{"total":94,"rows":[{"id":"2212.04690","title":"Benchmarking Self-Supervised Learning on Diverse Pathology Datasets","created":"2022-12-09","cited_by_count":150,"area":null},{"id":"2210.01571","title":"VICRegL: Self-Supervised Learning of Local Visual Features","created":"2022-10-04","cited_by_count":118,"area":null},{"id":"2106.02637","title":"Aligning Pretraining for Detection via Object-Level Contrastive Learning","created":"2021-06-04","cited_by_count":110,"area":null},{"id":"2202.12181","title":"FreeSOLO: Learning to Segment Objects without Annotations","created":"2022-02-24","cited_by_count":102,"area":null},{"id":"2201.04684","title":"BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations","created":"2022-01-12","cited_by_count":99,"area":null},{"id":"2305.07011","title":"Region-Aware Pretraining for Open-Vocabulary Object Detection with Vision Transformers","created":"2023-05-11","cited_by_count":91,"area":null},{"id":"2111.11430","title":"Class-agnostic Object Detection with Multi-modal Transformer","created":"2021-11-22","cited_by_count":85,"area":null},{"id":"2106.04550","title":"DETReg: Unsupervised Pretraining with Region Priors for Object Detection","created":"2021-06-08","cited_by_count":76,"area":null},{"id":"2106.11952","title":"Unsupervised Object-Level Representation Learning from Scene Images","created":"2021-06-22","cited_by_count":72,"area":null},{"id":"2206.07990","title":"Patch-level Representation Learning for Self-supervised Vision Transformers","created":"2022-06-16","cited_by_count":60,"area":null},{"id":"2307.12698","title":"MC-JEPA: A Joint-Embedding Predictive Architecture for Self-Supervised Learning of Motion and Content Features","created":"2023-07-24","cited_by_count":57,"area":null},{"id":"2205.13515","title":"Green Hierarchical Vision Transformer for Masked Image Modeling","created":"2022-05-26","cited_by_count":50,"area":null},{"id":"2106.05967","title":"Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations","created":"2021-06-10","cited_by_count":48,"area":null},{"id":"2304.09670","title":"CMID: A Unified Self-Supervised Learning Framework for Remote Sensing Image Understanding","created":"2023-04-19","cited_by_count":48,"area":null},{"id":"2205.09616","title":"Masked Image Modeling with Denoising Contrast","created":"2022-05-19","cited_by_count":45,"area":null},{"id":"2210.03115","title":"SimPer: Simple Self-Supervised Learning of Periodic Targets","created":"2022-10-06","cited_by_count":44,"area":null},{"id":"2202.04639","title":"Point-Level Region Contrast for Object Detection Pre-Training","created":"2022-02-09","cited_by_count":41,"area":null},{"id":"2305.13689","title":"Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training","created":"2023-05-23","cited_by_count":39,"area":null},{"id":"2110.14711","title":"A Survey of Self-Supervised and Few-Shot Object Detection","created":"2021-10-27","cited_by_count":35,"area":null},{"id":"2203.06965","title":"UniVIP: A Unified Framework for Self-Supervised Visual Pre-training","created":"2022-03-14","cited_by_count":31,"area":null},{"id":"2203.14898","title":"Learning Where to Learn in Cross-View Self-Supervised Learning","created":"2022-03-28","cited_by_count":31,"area":null},{"id":"2205.13943","title":"Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN","created":"2022-05-27","cited_by_count":31,"area":null},{"id":"2309.00775","title":"Contrastive Feature Masking Open-Vocabulary Vision Transformer","created":"2023-09-02","cited_by_count":31,"area":null},{"id":"2107.08712","title":"Exploring Set Similarity for Dense Self-supervised Representation Learning","created":"2021-07-19","cited_by_count":29,"area":null},{"id":"2303.13245","title":"CrOC: Cross-View Online