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Showing 101–128 of 128 papers

TitleStatusHype
Pushing the limits of self-supervised ResNets: Can we outperform supervised learning without labels on ImageNet?Code0
Representation Learning via Consistent Assignment of Views to ClustersCode0
Representation Learning via Consistent Assignment of Views over Random PartitionsCode0
EqCo: Equivalent Rules for Self-supervised Contrastive LearningCode0
Slimmable Networks for Contrastive Self-supervised LearningCode0
Solo-learn: A Library of Self-supervised Methods for Visual Representation LearningCode0
Weakly Contrastive Learning via Batch Instance Discrimination and Feature Clustering for Small Sample SAR ATRCode0
Learning Representations by Maximizing Mutual Information Across ViewsCode0
Self-supervised Learning of Dense Hierarchical Representations for Medical Image SegmentationCode0
Why does my medical AI look at pictures of birds? Exploring the efficacy of transfer learning across domain boundariesCode0
Unsupervised Pretraining for Fact Verification by Language Model DistillationCode0
Maximizing Mutual Information Across Feature and Topology Views for Learning Graph RepresentationsCode0
Self-Distilled Self-Supervised Representation LearningCode0
SynCo: Synthetic Hard Negatives in Contrastive Learning for Better Unsupervised Visual RepresentationsCode0
Correlation between Alignment-Uniformity and Performance of Dense Contrastive RepresentationsCode0
Conditional Negative Sampling for Contrastive Learning of Visual RepresentationsCode0
Self-Supervised Multimodal Domino: in Search of Biomarkers for Alzheimer's DiseaseCode0
Unsupervised Visual Representation Learning via Mutual Information Regularized AssignmentCode0
Establishing a stronger baseline for lightweight contrastive modelsCode0
Multi-modal Masked Siamese Network Improves Chest X-Ray Representation LearningCode0
Depth Contrast: Self-Supervised Pretraining on 3DPM Images for Mining Material ClassificationCode0
MVEB: Self-Supervised Learning with Multi-View Entropy BottleneckCode0
MV-MR: multi-views and multi-representations for self-supervised learning and knowledge distillationCode0
Beyond Supervised vs. Unsupervised: Representative Benchmarking and Analysis of Image Representation LearningCode0
Overcoming Dimensional Collapse in Self-supervised Contrastive Learning for Medical Image SegmentationCode0
Divergence-aware Federated Self-Supervised LearningCode0
PARTICLE: Part Discovery and Contrastive Learning for Fine-grained RecognitionCode0
Self-supervised learning for radio-astronomy source classification: a benchmarkCode0
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