{"total":75,"rows":[{"id":"2206.10207","title":"SemMAE: Semantic-Guided Masking for Learning Masked Autoencoders","created":"2022-06-21","cited_by_count":114,"area":null},{"id":"2206.07706","title":"Masked Frequency Modeling for Self-Supervised Visual Pre-Training","created":"2022-06-15","cited_by_count":71,"area":null},{"id":"2304.05919","title":"Hard Patches Mining for Masked Image Modeling","created":"2023-04-12","cited_by_count":57,"area":null},{"id":"2208.04164","title":"Understanding Masked Image Modeling via Learning Occlusion Invariant Feature","created":"2022-08-08","cited_by_count":50,"area":null},{"id":"2306.04898","title":"Understanding Masked Autoencoders via Hierarchical Latent Variable Models","created":"2023-06-08","cited_by_count":39,"area":null},{"id":"2303.17152","title":"Mixed Autoencoder for Self-supervised Visual Representation Learning","created":"2023-03-30","cited_by_count":38,"area":null},{"id":"2302.05615","title":"Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image Analysis","created":"2023-02-11","cited_by_count":26,"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":"2412.12032","title":"FSFM: A Generalizable Face Security Foundation Model via Self-Supervised Facial Representation Learning","created":"2024-12-16","cited_by_count":23,"area":null},{"id":"2308.16572","title":"CL-MAE: Curriculum-Learned Masked Autoencoders","created":"2023-08-31","cited_by_count":22,"area":null},{"id":"2402.14391","title":"MAPE-PPI: Towards Effective and Efficient Protein-Protein Interaction Prediction via Microenvironment-Aware Protein Embedding","created":"2024-02-22","cited_by_count":22,"area":null},{"id":"2206.04667","title":"Extreme Masking for Learning Instance and Distributed Visual Representations","created":"2022-06-09","cited_by_count":21,"area":null},{"id":"2303.06583","title":"Improving Masked Autoencoders by Learning Where to Mask","created":"2023-03-12","cited_by_count":20,"area":null},{"id":"2410.19560","title":"Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning","created":"2024-10-25","cited_by_count":20,"area":null},{"id":"2212.13805","title":"Swin MAE: Masked Autoencoders for Small Datasets","created":"2022-12-28","cited_by_count":17,"area":null},{"id":"2303.01669","title":"Learning Common Rationale to Improve Self-Supervised Representation for Fine-Grained Visual Recognition Problems","created":"2023-03-03","cited_by_count":14,"area":null},{"id":"2404.08327","title":"Salience-Based Adaptive Masking: Revisiting Token Dynamics for Enhanced Pre-training","created":"2024-04-12","cited_by_count":14,"area":null},{"id":"2401.00897","title":"Masked Modeling for Self-supervised Representation Learning on Vision and Beyond","created":"2023-12-31","cited_by_count":13,"area":null},{"id":"2303.05475","title":"Mimic before Reconstruct: Enhancing Masked Autoencoders with Feature Mimicking","created":"2023-03-09","cited_by_count":12,"area":null},{"id":"2406.11933","title":"Harnessing Massive Satellite Imagery with Efficient Masked Image Modeling","created":"2024-06-17","cited_by_count":12,"area":null},{"id":"2206.08222","title":"Adapting Self-Supervised Vision Transformers by Probing Attention-Conditioned Masking Consistency","created":"2022-06-16","cited_by_count":11,"area":null},{"id":"2310.18737","title":"Pre-training with Random Orthogonal Projection Image Modeling","created":"2023-10-28","cited_by_count":11,"area":null},{"id":"2303.06121","title":"Ignorance is Bliss: Robust Control via Information Gating","created":"2023-03-10","cited_by_count":10,"area":null},{"id":"2407.06468","title":"AnatoMask: Enhancing Medical Image Segmentation with Reconstruction-guided Self-masking","created":"2024-07-09","cited_by_count":10,"area":null},{"id":"2405.17995","title":"DMT-JEPA: Discriminative Masked Targets for Joint-Embedding Predictive