Browse State-of-the-Art › Self-Supervised Learning › Papers, page 25

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 25 of 51: papers 2,401 to 2,500 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.

• Multimodal Deep Learning for Stroke Prediction and Detection using Retinal Imaging and Clinical Data
  5 May 2025 0 repositories listed
• Enhancing User Sequence Modeling through Barlow Twins-based Self-Supervised Learning
  2 May 2025 0 repositories listed
• Self-Supervised Monocular Visual Drone Model Identification through Improved Occlusion Handling
  30 Apr 2025 0 repositories listed
• Exploring internal representation of self-supervised networks: few-shot learning abilities and comparison with human semantics and recognition of objects
  29 Apr 2025 0 repositories listed
• Contextures: The Mechanism of Representation Learning
  28 Apr 2025 0 repositories listed
• Supervised Pretraining for Material Property Prediction
  27 Apr 2025 0 repositories listed
• Speaker Diarization for Low-Resource Languages Through Wav2vec Fine-Tuning
  23 Apr 2025 0 repositories listed
• Unsupervised Time-Series Signal Analysis with Autoencoders and Vision Transformers: A Review of Architectures and Applications
  23 Apr 2025 0 repositories listed
• Full waveform inversion with CNN-based velocity representation extension
  22 Apr 2025 0 repositories listed
• A Self-supervised Learning Method for Raman Spectroscopy based on Masked Autoencoders
  21 Apr 2025 0 repositories listed
• Automated Measurement of Eczema Severity with Self-Supervised Learning
  21 Apr 2025 0 repositories listed
• Landmark-Free Preoperative-to-Intraoperative Registration in Laparoscopic Liver Resection
  21 Apr 2025 0 repositories listed
• Learned Primal Dual Splitting for Self-Supervised Noise-Adaptive MRI Reconstruction
  21 Apr 2025 0 repositories listed
• On feature representations for marmoset vocal communication analysis
  21 Apr 2025 0 repositories listed
• Can We Ignore Labels In Out of Distribution Detection?
  20 Apr 2025 0 repositories listed
• HFBRI-MAE: Handcrafted Feature Based Rotation-Invariant Masked Autoencoder for 3D Point Cloud Analysis
  19 Apr 2025 0 repositories listed
• An Empirically Grounded Identifiability Theory Will Accelerate Self-Supervised Learning Research
  17 Apr 2025 0 repositories listed
• Can Masked Autoencoders Also Listen to Birds?
  17 Apr 2025 0 repositories listed
• PSG-MAE: Robust Multitask Sleep Event Monitoring using Multichannel PSG Reconstruction and Inter-channel Contrastive Learning
  17 Apr 2025 0 repositories listed
• SAR Object Detection with Self-Supervised Pretraining and Curriculum-Aware Sampling
  17 Apr 2025 0 repositories listed
• H³GNNs: Harmonizing Heterophily and Homophily in GNNs via Joint Structural Node Encoding and Self-Supervised Learning
  16 Apr 2025 0 repositories listed
• RADLER: Radar Object Detection Leveraging Semantic 3D City Models and Self-Supervised Radar-Image Learning
  16 Apr 2025 0 repositories listed
• Securing the Skies: A Comprehensive Survey on Anti-UAV Methods, Benchmarking, and Future Directions
  16 Apr 2025 0 repositories listed
• SIDME: Self-supervised Image Demoiréing via Masked Encoder-Decoder Reconstruction
  16 Apr 2025 0 repositories listed
• Prototype-Guided Diffusion for Digital Pathology: Achieving Foundation Model Performance with Minimal Clinical Data
  15 Apr 2025 0 repositories listed
• Respiratory Inhaler Sound Event Classification Using Self-Supervised Learning
  15 Apr 2025 0 repositories listed
• Towards A Universal Graph Structural Encoder
  15 Apr 2025 0 repositories listed
• InfoMAE: Pair-Efficient Cross-Modal Alignment for Multimodal Time-Series Sensing Signals
  13 Apr 2025 0 repositories listed
• Leveraging Large Self-Supervised Time-Series Models for Transferable Diagnosis in Cross-Aircraft Type Bleed Air System
  12 Apr 2025 0 repositories listed
• Embodied Image Captioning: Self-supervised Learning Agents for Spatially Coherent Image Descriptions
  11 Apr 2025 0 repositories listed
• Impact of Language Guidance: A Reproducibility Study
  10 Apr 2025 0 repositories listed
• JEPA4Rec: Learning Effective Language Representations for Sequential Recommendation via Joint Embedding Predictive Architecture
  10 Apr 2025 0 repositories listed
• Learning Object Focused Attention
  10 Apr 2025 0 repositories listed
• The Efficacy of Semantics-Preserving Transformations in Self-Supervised Learning for Medical Ultrasound
  10 Apr 2025 0 repositories listed
• Dual Deep Learning Approach for Non-invasive Renal Tumour Subtyping with VERDICT-MRI
  9 Apr 2025 0 repositories listed
• Evolutionary algorithms meet self-supervised learning: a comprehensive survey
  9 Apr 2025 0 repositories listed
