Browse State-of-the-Art › Self-Supervised Learning › Papers, page 24

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 24 of 51: papers 2,301 to 2,400 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.

• CBF-AFA: Chunk-Based Multi-SSL Fusion for Automatic Fluency Assessment
  25 Jun 2025 0 repositories listed
• FixCLR: Negative-Class Contrastive Learning for Semi-Supervised Domain Generalization
  25 Jun 2025 0 repositories listed
• Opportunistic Osteoporosis Diagnosis via Texture-Preserving Self-Supervision, Mixture of Experts and Multi-Task Integration
  25 Jun 2025 0 repositories listed
• TESSERA: Temporal Embeddings of Surface Spectra for Earth Representation and Analysis
  25 Jun 2025 0 repositories listed
• The role of audio-visual integration in the time course of phonetic encoding in self-supervised speech models
  25 Jun 2025 0 repositories listed
• TRIM: A Self-Supervised Video Summarization Framework Maximizing Temporal Relative Information and Representativeness
  25 Jun 2025 0 repositories listed
• Learning from Anatomy: Supervised Anatomical Pretraining (SAP) for Improved Metastatic Bone Disease Segmentation in Whole-Body MRI
  24 Jun 2025 0 repositories listed
• Learning to Solve Parametric Mixed-Integer Optimal Control Problems via Differentiable Predictive Control
  24 Jun 2025 0 repositories listed
• USAD: Universal Speech and Audio Representation via Distillation
  23 Jun 2025 0 repositories listed
• Enhancing Few-shot Keyword Spotting Performance through Pre-Trained Self-supervised Speech Models
  21 Jun 2025 0 repositories listed
• Probing for Phonology in Self-Supervised Speech Representations: A Case Study on Accent Perception
  21 Jun 2025 0 repositories listed
• SSAVSV: Towards Unified Model for Self-Supervised Audio-Visual Speaker Verification
  21 Jun 2025 0 repositories listed
• Self-supervised Feature Extraction for Enhanced Ball Detection on Soccer Robots
  20 Jun 2025 0 repositories listed
• Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching
  19 Jun 2025 0 repositories listed
• A large-scale heterogeneous 3D magnetic resonance brain imaging dataset for self-supervised learning
  17 Jun 2025 0 repositories listed
• Exploring Non-contrastive Self-supervised Representation Learning for Image-based Profiling
  17 Jun 2025 0 repositories listed
• Contrastive Self-Supervised Learning As Neural Manifold Packing
  16 Jun 2025 0 repositories listed
• OPTIMUS: Observing Persistent Transformations in Multi-temporal Unlabeled Satellite-data
  16 Jun 2025 0 repositories listed
• Brain Network Analysis Based on Fine-tuned Self-supervised Model for Brain Disease Diagnosis
  13 Jun 2025 0 repositories listed
• A theoretical framework for self-supervised contrastive learning for continuous dependent data
  11 Jun 2025 0 repositories listed
• Diffuse and Disperse: Image Generation with Representation Regularization
  10 Jun 2025 0 repositories listed
• FloorplanMAE:A self-supervised framework for complete floorplan generation from partial inputs
  10 Jun 2025 0 repositories listed
• Foundation Models in Medical Imaging -- A Review and Outlook
  10 Jun 2025 0 repositories listed
• Gaussian2Scene: 3D Scene Representation Learning via Self-supervised Learning with 3D Gaussian Splatting
  10 Jun 2025 0 repositories listed
• EV-LayerSegNet: Self-supervised Motion Segmentation using Event Cameras
  7 Jun 2025 0 repositories listed
• Graph Neural Networks in Modern AI-aided Drug Discovery
  7 Jun 2025 0 repositories listed
• IMPA-HGAE:Intra-Meta-Path Augmented Heterogeneous Graph Autoencoder
  7 Jun 2025 0 repositories listed
• IQFM A Wireless Foundational Model for I/Q Streams in AI-Native 6G
  7 Jun 2025 0 repositories listed
• Astra: Toward General-Purpose Mobile Robots via Hierarchical Multimodal Learning
  6 Jun 2025 0 repositories listed
• When Better Features Mean Greater Risks: The Performance-Privacy Trade-Off in Contrastive Learning
  6 Jun 2025 0 repositories listed
• LSM-2: Learning from Incomplete Wearable Sensor Data
  5 Jun 2025 0 repositories listed
• Tone recognition in low-resource languages of North-East India: peeling the layers of SSL-based speech models
  4 Jun 2025 0 repositories listed
• HGOT: Self-supervised Heterogeneous Graph Neural Network with Optimal Transport
  3 Jun 2025 0 repositories listed