Clustering for Dense Visual Representation Learning","created":"2023-03-23","cited_by_count":21,"area":null},{"id":"2212.02400","title":"Location-Aware Self-Supervised Transformers for Semantic Segmentation","created":"2022-12-05","cited_by_count":20,"area":null},{"id":"2303.13043","title":"Top-Down Visual Attention from Analysis by Synthesis","created":"2023-03-23","cited_by_count":19,"area":null},{"id":"2308.03286","title":"Multi-Label Self-Supervised Learning with Scene Images","created":"2023-08-07","cited_by_count":17,"area":null},{"id":"2206.10711","title":"Panoramic Panoptic Segmentation: Insights Into Surrounding Parsing for Mobile Agents via Unsupervised Contrastive Learning","created":"2022-06-21","cited_by_count":14,"area":null},{"id":"2306.13337","title":"Patch-Level Contrasting without Patch Correspondence for Accurate and Dense Contrastive Representation Learning","created":"2023-06-23","cited_by_count":14,"area":null},{"id":"2306.05411","title":"R-MAE: Regions Meet Masked Autoencoders","created":"2023-06-08","cited_by_count":13,"area":null},{"id":"2404.15672","title":"Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability, Composability, and Decomposability from Anatomy via Self-Supervision","created":"2024-04-24","cited_by_count":13,"area":null},{"id":"2405.16873","title":"ContrastAlign: Toward Robust BEV Feature Alignment via Contrastive Learning for Multi-Modal 3D Object Detection","created":"2024-05-27","cited_by_count":13,"area":null},{"id":"2303.12670","title":"Correlational Image Modeling for Self-Supervised Visual Pre-Training","created":"2023-03-22","cited_by_count":11,"area":null},{"id":"2106.15788","title":"Exploring Localization for Self-supervised Fine-grained Contrastive Learning","created":"2021-06-30","cited_by_count":9,"area":null},{"id":"2306.06203","title":"FLSL: Feature-level Self-supervised Learning","created":"2023-06-09","cited_by_count":9,"area":null},{"id":"2403.12003","title":"GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised Learning","created":"2024-03-18","cited_by_count":9,"area":null},{"id":"2203.07688","title":"InsCon:Instance Consistency Feature Representation via Self-Supervised Learning","created":"2022-03-15","cited_by_count":8,"area":null},{"id":"2203.11075","title":"Dense Siamese Network for Dense Unsupervised Learning","created":"2022-03-21","cited_by_count":8,"area":null},{"id":"2207.04398","title":"Self-supervised Learning with Local Contrastive Loss for Detection and Semantic Segmentation","created":"2022-07-10","cited_by_count":8,"area":null},{"id":"2212.06486","title":"Semantics-Consistent Feature Search for Self-Supervised Visual Representation Learning","created":"2022-12-13","cited_by_count":8,"area":null},{"id":"2310.00161","title":"Region-centric Image-Language Pretraining for Open-Vocabulary Detection","created":"2023-09-29","cited_by_count":8,"area":null},{"id":"2312.00335","title":"Learning Anatomically Consistent Embedding for Chest Radiography","created":"2023-12-01","cited_by_count":8,"area":null},{"id":"2109.12391","title":"Multi-source Few-shot Domain Adaptation","created":"2021-09-25","cited_by_count":7,"area":null},{"id":"2203.15361","title":"Self-Supervised Image Representation Learning with Geometric Set Consistency","created":"2022-03-29","cited_by_count":7,"area":null},{"id":"2306.04244","title":"Coarse Is Better? A New Pipeline Towards Self-Supervised Learning with Uncurated Images","created":"2023-06-07","cited_by_count":7,"area":null},{"id":"2110.14553","title":"GenURL: A General Framework for Unsupervised Representation Learning","created":"2021-10-27","cited_by_count":6,"area":null},{"id":"2203.14896","title":"Multi-Task Learning for Visual Scene