| AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations from Self-Trained Negative Adversaries | Nov 17, 2020 | Contrastive LearningLinear evaluation | CodeCode Available | 1 |
| Denoising Diffusion Autoencoders are Unified Self-supervised Learners | Mar 17, 2023 | Contrastive LearningDenoising | CodeCode Available | 1 |
| When Does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning? | Nov 1, 2021 | Adversarial RobustnessContrastive Learning | CodeCode Available | 1 |
| Lesion-based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images | Jul 17, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Bridging Video-text Retrieval with Multiple Choice Questions | Jan 13, 2022 | Action RecognitionLinear evaluation | CodeCode Available | 1 |
| A Broad Study on the Transferability of Visual Representations with Contrastive Learning | Mar 24, 2021 | Contrastive LearningLinear evaluation | CodeCode Available | 1 |
| Mean Shift for Self-Supervised Learning | May 15, 2021 | ClusteringLinear evaluation | CodeCode Available | 1 |
| Compressive Visual Representations | Sep 27, 2021 | Contrastive LearningImage Classification | CodeCode Available | 1 |
| How Useful is Self-Supervised Pretraining for Visual Tasks? | Mar 31, 2020 | Linear evaluation | CodeCode Available | 1 |
| CompRess: Self-Supervised Learning by Compressing Representations | Oct 28, 2020 | Linear evaluationModel Compression | CodeCode Available | 1 |
| MixCo: Mix-up Contrastive Learning for Visual Representation | Oct 13, 2020 | Contrastive LearningLinear evaluation | CodeCode Available | 1 |
| Exploring the Equivalence of Siamese Self-Supervised Learning via A Unified Gradient Framework | Dec 9, 2021 | Contrastive LearningLinear evaluation | CodeCode Available | 1 |
| Fast-MoCo: Boost Momentum-based Contrastive Learning with Combinatorial Patches | Jul 17, 2022 | Contrastive LearningLinear evaluation | CodeCode Available | 1 |
| Bootstrap your own latent: A new approach to self-supervised Learning | Jun 13, 2020 | Image ClassificationLinear evaluation | CodeCode Available | 1 |
| Matrix Information Theory for Self-Supervised Learning | May 27, 2023 | Contrastive LearningGSM8K | CodeCode Available | 1 |
| Bag of Instances Aggregation Boosts Self-supervised Distillation | Jul 4, 2021 | Contrastive LearningLinear evaluation | CodeCode Available | 1 |
| Frequency-Masked Embedding Inference: A Non-Contrastive Approach for Time Series Representation Learning | Dec 30, 2024 | Contrastive LearningLinear evaluation | CodeCode Available | 1 |
| Bootstrap Your Own Latent - A New Approach to Self-Supervised Learning | Dec 1, 2020 | Linear evaluationRepresentation Learning | CodeCode Available | 1 |
| Revisiting Discriminative vs. Generative Classifiers: Theory and Implications | Feb 5, 2023 | Few-Shot LearningImage Classification | CodeCode Available | 1 |
| LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations | Mar 11, 2024 | Contrastive LearningData Augmentation | —Unverified | 0 |
| CLIP-PING: Boosting Lightweight Vision-Language Models with Proximus Intrinsic Neighbors Guidance | Dec 5, 2024 | Contrastive Learningcross-modal alignment | —Unverified | 0 |
| Center-wise Local Image Mixture For Contrastive Representation Learning | Nov 5, 2020 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Boosting Contrastive Learning with Relation Knowledge Distillation | Dec 8, 2021 | Contrastive LearningKnowledge Distillation | —Unverified | 0 |
| M2D-CLAP: Masked Modeling Duo Meets CLAP for Learning General-purpose Audio-Language Representation | Jun 4, 2024 | Audio ClassificationLinear evaluation | —Unverified | 0 |
| Contrastive Self-Supervised Learning As Neural Manifold Packing | Jun 16, 2025 | Contrastive LearningLinear evaluation | —Unverified | 0 |