• Prosodic Structure Beyond Lexical Content: A Study of Self-Supervised Learning
  3 Jun 2025 0 repositories listed
• Synthetic Speech Source Tracing using Metric Learning
  3 Jun 2025 0 repositories listed
• MoCA: Multi-modal Cross-masked Autoencoder for Digital Health Measurements
  2 Jun 2025 0 repositories listed
• Sounding Like a Winner? Prosodic Differences in Post-Match Interviews
  2 Jun 2025 0 repositories listed
• HASRD: Hierarchical Acoustic and Semantic Representation Disentanglement
  1 Jun 2025 0 repositories listed
• PARROT: Synergizing Mamba and Attention-based SSL Pre-Trained Models via Parallel Branch Hadamard Optimal Transport for Speech Emotion Recognition
  1 Jun 2025 0 repositories listed
• Self-Supervised-ISAR-Net Enables Fast Sparse ISAR Imaging
  1 Jun 2025 0 repositories listed
• Getting More from Less: Transfer Learning Improves Sleep Stage Decoding Accuracy in Peripheral Wearable Devices
  31 May 2025 0 repositories listed
• A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning
  30 May 2025 0 repositories listed
• Fine-tune Before Structured Pruning: Towards Compact and Accurate Self-Supervised Models for Speaker Diarization
  30 May 2025 0 repositories listed
• MSDA: Combining Pseudo-labeling and Self-Supervision for Unsupervised Domain Adaptation in ASR
  30 May 2025 0 repositories listed
• Sparsity-Driven Parallel Imaging Consistency for Improved Self-Supervised MRI Reconstruction
  30 May 2025 0 repositories listed
• Towards Unified Neural Decoding with Brain Functional Network Modeling
  30 May 2025 0 repositories listed
• A Survey of Generative Categories and Techniques in Multimodal Large Language Models
  29 May 2025 0 repositories listed
• Graph Positional Autoencoders as Self-supervised Learners
  29 May 2025 0 repositories listed
• Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM
  29 May 2025 0 repositories listed
• Leveraging LLM and Self-Supervised Training Models for Speech Recognition in Chinese Dialects: A Comparative Analysis
  27 May 2025 0 repositories listed
• Supervised and self-supervised land-cover segmentation & classification of the Biesbosch wetlands
  27 May 2025 0 repositories listed
• ZigzagPointMamba: Spatial-Semantic Mamba for Point Cloud Understanding
  27 May 2025 0 repositories listed
• A Contrastive Learning Foundation Model Based on Perfectly Aligned Sample Pairs for Remote Sensing Images
  26 May 2025 0 repositories listed
• Automated data curation for self-supervised learning in underwater acoustic analysis
  26 May 2025 0 repositories listed
• Causality and "In-the-Wild" Video-Based Person Re-ID: A Survey
  26 May 2025 0 repositories listed
• Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning
  26 May 2025 0 repositories listed
• Training Articulatory Inversion Models for Interspeaker Consistency
  26 May 2025 0 repositories listed
• Eta-WavLM: Efficient Speaker Identity Removal in Self-Supervised Speech Representations Using a Simple Linear Equation
  25 May 2025 0 repositories listed
• WeedNet: A Foundation Model-Based Global-to-Local AI Approach for Real-Time Weed Species Identification and Classification
  25 May 2025 0 repositories listed
• Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction
  24 May 2025 0 repositories listed
• Task-Optimized Convolutional Recurrent Networks Align with Tactile Processing in the Rodent Brain
  23 May 2025 0 repositories listed Syntology 0 ran · 1 unverified (of 1 harvested sample)
• VietASR: Achieving Industry-level Vietnamese ASR with 50-hour labeled data and Large-Scale Speech Pretraining
  23 May 2025 0 repositories listed
• Investigating Fine- and Coarse-grained Structural Correspondences Between Deep Neural Networks and Human Object Image Similarity Judgments Using Unsupervised Alignment
  22 May 2025 0 repositories listed
• Layer-wise Investigation of Large-Scale Self-Supervised Music Representation Models
  22 May 2025 0 repositories listed
• Mitigating Overfitting in Medical Imaging: Self-Supervised Pretraining vs. ImageNet Transfer Learning for Dermatological Diagnosis
  22 May 2025 0 repositories listed
• An Inclusive Foundation Model for Generalizable Cytogenetics in Precision Oncology
  21 May 2025 0 repositories listed
