{"total":30,"rows":[{"id":"2206.13188","title":"Self-supervised Learning in Remote Sensing: A Review","created":"2022-06-27","cited_by_count":137,"area":null},{"id":"2202.03278","title":"Crafting Better Contrastive Views for Siamese Representation Learning","created":"2022-02-07","cited_by_count":67,"area":null},{"id":"2410.09890","title":"Large-Scale 3D Medical Image Pre-training with Geometric Context Priors","created":"2024-10-13","cited_by_count":36,"area":null},{"id":"2202.13093","title":"Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding","created":"2022-02-26","cited_by_count":25,"area":null},{"id":"2211.08129","title":"Self-supervised remote sensing feature learning: Learning Paradigms, Challenges, and Future Works","created":"2022-11-15","cited_by_count":24,"area":null},{"id":"2201.12078","title":"You Only Cut Once: Boosting Data Augmentation with a Single Cut","created":"2022-01-28","cited_by_count":22,"area":null},{"id":"2306.08913","title":"Advancing Volumetric Medical Image Segmentation via Global-Local Masked Autoencoder","created":"2023-06-15","cited_by_count":21,"area":null},{"id":"2404.15580","title":"MiM: Mask in Mask Self-Supervised Pre-Training for 3D Medical Image Analysis","created":"2024-04-24","cited_by_count":19,"area":null},{"id":"2207.08220","title":"Fast-MoCo: Boost Momentum-based Contrastive Learning with Combinatorial Patches","created":"2022-07-17","cited_by_count":16,"area":null},{"id":"2307.12168","title":"Hallucination Improves the Performance of Unsupervised Visual Representation Learning","created":"2023-07-22","cited_by_count":16,"area":null},{"id":"2205.15955","title":"CropMix: Sampling a Rich Input Distribution via Multi-Scale Cropping","created":"2022-05-31","cited_by_count":8,"area":null},{"id":"2403.16260","title":"Out-of-Distribution Detection via Deep Multi-Comprehension Ensemble","created":"2024-03-24","cited_by_count":8,"area":null},{"id":"2207.10023","title":"Tailoring Self-Supervision for Supervised Learning","created":"2022-07-20","cited_by_count":7,"area":null},{"id":"2304.02451","title":"Adaptive Data Augmentation for Contrastive Learning","created":"2023-04-05","cited_by_count":6,"area":null},{"id":"2404.00254","title":"Clustering for Protein Representation Learning","created":"2024-03-30","cited_by_count":6,"area":null},{"id":"2503.18746","title":"Linguistics-aware Masked Image Modeling for Self-supervised Scene Text Recognition","created":"2025-03-24","cited_by_count":6,"area":null},{"id":"2507.02581","title":"Structure-aware Semantic Discrepancy and Consistency for 3D Medical Image Self-supervised Learning","created":"2025-07-03","cited_by_count":5,"area":null},{"id":"2211.01796","title":"Beyond Instance Discrimination: Relation-aware Contrastive Self-supervised Learning","created":"2022-11-02","cited_by_count":4,"area":null},{"id":"2309.11955","title":"A Study of Forward-Forward Algorithm for Self-Supervised Learning","created":"2023-09-21","cited_by_count":4,"area":null},{"id":"2407.12463","title":"Progressive Proxy Anchor Propagation for Unsupervised Semantic Segmentation","created":"2024-07-17","cited_by_count":4,"area":null},{"id":"2108.09440","title":"Unsupervised Local Discrimination for Medical Images","created":"2021-08-21","cited_by_count":3,"area":null},{"id":"2110.04479","title":"A Feature Consistency Driven Attention Erasing Network for Fine-Grained Image Retrieval","created":"2021-10-09","cited_by_count":3,"area":null},{"id":"2207.07743","title":"HOME: High-Order Mixed-Moment-based Embedding for Representation Learning","created":"2022-07-15","cited_by_count":1,"area":null},{"id":"2404.19289","title":"On Improving the Algorithm-, Model-, and Data- Efficiency of Self-Supervised Learning","created":"2024-04-30","cited_by_count":1,"area":null},{"id":"2503.22890","title":"MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image Segmentation","created":"2025-03-28","cited_by_count":1,"area":null},{"id":"2505.14868","title":"VisTopics: A Visual Semantic Unsupervised Approach to Topic Modeling of Video and Image Data","created":"2025-05-20","cited_by_count":1,"area":null},{"id":"2112.06147","title":"Self-Supervised Modality-Aware Multiple Granularity Pre-Training for RGB-Infrared Person Re-Identification","created":"2021-12-12","cited_by_count":0,"area":null},{"id":"2306.15930","title":"Multi-network Contrastive Learning Based on Global and Local Representations","created":"2023-06-28","cited_by_count":0,"area":null},{"id":"2310.17869","title":"Grid Jigsaw Representation with CLIP: A New Perspective on Image Clustering","created":"2023-10-27","cited_by_count":0,"area":null},{"id":"2509.13229","title":"Curriculum Multi-Task Self-Supervision Improves Lightweight Architectures for Onboard Satellite Hyperspectral Image Segmentation","created":"2025-09-16","cited_by_count":0,"area":null}],"next_cursor":null}