Browse State-of-the-Art › Self-Supervised Learning › Papers, page 26

Self-Supervised Learning

Papers archive 2025-07-28

archive papers tagged: 5,044 · with a code link: 2,293 · where Syntology ran a sample: 666 (581 with a run with no instrument failure, 85 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (666 of 5,044 tagged: 581 with a run with no instrument failure, 85 where every run was a failure of Syntology's instrument)

Page 26 of 51: papers 2,501 to 2,600 of 5,044, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Beyond H&E: Unlocking Pathological Insights with Polarization via Self-supervised Learning
  5 Mar 2025 0 repositories listed
• A dataset-free approach for self-supervised learning of 3D reflectional symmetries
  4 Mar 2025 0 repositories listed
• Beyond Cosine Decay: On the effectiveness of Infinite Learning Rate Schedule for Continual Pre-training
  4 Mar 2025 0 repositories listed
• Leveraging Self-Supervised Learning Methods for Remote Screening of Subjects with Paroxysmal Atrial Fibrillation
  4 Mar 2025 0 repositories listed
• Unsupervised Waste Classification By Dual-Encoder Contrastive Learning and Multi-Clustering Voting (DECMCV)
  4 Mar 2025 0 repositories listed
• Lossy Neural Compression for Geospatial Analytics: A Review
  3 Mar 2025 0 repositories listed
• EasyCraft: A Robust and Efficient Framework for Automatic Avatar Crafting
  3 Mar 2025 0 repositories listed
• Random Walks in Self-supervised Learning for Triangular Meshes
  2 Mar 2025 0 repositories listed
• Wavelet-Driven Masked Image Modeling: A Path to Efficient Visual Representation
  2 Mar 2025 0 repositories listed
• Bilevel Optimized Implicit Neural Representation for Scan-Specific Accelerated MRI Reconstruction
  28 Feb 2025 0 repositories listed
• Sixth-Sense: Self-Supervised Learning of Spatial Awareness of Humans from a Planar Lidar
  28 Feb 2025 0 repositories listed
• CS-PaperSum: A Large-Scale Dataset of AI-Generated Summaries for Scientific Papers
  27 Feb 2025 0 repositories listed
• Learning Mask Invariant Mutual Information for Masked Image Modeling
  27 Feb 2025 0 repositories listed
• Multi-Scale Neighborhood Occupancy Masked Autoencoder for Self-Supervised Learning in LiDAR Point Clouds
  27 Feb 2025 0 repositories listed
• SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning
  27 Feb 2025 0 repositories listed
• Mixtraining: A Better Trade-Off Between Compute and Performance
  26 Feb 2025 0 repositories listed
• SLAM in the Dark: Self-Supervised Learning of Pose, Depth and Loop-Closure from Thermal Images
  26 Feb 2025 0 repositories listed
• Stealthy Backdoor Attack in Self-Supervised Learning Vision Encoders for Large Vision Language Models
  25 Feb 2025 0 repositories listed Syntology 0 ran · 3 unverified (of 3 harvested samples)
• Fair Foundation Models for Medical Image Analysis: Challenges and Perspectives
  24 Feb 2025 0 repositories listed
• CrossFuse: Learning Infrared and Visible Image Fusion by Cross-Sensor Top-K Vision Alignment and Beyond
  20 Feb 2025 0 repositories listed
• Graph Anomaly Detection via Adaptive Test-time Representation Learning across Out-of-Distribution Domains
  20 Feb 2025 0 repositories listed
• Not All Data are Good Labels: On the Self-supervised Labeling for Time Series Forecasting
  20 Feb 2025 0 repositories listed Syntology 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• AS-GCL: Asymmetric Spectral Augmentation on Graph Contrastive Learning
  19 Feb 2025 0 repositories listed
• Learning To Explore With Predictive World Model Via Self-Supervised Learning
  18 Feb 2025 0 repositories listed
• A MIMO Wireless Channel Foundation Model via CIR-CSI Consistency
  17 Feb 2025 0 repositories listed
• Fusion of ECG Foundation Model Embeddings to Improve Early Detection of Acute Coronary Syndromes
  17 Feb 2025 0 repositories listed
• Is Self-Supervised Pre-training on Satellite Imagery Better than ImageNet? A Systematic Study with Sentinel-2
  15 Feb 2025 0 repositories listed
• Insect-Foundation: A Foundation Model and Large Multimodal Dataset for Vision-Language Insect Understanding
  14 Feb 2025 0 repositories listed