Understanding","created":"2022-03-28","cited_by_count":6,"area":null},{"id":"2204.08399","title":"Unsupervised Contrastive Domain Adaptation for Semantic Segmentation","created":"2022-04-18","cited_by_count":6,"area":null},{"id":"2211.15059","title":"Learning Dense Object Descriptors from Multiple Views for Low-shot Category Generalization","created":"2022-11-28","cited_by_count":6,"area":null},{"id":"2303.18101","title":"INoD: Injected Noise Discriminator for Self-Supervised Representation Learning in Agricultural Fields","created":"2023-03-31","cited_by_count":6,"area":null},{"id":"2403.13803","title":"Bounding Box Stability against Feature Dropout Reflects Detector Generalization across Environments","created":"2024-03-20","cited_by_count":6,"area":null},{"id":"2204.04788","title":"Representation Learning by Detecting Incorrect Location Embeddings","created":"2022-04-10","cited_by_count":5,"area":null},{"id":"2208.11821","title":"Refine and Represent: Region-to-Object Representation Learning","created":"2022-08-25","cited_by_count":5,"area":null},{"id":"2210.15818","title":"FUSSL: Fuzzy Uncertain Self Supervised Learning","created":"2022-10-28","cited_by_count":5,"area":null},{"id":"2211.00218","title":"Pixel-Wise Contrastive Distillation","created":"2022-11-01","cited_by_count":5,"area":null},{"id":"2111.12460","title":"ViCE: Improving Dense Representation Learning by Superpixelization and Contrasting Cluster Assignment","created":"2021-11-24","cited_by_count":4,"area":null},{"id":"2210.14383","title":"CLIP-FLow: Contrastive Learning by semi-supervised Iterative Pseudo labeling for Optical Flow Estimation","created":"2022-10-25","cited_by_count":4,"area":null},{"id":"2207.03866","title":"Pixel-level Correspondence for Self-Supervised Learning from Video","created":"2022-07-08","cited_by_count":3,"area":null},{"id":"2208.04268","title":"Label-Free Synthetic Pretraining of Object Detectors","created":"2022-08-08","cited_by_count":3,"area":null},{"id":"2208.14439","title":"Self-Supervised Pyramid Representation Learning for Multi-Label Visual Analysis and Beyond","created":"2022-08-30","cited_by_count":3,"area":null},{"id":"2303.16947","title":"De-coupling and De-positioning Dense Self-supervised Learning","created":"2023-03-29","cited_by_count":3,"area":null},{"id":"2310.16835","title":"Proposal-Contrastive Pretraining for Object Detection from Fewer Data","created":"2023-10-25","cited_by_count":3,"area":null},{"id":"2402.03456","title":"Constrained Multiview Representation for Self-supervised Contrastive Learning","created":"2024-02-05","cited_by_count":3,"area":null},{"id":"2403.06813","title":"LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations","created":"2024-03-11","cited_by_count":3,"area":null},{"id":"2505.13584","title":"Self-Supervised Learning for Image Segmentation: A Comprehensive Survey","created":"2025-05-19","cited_by_count":3,"area":null},{"id":"2203.07825","title":"SPA-VAE: Similar-Parts-Assignment for Unsupervised 3D Point Cloud Generation","created":"2022-03-15","cited_by_count":2,"area":null},{"id":"2308.08242","title":"Contrastive Learning for Lane Detection via cross-similarity","created":"2023-08-16","cited_by_count":2,"area":null},{"id":"2310.00527","title":"Self-supervised Learning of Contextualized Local Visual Embeddings","created":"2023-10-01","cited_by_count":2,"area":null},{"id":"2407.02014","title":"Multi-Grained Contrast for Data-Efficient Unsupervised Representation Learning","created":"2024-07-02","cited_by_count":2,"area":null},{"id":"2410.07442","title":"Self-Supervised Learning for Real-World Object Detection: a Survey","created":"2024-10-09","cited_by_count":2,"area":null},{"id":"2411.06091","title":"Pattern Integration and Enhancement Vision Transformer for