Methods › General › Self-Supervised Learning › MAE

Masked autoencoder

MAE

722 papers tagged archive 2025-07-28

Introduced by Kaiming He et al. in Masked Autoencoders Are Scalable Vision Learners

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The archive carries no description for this method.

Papers archive 2025-07-28

30 shown of 722, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• Meta-autoencoders: An approach to discovery and representation of relationships between dynamically evolving classes
  12 Jul 2025 · 0 repositories · arXiv:2507.09362
• MoFE-Time: Mixture of Frequency Domain Experts for Time-Series Forecasting Models
  9 Jul 2025 · 1 repository · arXiv:2507.06502
• Continual Self-Supervised Learning with Masked Autoencoders in Remote Sensing
  26 Jun 2025 · 0 repositories · arXiv:2506.21312
• Cloud-Aware SAR Fusion for Enhanced Optical Sensing in Space Missions
  22 Jun 2025 · 1 repository · arXiv:2506.17885
• Beyond Force Metrics: Pre-Training MLFFs for Stable MD Simulations
  17 Jun 2025 · 0 repositories · arXiv:2506.14850
• CLGNN: A Contrastive Learning-based GNN Model for Betweenness Centrality Prediction on Temporal Graphs
  17 Jun 2025 · 0 repositories · arXiv:2506.14122
• HydroChronos: Forecasting Decades of Surface Water Change
  17 Jun 2025 · 1 repository · arXiv:2506.14362
• Overcoming Occlusions in the Wild: A Multi-Task Age Head Approach to Age Estimation
  16 Jun 2025 · 0 repositories · arXiv:2506.13445
• Enhancing Privacy: The Utility of Stand-Alone Synthetic CT and MRI for Tumor and Bone Segmentation
  13 Jun 2025 · 0 repositories · arXiv:2506.12106
• DiffPR: Diffusion-Based Phase Reconstruction via Frequency-Decoupled Learning
  12 Jun 2025 · 0 repositories · arXiv:2506.11183
• Disentangling Dual-Encoder Masked Autoencoder for Respiratory Sound Classification
  12 Jun 2025 · 0 repositories · arXiv:2506.10698
• Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement
  12 Jun 2025 · 0 repositories · arXiv:2506.10712
• Enhancing Bagging Ensemble Regression with Data Integration for Time Series-Based Diabetes Prediction
  11 Jun 2025 · 0 repositories · arXiv:2506.13786
• Variational Autoencoder-Based Approach to Latent Feature Analysis on Efficient Representation of Power Load Monitoring Data
  10 Jun 2025 · 0 repositories · arXiv:2506.08698
• CaliciBoost: Performance-Driven Evaluation of Molecular Representations for Caco-2 Permeability Prediction
  9 Jun 2025 · 0 repositories · arXiv:2506.08059
• The Impact of Feature Scaling In Machine Learning: Effects on Regression and Classification Tasks
  9 Jun 2025 · 0 repositories · arXiv:2506.08274
• Trend-Aware Fashion Recommendation with Visual Segmentation and Semantic Similarity
  9 Jun 2025 · 1 repository · arXiv:2506.07773
• Diffusion Transformer-based Universal Dose Denoising for Pencil Beam Scanning Proton Therapy
  4 Jun 2025 · 0 repositories · arXiv:2506.04467
• A combined Machine Learning and Finite Element Modelling tool for the surgical planning of craniosynostosis correction
  2 Jun 2025 · 0 repositories · arXiv:2506.03202
• Gradient Boosting Decision Tree with LSTM for Investment Prediction
  29 May 2025 · 0 repositories · arXiv:2505.23084
• Improving Contrastive Learning for Referring Expression Counting
  28 May 2025 · 1 repository · arXiv:2505.22850
• IMTS is Worth Time × Channel Patches: Visual Masked Autoencoders for Irregular Multivariate Time Series Prediction
  28 May 2025 · 1 repository · arXiv:2505.22815
  Syntology ran 5 of 9 samples · 4 unverified · 9 pointer-only (licence)
• Unified Deep Learning Approach for Estimating the Metallicities of RR Lyrae Stars Using light curves from Gaia Data Release 3
  27 May 2025 · 0 repositories · arXiv:2505.20947
• Advancements in Medical Image Classification through Fine-Tuning Natural Domain Foundation Models
  26 May 2025 · 1 repository · arXiv:2505.19779
• Evaluating the Performance of Nigerian Lecturers using Multilayer Perceptron
  22 May 2025 · 0 repositories · arXiv:2505.17143
• Estimation methods of Matrix-valued AR model
  21 May 2025 · 0 repositories · arXiv:2505.15220
• gen2seg: Generative Models Enable Generalizable Instance Segmentation
  21 May 2025 · 0 repositories · arXiv:2505.15263
• Multi-Channel Swin Transformer Framework for Bearing Remaining Useful Life Prediction
  20 May 2025 · 0 repositories · arXiv:2505.14897
• AutoMat: Enabling Automated Crystal Structure Reconstruction from Microscopy via Agentic Tool Use
  19 May 2025 · 1 repository · arXiv:2505.12650
• GAIA: A Foundation Model for Operational Atmospheric Dynamics
  15 May 2025 · 0 repositories · arXiv:2505.18179

Tasks archive 2025-07-28

20 shown of 451 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections