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| 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 |
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| Unsupervised Few-shot Learning via Deep Laplacian Eigenmaps | Oct 7, 2022 | Few-Shot LearningLinear evaluation | —Unverified | 0 | 0 |
| Semantic Compositions Enhance Vision-Language Contrastive Learning | Jul 1, 2024 | ClassificationContrastive Learning | —Unverified | 0 | 0 |
| Contrastive Self-Supervised Learning As Neural Manifold Packing | Jun 16, 2025 | Contrastive LearningLinear evaluation | —Unverified | 0 | 0 |
| Semantic Graph Consistency: Going Beyond Patches for Regularizing Self-Supervised Vision Transformers | Jun 18, 2024 | Linear evaluationRepresentation Learning | —Unverified | 0 | 0 |
| DSPNet: Towards Slimmable Pretrained Networks based on Discriminative Self-supervised Learning | Jul 13, 2022 | Knowledge DistillationLinear evaluation | —Unverified | 0 | 0 |
| Enhancing Contrastive Learning with Efficient Combinatorial Positive Pairing | Jan 11, 2024 | Contrastive LearningLinear evaluation | —Unverified | 0 | 0 |
| ETP: Learning Transferable ECG Representations via ECG-Text Pre-training | Sep 6, 2023 | DiagnosticLanguage Modeling | —Unverified | 0 | 0 |
| Semantic Positive Pairs for Enhancing Visual Representation Learning of Instance Discrimination methods | Jun 28, 2023 | Contrastive LearningData Augmentation | —Unverified | 0 | 0 |
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| Federated Momentum Contrastive Clustering | Jun 10, 2022 | ClusteringLinear evaluation | —Unverified | 0 | 0 |
| FedMEKT: Distillation-based Embedding Knowledge Transfer for Multimodal Federated Learning | Jul 25, 2023 | Activity RecognitionFederated Learning | —Unverified | 0 | 0 |
| Flaky Performances when Pretraining on Relational Databases | Nov 9, 2022 | Graph Neural NetworkLinear evaluation | —Unverified | 0 | 0 |
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| Fuse Local and Global Semantics in Representation Learning | Feb 28, 2022 | Linear evaluationRepresentation Learning | —Unverified | 0 | 0 |
| From Patches to Objects: Exploiting Spatial Reasoning for Better Visual Representations | May 21, 2023 | Contrastive LearningLinear evaluation | —Unverified | 0 | 0 |
| Seed the Views: Hierarchical Semantic Alignment for Contrastive Representation Learning | Dec 4, 2020 | Contrastive LearningLinear evaluation | —Unverified | 0 | 0 |
| HMSN: Hyperbolic Self-Supervised Learning by Clustering with Ideal Prototypes | May 18, 2023 | ClusteringFew-Shot Learning | —Unverified | 0 | 0 |
| HOME: High-Order Mixed-Moment-based Embedding for Representation Learning | Jul 15, 2022 | Linear evaluationRepresentation Learning | —Unverified | 0 | 0 |