• A Self-Supervised Framework for Space Object Behaviour Characterisation
  8 Apr 2025 0 repositories listed
• Graph Neural Network-Based Distributed Optimal Control for Linear Networked Systems: An Online Distributed Training Approach
  8 Apr 2025 0 repositories listed
• Leveraging Auto-Distillation and Generative Self-Supervised Learning in Residual Graph Transformers for Enhanced Recommender Systems
  8 Apr 2025 0 repositories listed
• Bridging the Gap between Continuous and Informative Discrete Representations by Random Product Quantization
  7 Apr 2025 0 repositories listed
• Uni4D: A Unified Self-Supervised Learning Framework for Point Cloud Videos
  7 Apr 2025 0 repositories listed
• Variational Self-Supervised Learning
  6 Apr 2025 0 repositories listed
• LV-MAE: Learning Long Video Representations through Masked-Embedding Autoencoders
  4 Apr 2025 0 repositories listed
• MIMRS: A Survey on Masked Image Modeling in Remote Sensing
  4 Apr 2025 0 repositories listed
• Multi-encoder nnU-Net outperforms Transformer models with self-supervised pretraining
  4 Apr 2025 0 repositories listed
• QIRL: Boosting Visual Question Answering via Optimized Question-Image Relation Learning
  4 Apr 2025 0 repositories listed
• RingMoE: Mixture-of-Modality-Experts Multi-Modal Foundation Models for Universal Remote Sensing Image Interpretation
  4 Apr 2025 0 repositories listed
• Towards Computation- and Communication-efficient Computational Pathology
  3 Apr 2025 0 repositories listed
• A Plasticity-Aware Method for Continual Self-Supervised Learning in Remote Sensing
  31 Mar 2025 0 repositories listed
• Learning Velocity and Acceleration: Self-Supervised Motion Consistency for Pedestrian Trajectory Prediction
  31 Mar 2025 0 repositories listed
• PathOrchestra: A Comprehensive Foundation Model for Computational Pathology with Over 100 Diverse Clinical-Grade Tasks
  31 Mar 2025 0 repositories listed
• AU-TTT: Vision Test-Time Training model for Facial Action Unit Detection
  30 Mar 2025 0 repositories listed
• Federated Self-Supervised Learning for One-Shot Cross-Modal and Cross-Imaging Technique Segmentation
  30 Mar 2025 0 repositories listed
• A Self-Supervised Learning of a Foundation Model for Analog Layout Design Automation
  28 Mar 2025 0 repositories listed
• Efficient Building Roof Type Classification: A Domain-Specific Self-Supervised Approach
  28 Mar 2025 0 repositories listed
• Learning Library Cell Representations in Vector Space
  28 Mar 2025 0 repositories listed
• Masked Self-Supervised Pre-Training for Text Recognition Transformers on Large-Scale Datasets
  28 Mar 2025 0 repositories listed
• Magnitude-Phase Dual-Path Speech Enhancement Network based on Self-Supervised Embedding and Perceptual Contrast Stretch Boosting
  27 Mar 2025 0 repositories listed
• Learnable Sequence Augmenter for Triplet Contrastive Learning in Sequential Recommendation
  26 Mar 2025 0 repositories listed
• Small Object Detection: A Comprehensive Survey on Challenges, Techniques and Real-World Applications
  26 Mar 2025 0 repositories listed
• An Overview of Low-Rank Structures in the Training and Adaptation of Large Models
  25 Mar 2025 0 repositories listed
• D2SA: Dual-Stage Distribution and Slice Adaptation for Efficient Test-Time Adaptation in MRI Reconstruction
  25 Mar 2025 0 repositories listed
• Self-Supervised Learning of Motion Concepts by Optimizing Counterfactuals
  25 Mar 2025 0 repositories listed
• Social Network User Profiling for Anomaly Detection Based on Graph Neural Networks
  25 Mar 2025 0 repositories listed
• Foundation Model for Whole-Heart Segmentation: Leveraging Student-Teacher Learning in Multi-Modal Medical Imaging
  24 Mar 2025 0 repositories listed
• HiRes-FusedMIM: A High-Resolution RGB-DSM Pre-trained Model for Building-Level Remote Sensing Applications
  24 Mar 2025 0 repositories listed
• Self-Supervised Learning based on Transformed Image Reconstruction for Equivariance-Coherent Feature Representation
  24 Mar 2025 0 repositories listed
• Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding
  24 Mar 2025 0 repositories listed
• Interpretable Feature Interaction via Statistical Self-supervised Learning on Tabular Data
  23 Mar 2025 0 repositories listed
• PIM: Physics-Informed Multi-task Pre-training for Improving Inertial Sensor-Based Human Activity Recognition
  23 Mar 2025 0 repositories listed
• Meta-Representational Predictive Coding: Biomimetic Self-Supervised Learning
  22 Mar 2025 0 repositories listed
• ModalTune: Fine-Tuning Slide-Level Foundation Models with Multi-Modal Information for Multi-task Learning in Digital Pathology
  21 Mar 2025 0 repositories listed
• Should we pre-train a decoder in contrastive learning for dense prediction tasks?