• Galileo: Learning Global and Local Features in Pretrained Remote Sensing Models
  13 Feb 2025 0 repositories listed
• SinSim: Sinkhorn-Regularized SimCLR
  13 Feb 2025 0 repositories listed
• Two-Stage Representation Learning for Analyzing Movement Behavior Dynamics in People Living with Dementia
  13 Feb 2025 0 repositories listed
• When do neural networks learn world models?
  13 Feb 2025 0 repositories listed
• ActiveSSF: An Active-Learning-Guided Self-Supervised Framework for Long-Tailed Megakaryocyte Classification
  12 Feb 2025 0 repositories listed
• Improving Lesion Segmentation in Medical Images by Global and Regional Feature Compensation
  12 Feb 2025 0 repositories listed
• Screener: Self-supervised Pathology Segmentation Model for 3D Medical Images
  12 Feb 2025 0 repositories listed
• Captured by Captions: On Memorization and its Mitigation in CLIP Models
  11 Feb 2025 0 repositories listed
• Federated Self-supervised Domain Generalization for Label-efficient Polyp Segmentation
  11 Feb 2025 0 repositories listed
• Large Cognition Model: Towards Pretrained EEG Foundation Model
  11 Feb 2025 0 repositories listed
• Dual Conic Proxy for Semidefinite Relaxation of AC Optimal Power Flow
  10 Feb 2025 0 repositories listed
• Motion Forecasting for Autonomous Vehicles: A Survey
  10 Feb 2025 0 repositories listed
• SAFE: Self-Supervised Anomaly Detection Framework for Intrusion Detection
  10 Feb 2025 0 repositories listed
• On the use of Performer and Agent Attention for Spoken Language Identification
  9 Feb 2025 0 repositories listed
• Synergistic Effects of Knowledge Distillation and Structured Pruning for Self-Supervised Speech Models
  9 Feb 2025 0 repositories listed
• Target Speaker Lipreading by Audio-Visual Self-Distillation Pretraining and Speaker Adaptation
  9 Feb 2025 0 repositories listed
• A Foundational Brain Dynamics Model via Stochastic Optimal Control
  7 Feb 2025 0 repositories listed
• Learning Street View Representations with Spatiotemporal Contrast
  7 Feb 2025 0 repositories listed
• Self-Supervised Learning for Pre-training Capsule Networks: Overcoming Medical Imaging Dataset Challenges
  7 Feb 2025 0 repositories listed
• Singing Voice Conversion with Accompaniment Using Self-Supervised Representation-Based Melody Features
  7 Feb 2025 0 repositories listed
• Unified Approaches in Self-Supervised Event Stream Modeling: Progress and Prospects
  7 Feb 2025 0 repositories listed
• MetaFE-DE: Learning Meta Feature Embedding for Depth Estimation from Monocular Endoscopic Images
  5 Feb 2025 0 repositories listed
• A Self-Supervised Framework for Improved Generalisability in Ultrasound B-mode Image Segmentation
  4 Feb 2025 0 repositories listed
• Astromer 2
  4 Feb 2025 0 repositories listed
• Particle Trajectory Representation Learning with Masked Point Modeling
  4 Feb 2025 0 repositories listed
• EmoTalkingGaussian: Continuous Emotion-conditioned Talking Head Synthesis
  2 Feb 2025 0 repositories listed
• A Checks-and-Balances Framework for Context-Aware Ethical AI Alignment
  31 Jan 2025 0 repositories listed
• Language Bias in Self-Supervised Learning For Automatic Speech Recognition
  31 Jan 2025 0 repositories listed
• Self-Supervised Learning Using Nonlinear Dependence
  31 Jan 2025 0 repositories listed
• Clustering Properties of Self-Supervised Learning
  30 Jan 2025 0 repositories listed
• Temperature-Free Loss Function for Contrastive Learning
  29 Jan 2025 0 repositories listed
• Beyond-Labels: Advancing Open-Vocabulary Segmentation With Vision-Language Models
  28 Jan 2025 0 repositories listed
• Few Edges Are Enough: Few-Shot Network Attack Detection with Graph Neural Networks
  28 Jan 2025 0 repositories listed
• A Survey on Computational Pathology Foundation Models: Datasets, Adaptation Strategies, and Evaluation Tasks
  27 Jan 2025 0 repositories listed
• Enhancing and Exploring Mild Cognitive Impairment Detection with W2V-BERT-2.0
  27 Jan 2025 0 repositories listed
• Efficient Self-Supervised Grading of Prostate Cancer Pathology
  26 Jan 2025 0 repositories listed
• Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models
