary Contrastive Learning | Nov 24, 2021 | Binary ClassificationContrastive Learning | —Unverified | 0 | 0 |
| MST: Masked Self-Supervised Transformer for Visual Representation | Jun 10, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Multi-network Contrastive Learning Based on Global and Local Representations | Jun 28, 2023 | Contrastive LearningLinear evaluation | —Unverified | 0 | 0 |
| On the Importance of Hyperparameters and Data Augmentation for Self-Supervised Learning | Jul 16, 2022 | Bayesian OptimizationData Augmentation | —Unverified | 0 | 0 |
| Variational Self-Supervised Contrastive Learning Using Beta Divergence | Sep 5, 2023 | Face RecognitionLinear evaluation | —Unverified | 0 | 0 |
| Performance of Machine Learning Classification in Mammography Images using BI-RADS | Nov 14, 2023 | ClassificationDiagnostic | —Unverified | 0 | 0 |
| Promoting Semantic Connectivity: Dual Nearest Neighbors Contrastive Learning for Unsupervised Domain Generalization | Jan 1, 2023 | Contrastive LearningDomain Generalization | —Unverified | 0 | 0 |
| Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning | Feb 9, 2021 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Revisiting the Transferability of Supervised Pretraining: an MLP Perspective | Dec 1, 2021 | domain classificationimage-classification | —Unverified | 0 | 0 |
| Saliency Guided Contrastive Learning on Scene Images | Feb 22, 2023 | Contrastive LearningLinear evaluation | —Unverified | 0 | 0 |
| Transferability of Representations Learned using Supervised Contrastive Learning Trained on a Multi-Domain Dataset | Sep 27, 2023 | Contrastive LearningLinear evaluation | —Unverified | 0 | 0 |
| Measuring Self-Supervised Representation Quality for Downstream Classification using Discriminative Features | Mar 3, 2022 | Linear evaluationSelf-Supervised Learning | —Unverified | 0 | 0 |
| Self-Supervised and Invariant Representations for Wireless Localization | Feb 14, 2023 | Linear evaluation | —Unverified | 0 | 0 |
| Self-Supervised Class Incremental Learning | Nov 18, 2021 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Bootstrapped Representation Learning for Skeleton-Based Action Recognition | Feb 4, 2022 | Action RecognitionData Augmentation | —Unverified | 0 | 0 |
| Bootstrapped Representation Learning on Graphs | Mar 8, 2021 | Contrastive LearningLinear evaluation | —Unverified | 0 | 0 |
| Self-Supervised Learning for Invariant Representations from Multi-Spectral and SAR Images | May 4, 2022 | domain classificationLinear evaluation | —Unverified | 0 | 0 |
| Boosting Contrastive Learning with Relation Knowledge Distillation | Dec 8, 2021 | Contrastive LearningKnowledge Distillation | —Unverified | 0 | 0 |
| Center-wise Local Image Mixture For Contrastive Representation Learning | Nov 5, 2020 | Contrastive LearningData Augmentation | —Unverified | 0 | 0 |
| CLIP-PING: Boosting Lightweight Vision-Language Models with Proximus Intrinsic Neighbors Guidance | Dec 5, 2024 | Contrastive Learningcross-modal alignment | —Unverified | 0 | 0 |
| Conditional Alignment and Uniformity for Contrastive Learning with Continuous Proxy Labels | Nov 10, 2021 | Contrastive LearningLinear evaluation | —Unverified | 0 | 0 |
| Consensus Clustering With Unsupervised Representation Learning | Oct 3, 2020 | ClusteringData Augmentation | —Unverified | 0 | 0 |
| Consistent Instance Classification for Unsupervised Representation Learning | Jan 1, 2021 | ClassificationGeneral Classification | —Unverified | 0 | 0 |