| BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding | Oct 11, 2018 | Citation Intent ClassificationCommon Sense Reasoning | CodeCode Available | 3 | 5 |
| SimCSE: Simple Contrastive Learning of Sentence Embeddings | Apr 18, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 2 | 5 |
| Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective | Oct 16, 2024 | Conditional Image GenerationImage Generation | CodeCode Available | 2 | 5 |
| Latent Diffusion Autoencoders: Toward Efficient and Meaningful Unsupervised Representation Learning in Medical Imaging | Apr 11, 2025 | AttributeComputational Efficiency | CodeCode Available | 1 | 5 |
| Neural Eigenfunctions Are Structured Representation Learners | Oct 23, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks | Aug 27, 2019 | ClusteringLinear-Probe Classification | CodeCode Available | 1 | 5 |
| SODA: Bottleneck Diffusion Models for Representation Learning | Nov 29, 2023 | DecoderDenoising | CodeCode Available | 1 | 5 |
| Text and Code Embeddings by Contrastive Pre-Training | Jan 24, 2022 | Code SearchLinear-Probe Classification | CodeCode Available | 1 | 5 |
| DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations | Jun 5, 2020 | ClusteringContrastive Learning | CodeCode Available | 1 | 5 |
| Extending global-local view alignment for self-supervised learning with remote sensing imagery | Mar 12, 2023 | Change DetectionContrastive Learning | CodeCode Available | 1 | 5 |
| Scaling Vision Transformers to 22 Billion Parameters | Feb 10, 2023 | Action ClassificationFairness | CodeCode Available | 0 | 5 |