  26 Jan 2025 0 repositories listed
• Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets?
  26 Jan 2025 0 repositories listed
• ACT-JEPA: Joint-Embedding Predictive Architecture Improves Policy Representation Learning
  24 Jan 2025 0 repositories listed
• A Mutual Information Perspective on Multiple Latent Variable Generative Models for Positive View Generation
  23 Jan 2025 0 repositories listed
• DQ-Data2vec: Decoupling Quantization for Multilingual Speech Recognition
  23 Jan 2025 0 repositories listed
• PromptMono: Cross Prompting Attention for Self-Supervised Monocular Depth Estimation in Challenging Environments
  23 Jan 2025 0 repositories listed
• Towards Intelligent Design: A Self-driven Framework for Collocated Clothing Synthesis Leveraging Fashion Styles and Textures
  23 Jan 2025 0 repositories listed
• A Novel Tracking Framework for Devices in X-ray Leveraging Supplementary Cue-Driven Self-Supervised Features
  22 Jan 2025 0 repositories listed
• A Probabilistic Model for Self-Supervised Learning
  22 Jan 2025 0 repositories listed
• A Hybrid Supervised and Self-Supervised Graph Neural Network for Edge-Centric Applications
  21 Jan 2025 0 repositories listed
• With Great Backbones Comes Great Adversarial Transferability
  21 Jan 2025 0 repositories listed
• Enhancing SAR Object Detection with Self-Supervised Pre-training on Masked Auto-Encoders
  20 Jan 2025 0 repositories listed
• CEReBrO: Compact Encoder for Representations of Brain Oscillations Using Efficient Alternating Attention
  18 Jan 2025 0 repositories listed
• Exploring Siamese Networks in Self-Supervised Fast MRI Reconstruction
  18 Jan 2025 0 repositories listed
• Applying General Turn-taking Models to Conversational Human-Robot Interaction
  15 Jan 2025 0 repositories listed
• InfoHier: Hierarchical Information Extraction via Encoding and Embedding
  15 Jan 2025 0 repositories listed
• EarthView: A Large Scale Remote Sensing Dataset for Self-Supervision
  14 Jan 2025 0 repositories listed
• Improving Cross-Lingual Phonetic Representation of Low-Resource Languages Through Language Similarity Analysis
  12 Jan 2025 0 repositories listed
• Towards Early Prediction of Self-Supervised Speech Model Performance
  10 Jan 2025 0 repositories listed
• Learning Compact and Robust Representations for Anomaly Detection
  9 Jan 2025 0 repositories listed
• Probing Speaker-specific Features in Speaker Representations
  9 Jan 2025 0 repositories listed
• Towards Fingerprint Mosaicking Artifact Detection: A Self-Supervised Deep Learning Approach
  9 Jan 2025 0 repositories listed
• Continual Self-supervised Learning Considering Medical Domain Knowledge in Chest CT Images
  8 Jan 2025 0 repositories listed
• Edit as You See: Image-guided Video Editing via Masked Motion Modeling
  8 Jan 2025 0 repositories listed
• Deep Learning within Tabular Data: Foundations, Challenges, Advances and Future Directions
  7 Jan 2025 0 repositories listed
• Radar Signal Recognition through Self-Supervised Learning and Domain Adaptation
  7 Jan 2025 0 repositories listed
• SELMA3D challenge: Self-supervised learning for 3D light-sheet microscopy image segmentation
  7 Jan 2025 0 repositories listed
• Towards a Generalizable Speech Marker for Parkinson's Disease Diagnosis
  7 Jan 2025 0 repositories listed
• TrojanDec: Data-free Detection of Trojan Inputs in Self-supervised Learning
  7 Jan 2025 0 repositories listed
• Gaussian Masked Autoencoders
  6 Jan 2025 0 repositories listed
• Human Gaze Boosts Object-Centered Representation Learning
  6 Jan 2025 0 repositories listed
• LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views
  6 Jan 2025 0 repositories listed
• Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining
  6 Jan 2025 0 repositories listed
• Seeing the Whole in the Parts in Self-Supervised Representation Learning
  6 Jan 2025 0 repositories listed
• Enhancing Contrastive Learning for Retinal Imaging via Adjusted Augmentation Scales
  5 Jan 2025 0 repositories listed
• 3D Cloud reconstruction through geospatially-aware Masked Autoencoders
  3 Jan 2025 0 repositories listed

Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.