Architecture","created":"2024-05-28","cited_by_count":8,"area":null},{"id":"2407.13036","title":"ColorMAE: Exploring data-independent masking strategies in Masked AutoEncoders","created":"2024-07-17","cited_by_count":8,"area":null},{"id":"2601.21031","title":"SIGMA-PPG: Statistical-prior Informed Generative Masking Architecture for PPG Foundation Model","created":"2026-01-28","cited_by_count":8,"area":null},{"id":"2212.10729","title":"UnICLAM:Contrastive Representation Learning with Adversarial Masking for Unified and Interpretable Medical Vision Question Answering","created":"2022-12-21","cited_by_count":6,"area":null},{"id":"2212.13425","title":"GEDI: GEnerative and DIscriminative Training for Self-Supervised Learning","created":"2022-12-27","cited_by_count":6,"area":null},{"id":"2301.00230","title":"Disjoint Masking with Joint Distillation for Efficient Masked Image Modeling","created":"2022-12-31","cited_by_count":6,"area":null},{"id":"2211.06012","title":"Masked Contrastive Representation Learning","created":"2022-11-11","cited_by_count":5,"area":null},{"id":"2312.13714","title":"Bootstrap Masked Visual Modeling via Hard Patches Mining","created":"2023-12-21","cited_by_count":5,"area":null},{"id":"2404.12210","title":"An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-Training","created":"2024-04-18","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":"2210.13463","title":"Adversarial Pretraining of Self-Supervised Deep Networks: Past, Present and Future","created":"2022-10-23","cited_by_count":3,"area":null},{"id":"2211.07889","title":"Pretraining ECG Data with Adversarial Masking Improves Model Generalizability for Data-Scarce Tasks","created":"2022-11-15","cited_by_count":3,"area":null},{"id":"2211.08282","title":"Homomorphic Self-Supervised Learning","created":"2022-11-15","cited_by_count":3,"area":null},{"id":"2301.12058","title":"Aerial Image Object Detection With Vision Transformer Detector (ViTDet)","created":"2023-01-28","cited_by_count":3,"area":null},{"id":"2302.00207","title":"Distributed Traffic Synthesis and Classification in Edge Networks: A Federated Self-supervised Learning Approach","created":"2023-02-01","cited_by_count":3,"area":null},{"id":"2304.00601","title":"Constructive Assimilation: Boosting Contrastive Learning Performance through View Generation Strategies","created":"2023-04-02","cited_by_count":3,"area":null},{"id":"2504.03587","title":"AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing","created":"2025-04-04","cited_by_count":3,"area":null},{"id":"2507.19773","title":"Self-Guided Masked Autoencoder","created":"2025-07-26","cited_by_count":3,"area":null},{"id":"2509.21650","title":"Understanding and Enhancing Mask-Based Pretraining towards Universal Representations","created":"2025-09-25","cited_by_count":3,"area":null},{"id":"2302.14256","title":"Remote Sensing Scene Classification with Masked Image Modeling (MIM)","created":"2023-02-28","cited_by_count":2,"area":null},{"id":"2303.12736","title":"DPPMask: Masked Image Modeling with Determinantal Point Processes","created":"2023-03-13","cited_by_count":2,"area":null},{"id":"2308.03272","title":"Feature-Suppressed Contrast for Self-Supervised Food Pre-training","created":"2023-08-07","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":"2310.05108","title":"Enhancing Representations through Heterogeneous Self-Supervised Learning","created":"2023-10-08","cited_by_count":2,"area":null},{"id":"2402.14789","title":"Self-Guided Masked Autoencoders for Domain-Agnostic Self-Supervised Learning","created":"2024-02-22","cited_by_count":2,"area":null},{"id":"2406.10673","title":"SemanticMIM: Marring Masked Image Modeling with Semantics Compression for General Visual Representation","created":"2024-06-15","cited_by_count":2,"area":null},{"id":"2407.11537","title":"AEMIM: Adversarial Examples Meet Masked Image Modeling","created":"2024-07-16","cited_by_count":2,"area":null},{"id":"2502.06314","title":"From