• Detection of Underwater Multi-Targets Based on Self-Supervised Learning and Deformable Path Aggregation Feature Pyramid Network
  21 May 2025 0 repositories listed
• VET-DINO: Learning Anatomical Understanding Through Multi-View Distillation in Veterinary Imaging
  21 May 2025 0 repositories listed
• Beginning with You: Perceptual-Initialization Improves Vision-Language Representation and Alignment
  20 May 2025 0 repositories listed
• Physics-Driven Local-Whole Elastic Deformation Modeling for Point Cloud Representation Learning
  20 May 2025 0 repositories listed
• 3D Gaussian Adaptive Reconstruction for Fourier Light-Field Microscopy
  19 May 2025 0 repositories listed
• Graph Alignment for Benchmarking Graph Neural Networks and Learning Positional Encodings
  19 May 2025 0 repositories listed
• Informed Mixing -- Improving Open Set Recognition via Attribution-based Augmentation
  19 May 2025 0 repositories listed
• Self-Supervised Learning for Image Segmentation: A Comprehensive Survey
  19 May 2025 0 repositories listed
• AdaDim: Dimensionality Adaptation for SSL Representational Dynamics
  18 May 2025 0 repositories listed
• Joint Embedding vs Reconstruction: Provable Benefits of Latent Space Prediction for Self Supervised Learning
  18 May 2025 0 repositories listed
• PRETI: Patient-Aware Retinal Foundation Model via Metadata-Guided Representation Learning
  18 May 2025 0 repositories listed
• Exploring the Potential of SSL Models for Sound Event Detection
  17 May 2025 0 repositories listed
• Maximizing Asynchronicity in Event-based Neural Networks
  16 May 2025 0 repositories listed
• Fractal Graph Contrastive Learning
  16 May 2025 0 repositories listed
• Spatiotemporal Field Generation Based on Hybrid Mamba-Transformer with Physics-informed Fine-tuning
  16 May 2025 0 repositories listed
• Toward Adaptive Categories: Dimensional Governance for Agentic AI
  16 May 2025 0 repositories listed
• GAIA: A Foundation Model for Operational Atmospheric Dynamics
  15 May 2025 0 repositories listed
• A Multi-Task Foundation Model for Wireless Channel Representation Using Contrastive and Masked Autoencoder Learning
  14 May 2025 0 repositories listed
• Investigating self-supervised features for expressive, multilingual voice conversion
  13 May 2025 0 repositories listed
• Deep Learning Advances in Vision-Based Traffic Accident Anticipation: A Comprehensive Review of Methods,Datasets,and Future Directions
  12 May 2025 0 repositories listed
• Generalizable Pancreas Segmentation via a Dual Self-Supervised Learning Framework
  12 May 2025 0 repositories listed
• Thoughts on Objectives of Sparse and Hierarchical Masked Image Model
  12 May 2025 0 repositories listed
• Image Classification Using a Diffusion Model as a Pre-Training Model
  11 May 2025 0 repositories listed
• Joint Low-level and High-level Textual Representation Learning with Multiple Masking Strategies
  11 May 2025 0 repositories listed
• SimMIL: A Universal Weakly Supervised Pre-Training Framework for Multi-Instance Learning in Whole Slide Pathology Images
  10 May 2025 0 repositories listed
• Hybrid Learning: A Novel Combination of Self-Supervised and Supervised Learning for MRI Reconstruction without High-Quality Training Reference
  9 May 2025 0 repositories listed
• Benchmarking Ophthalmology Foundation Models for Clinically Significant Age Macular Degeneration Detection
  8 May 2025 0 repositories listed
• Score-based Self-supervised MRI Denoising
  8 May 2025 0 repositories listed
• Learning based convex approximation for constrained parametric optimization
  7 May 2025 0 repositories listed
• UniCO: Towards a Unified Model for Combinatorial Optimization Problems
  7 May 2025 0 repositories listed
• Action Spotting and Precise Event Detection in Sports: Datasets, Methods, and Challenges
  6 May 2025 0 repositories listed
• Self-Supervised Learning for Robotic Leaf Manipulation: A Hybrid Geometric-Neural Approach
  6 May 2025 0 repositories listed
• Very High-Resolution Forest Mapping with TanDEM-X InSAR Data and Self-Supervised Learning
  6 May 2025 0 repositories listed
• Advanced Clustering Framework for Semiconductor Image Analytics Integrating Deep TDA with Self-Supervised and Transfer Learning Techniques
  5 May 2025 0 repositories listed

Syntology lines on 1 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.