  21 Mar 2025 0 repositories listed
• Learning to Efficiently Adapt Foundation Models for Self-Supervised Endoscopic 3D Scene Reconstruction from Any Cameras
  20 Mar 2025 0 repositories listed
• Structured-Noise Masked Modeling for Video, Audio and Beyond
  20 Mar 2025 0 repositories listed
• 1000 Layer Networks for Self-Supervised RL: Scaling Depth Can Enable New Goal-Reaching Capabilities
  19 Mar 2025 0 repositories listed
• ClimateGS: Real-Time Climate Simulation with 3D Gaussian Style Transfer
  19 Mar 2025 0 repositories listed
• Conjuring Positive Pairs for Efficient Unification of Representation Learning and Image Synthesis
  19 Mar 2025 0 repositories listed
• SemanticFlow: A Self-Supervised Framework for Joint Scene Flow Prediction and Instance Segmentation in Dynamic Environments
  19 Mar 2025 0 repositories listed
• Incorporating Attributes and Multi-Scale Structures for Heterogeneous Graph Contrastive Learning
  18 Mar 2025 0 repositories listed
• MTLoc: A Confidence-Based Source-Free Domain Adaptation Approach For Indoor Localization
  18 Mar 2025 0 repositories listed
• Multi-Modal Self-Supervised Semantic Communication
  18 Mar 2025 0 repositories listed
• PSA-SSL: Pose and Size-aware Self-Supervised Learning on LiDAR Point Clouds
  18 Mar 2025 0 repositories listed Syntology 9 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 2 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples) · 4 pointer-only (licence)
• RoMedFormer: A Rotary-Embedding Transformer Foundation Model for 3D Genito-Pelvic Structure Segmentation in MRI and CT
  18 Mar 2025 0 repositories listed
• Text-Guided Image Invariant Feature Learning for Robust Image Watermarking
  18 Mar 2025 0 repositories listed
• Towards Scalable Foundation Model for Multi-modal and Hyperspectral Geospatial Data
  17 Mar 2025 0 repositories listed
• A Survey on Self-supervised Contrastive Learning for Multimodal Text-Image Analysis
  14 Mar 2025 0 repositories listed
• BioSerenity-E1: a self-supervised EEG model for medical applications
  13 Mar 2025 0 repositories listed
• Evaluating Visual Explanations of Attention Maps for Transformer-based Medical Imaging
  12 Mar 2025 0 repositories listed
• Open-World Skill Discovery from Unsegmented Demonstrations
  11 Mar 2025 0 repositories listed
• Can Generative Geospatial Diffusion Models Excel as Discriminative Geospatial Foundation Models?
  10 Mar 2025 0 repositories listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples) · 1 pointer-only (licence)
• Divide and Conquer Self-Supervised Learning for High-Content Imaging
  10 Mar 2025 0 repositories listed
• Endo-FASt3r: Endoscopic Foundation model Adaptation for Structure from motion
  10 Mar 2025 0 repositories listed
• Fully Unsupervised Annotation of C. Elegans
  10 Mar 2025 0 repositories listed
• MIRAM: Masked Image Reconstruction Across Multiple Scales for Breast Lesion Risk Prediction
  10 Mar 2025 0 repositories listed
• Temporal Overlapping Prediction: A Self-supervised Pre-training Method for LiDAR Moving Object Segmentation
  10 Mar 2025 0 repositories listed
• PathVQ: Reforming Computational Pathology Foundation Model for Whole Slide Image Analysis via Vector Quantization
  9 Mar 2025 0 repositories listed
• TI-JEPA: An Innovative Energy-based Joint Embedding Strategy for Text-Image Multimodal Systems
  9 Mar 2025 0 repositories listed
• Adversarial Robustness of Discriminative Self-Supervised Learning in Vision
  8 Mar 2025 0 repositories listed
• Self-Supervised Models for Phoneme Recognition: Applications in Children's Speech for Reading Learning
  6 Mar 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.