Pixels to Components: Eigenvector Masking for Visual Representation Learning","created":"2025-02-10","cited_by_count":2,"area":null},{"id":"2309.12757","title":"Masking Improves Contrastive Self-Supervised Learning for ConvNets, and Saliency Tells You Where","created":"2023-09-22","cited_by_count":1,"area":null},{"id":"2401.08079","title":"Adversarial Masking Contrastive Learning for vein recognition","created":"2024-01-16","cited_by_count":1,"area":null},{"id":"2402.17622","title":"Masked Gamma-SSL: Learning Uncertainty Estimation via Masked Image Modeling","created":"2024-02-27","cited_by_count":1,"area":null},{"id":"2504.09155","title":"Evolved Hierarchical Masking for Self-Supervised Learning","created":"2025-04-12","cited_by_count":1,"area":null},{"id":"2507.22404","title":"MINR: Implicit Neural Representations with Masked Image Modelling","created":"2025-07-30","cited_by_count":1,"area":null},{"id":"2601.22108","title":"Learning What to Predict: Downstream-Guided Task Design for Continued Pretraining","created":"2026-01-29","cited_by_count":1,"area":null},{"id":"2206.08564","title":"MET: Masked Encoding for Tabular Data","created":"2022-06-17","cited_by_count":0,"area":null},{"id":"2212.08277","title":"Improving self-supervised representation learning via sequential adversarial masking","created":"2022-12-16","cited_by_count":0,"area":null},{"id":"2305.18485","title":"Autoencoding Conditional Neural Processes for Representation Learning","created":"2023-05-29","cited_by_count":0,"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":"2307.05325","title":"Self-supervised adversarial masking for 3D point cloud representation learning","created":"2023-07-11","cited_by_count":0,"area":null},{"id":"2310.01209","title":"Self-distilled Masked Attention guided masked image modeling with noise Regularized Teacher (SMART) for medical image analysis","created":"2023-10-02","cited_by_count":0,"area":null},{"id":"2310.07021","title":"Pre-Trained Masked Image Model for Mobile Robot Navigation","created":"2023-10-10","cited_by_count":0,"area":null},{"id":"2402.18128","title":"Downstream Task Guided Masking Learning in Masked Autoencoders Using Multi-Level Optimization","created":"2024-02-28","cited_by_count":0,"area":null},{"id":"2403.16242","title":"Adversarially Masked Video Consistency for Unsupervised Domain Adaptation","created":"2024-03-24","cited_by_count":0,"area":null},{"id":"2501.13718","title":"A Mutual Information Perspective on Multiple Latent Variable Generative Models for Positive View Generation","created":"2025-01-23","cited_by_count":0,"area":null},{"id":"2603.09955","title":"From Semantics to Pixels: Coarse-to-Fine Masked Autoencoders for Hierarchical Visual Understanding","created":"2026-03-10","cited_by_count":0,"area":null},{"id":"2603.29009","title":"MEDiC: Multi-objective Exploration of Distillation from CLIP","created":"2026-03-30","cited_by_count":0,"area":null},{"id":"2604.14506","title":"Co-distilled attention guided masked image modeling with noisy teacher for self-supervised learning on medical images","created":"2026-04-16","cited_by_count":0,"area":null},{"id":"2609.15187","title":"Does Attention-Guided Masking Really Help Object Discovery in Object-Centric Learning?","created":"2026-09-14","cited_by_count":0,"area":null},{"id":"2609.25650","title":"Decoupling Disease, Covariates, and Individual Variability: A Unified Disentanglement Framework for Medical Image Classification","created":"2026-09-22","cited_by_count":0,"area":null},{"id":"2609.32481","title":"JEPA Learns What the Mask Leaves Unrecoverable","created":"2026-09-26","cited_by_count":0,"area":null},{"id":"2609.38278","title":"Masked Swingers: Harnessing Data Augmentation to Advance Autoencoders for Self-Supervised Learning","created":"2026-09-29","cited_by_count":0,"area":null}],"next_cursor":null}