Self-Supervised Learning in Remote Sensing","created":"2024-11-09","cited_by_count":2,"area":null},{"id":"2201.06173","title":"SunCast: Solar Irradiance Nowcasting from Geosynchronous Satellite Data","created":"2022-01-17","cited_by_count":1,"area":null},{"id":"2203.09343","title":"CYBORGS: Contrastively Bootstrapping Object Representations by Grounding in Segmentation","created":"2022-03-17","cited_by_count":1,"area":null},{"id":"2211.13844","title":"Ladder Siamese Network: a Method and Insights for Multi-level Self-Supervised Learning","created":"2022-11-25","cited_by_count":1,"area":null},{"id":"2302.00858","title":"Online Continual Learning via the Knowledge Invariant and Spread-out Properties","created":"2023-02-02","cited_by_count":1,"area":null},{"id":"2303.08481","title":"SeqCo-DETR: Sequence Consistency Training for Self-Supervised Object Detection with Transformers","created":"2023-03-15","cited_by_count":1,"area":null},{"id":"2304.02010","title":"Multi-Level Contrastive Learning for Dense Prediction Task","created":"2023-04-04","cited_by_count":1,"area":null},{"id":"2407.13751","title":"Temporal Representation Learning for Stock Similarities and Its Applications in Investment Management","created":"2024-07-18","cited_by_count":1,"area":null},{"id":"2501.10131","title":"ACE: Anatomically Consistent Embeddings in Composition and Decomposition","created":"2025-01-17","cited_by_count":1,"area":null},{"id":"2509.17816","title":"Enhancing Semantic Segmentation with Continual Self-Supervised Pre-training","created":"2025-09-22","cited_by_count":1,"area":null},{"id":"2306.01929","title":"Recent Advances of Local Mechanisms in Computer Vision: A Survey and Outlook of Recent Work","created":"2023-06-02","cited_by_count":0,"area":null},{"id":"2306.15128","title":"MIMIC: Masked Image Modeling with Image Correspondences","created":"2023-06-27","cited_by_count":0,"area":null},{"id":"2311.06868","title":"Concept-wise Fine-tuning Matters in Preventing Negative Transfer","created":"2023-11-12","cited_by_count":0,"area":null},{"id":"2407.17671","title":"Unsqueeze [CLS] Bottleneck to Learn Rich Representations","created":"2024-07-24","cited_by_count":0,"area":null},{"id":"2410.07437","title":"Robust infrared small target detection using self-supervised and a contrario paradigms","created":"2024-10-09","cited_by_count":0,"area":null},{"id":"2412.02896","title":"GUESS: Generative Uncertainty Ensemble for Self Supervision","created":"2024-12-03","cited_by_count":0,"area":null},{"id":"2506.07364","title":"Multiple Object Stitching for Unsupervised Representation Learning","created":"2025-06-09","cited_by_count":0,"area":null},{"id":"2509.23770","title":"GenView++: Unifying Adaptive Generative Augmentation and Quality-Driven Supervision for Contrastive Representation Learning","created":"2025-09-28","cited_by_count":0,"area":null},{"id":"2511.07808","title":"DI3CL: Contrastive Learning With Dynamic Instances and Contour Consistency for SAR Land-Cover Classification Foundation Model","created":"2025-11-11","cited_by_count":0,"area":null},{"id":"2602.05845","title":"Self-Supervised Learning with a Multi-Task Latent Space Objective","created":"2026-02-05","cited_by_count":0,"area":null},{"id":"2602.17484","title":"Tracing Copied Pixels and Regularizing Patch Affinity in Copy Detection","created":"2026-02-19","cited_by_count":0,"area":null},{"id":"2606.14555","title":"Rethinking Global Average Pooling: Your Classifier Is Secretly a Multi-Instance Learner","created":"2026-06-12","cited_by_count":0,"area":null},{"id":"2608.19766","title":"Far from the Crowd: Scalable Self-Supervised Learning via Geographic Isolation","created":"2026-08-20","cited_by_count":0,"area":null}],"next_cursor":null}