{"total":39,"rows":[{"id":"2105.04906","title":"VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning","created":"2021-05-11","cited_by_count":1057,"area":null},{"id":"2104.14548","title":"With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations","created":"2021-04-29","cited_by_count":326,"area":null},{"id":"2109.14279","title":"Localizing Objects with Self-Supervised Transformers and no Labels","created":"2021-09-29","cited_by_count":230,"area":null},{"id":"2203.15102","title":"Rethinking Semantic Segmentation: A Prototype View","created":"2022-03-28","cited_by_count":140,"area":null},{"id":"2106.10731","title":"Neighborhood Contrastive Learning for Novel Class Discovery","created":"2021-06-20","cited_by_count":121,"area":null},{"id":"2401.08541","title":"Scalable Pre-training of Large Autoregressive Image Models","created":"2024-01-16","cited_by_count":115,"area":null},{"id":"2103.16559","title":"Broaden Your Views for Self-Supervised Video Learning","created":"2021-03-30","cited_by_count":108,"area":null},{"id":"2106.03746","title":"Efficient Training of Visual Transformers with Small Datasets","created":"2021-06-07","cited_by_count":108,"area":null},{"id":"2105.07269","title":"Mean Shift for Self-Supervised Learning","created":"2021-05-15","cited_by_count":65,"area":null},{"id":"2112.01514","title":"Self-supervised Video Transformer","created":"2021-12-02","cited_by_count":64,"area":null},{"id":"2209.07383","title":"Visual Recognition with Deep Nearest Centroids","created":"2022-09-15","cited_by_count":59,"area":null},{"id":"2203.14415","title":"Mugs: A Multi-Granular Self-Supervised Learning Framework","created":"2022-03-27","cited_by_count":54,"area":null},{"id":"2105.13353","title":"Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering","created":"2021-05-27","cited_by_count":49,"area":null},{"id":"2203.09744","title":"Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation","created":"2022-03-18","cited_by_count":47,"area":null},{"id":"2210.16721","title":"Exemplar Guided Deep Neural Network for Spatial Transcriptomics Analysis of Gene Expression Prediction","created":"2022-10-30","cited_by_count":39,"area":null},{"id":"2201.01283","title":"Self-supervised Learning from 100 Million Medical Images","created":"2022-01-04","cited_by_count":31,"area":null},{"id":"2104.06401","title":"Self-supervised object detection from audio-visual correspondence","created":"2021-04-13","cited_by_count":29,"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":"2206.03826","title":"Towards Understanding Why Mask-Reconstruction Pretraining Helps in Downstream Tasks","created":"2022-06-08","cited_by_count":18,"area":null},{"id":"2105.07637","title":"Class-Incremental Few-Shot Object Detection","created":"2021-05-17","cited_by_count":13,"area":null},{"id":"2111.12263","title":"APANet: Adaptive Prototypes Alignment Network for Few-Shot Semantic Segmentation","created":"2021-11-24","cited_by_count":11,"area":null},{"id":"2209.03268","title":"Measuring the Interpretability of Unsupervised Representations via Quantized Reverse Probing","created":"2022-09-07","cited_by_count":8,"area":null},{"id":"2312.02151","title":"Guarding Barlow Twins Against Overfitting with Mixed Samples","created":"2023-12-04","cited_by_count":8,"area":null},{"id":"2211.02284","title":"Unsupervised Visual Representation Learning via Mutual Information Regularized Assignment","created":"2022-11-04","cited_by_count":7,"area":null},{"id":"2109.04003","title":"Improving Deep Metric Learning by Divide and Conquer","created":"2021-09-09","cited_by_count":5,"area":null},{"id":"2206.04636","title":"Spatial Entropy as an Inductive Bias for Vision Transformers","created":"2022-06-09","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":"2305.13520","title":"Tied-Augment: Controlling Representation Similarity Improves Data Augmentation","created":"2023-05-22","cited_by_count":5,"area":null},{"id":"2104.09216","title":"SCNet: Enhancing Few-Shot Semantic Segmentation by Self-Contrastive Background Prototypes","created":"2021-04-19","cited_by_count":4,"area":null},{"id":"2203.01881","title":"Measuring Self-Supervised Representation Quality for Downstream Classification using Discriminative Features","created":"2022-03-03","cited_by_count":4,"area":null},{"id":"2308.01140","title":"Dynamically Scaled Temperature in Self-Supervised Contrastive Learning","created":"2023-08-02","cited_by_count":4,"area":null},{"id":"2511.08263","title":"ImagebindDC: Compressing Multi-modal Data with Imagebind-based Condensation","created":"2025-11-11","cited_by_count":4,"area":null},{"id":"2111.04845","title":"Hybrid BYOL-ViT: Efficient approach to deal with small datasets","created":"2021-11-08","cited_by_count":2,"area":null},{"id":"2111.08259","title":"Pose Recognition in the Wild: Animal pose estimation using Agglomerative Clustering and Contrastive Learning","created":"2021-11-16","cited_by_count":1,"area":null},{"id":"2306.01623","title":"HomE: Homography-Equivariant Video Representation Learning","created":"2023-06-02","cited_by_count":1,"area":null},{"id":"2402.06737","title":"ExGRG: Explicitly-Generated Relation Graph for Self-Supervised Representation Learning","created":"2024-02-09","cited_by_count":1,"area":null},{"id":"2211.10469","title":"Hub-VAE: Unsupervised Hub-based Regularization of Variational Autoencoders","created":"2022-11-18","cited_by_count":0,"area":null},{"id":"2309.03999","title":"Adapting Self-Supervised Representations to Multi-Domain Setups","created":"2023-09-07","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}],"next_cursor":null}