Browse State-of-the-Art › Self-Supervised Learning › Papers, page 27

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 27 of 51: papers 2,601 to 2,700 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.

• HarmonyIQA: Pioneering Benchmark and Model for Image Harmonization Quality Assessment
  2 Jan 2025 0 repositories listed
• ABBSPO: Adaptive Bounding Box Scaling and Symmetric Prior based Orientation Prediction for Detecting Aerial Image Objects
  1 Jan 2025 0 repositories listed
• Adapting Pre-trained 3D Models for Point Cloud Video Understanding via Cross-frame Spatio-temporal Perception
  1 Jan 2025 0 repositories listed
• BOE-ViT: Boosting Orientation Estimation with Equivariance in Self-Supervised 3D Subtomogram Alignment
  1 Jan 2025 0 repositories listed
• Bringing CLIP to the Clinic: Dynamic Soft Labels and Negation-Aware Learning for Medical Analysis
  1 Jan 2025 0 repositories listed
• Multi-modal Vision Pre-training for Medical Image Analysis
  1 Jan 2025 0 repositories listed
• RAEncoder: A Label-Free Reversible Adversarial Examples Encoder for Dataset Intellectual Property Protection
  1 Jan 2025 0 repositories listed
• Self-supervised ControlNet with Spatio-Temporal Mamba for Real-world Video Super-resolution
  1 Jan 2025 0 repositories listed
• Self-Supervised Learning for Color Spike Camera Reconstruction
  1 Jan 2025 0 repositories listed
• Spectral Informed Mamba for Robust Point Cloud Processing
  1 Jan 2025 0 repositories listed
• TAGA: Self-supervised Learning for Template-free Animatable Gaussian Articulated Model
  1 Jan 2025 0 repositories listed
• UCM-VeID V2: A Richer Dataset and A Pre-training Method for UAV Cross-Modality Vehicle Re-Identification
  1 Jan 2025 0 repositories listed
• VLMs-Guided Representation Distillation for Efficient Vision-Based Reinforcement Learning
  1 Jan 2025 0 repositories listed
• Metadata-Enhanced Speech Emotion Recognition: Augmented Residual Integration and Co-Attention in Two-Stage Fine-Tuning
  30 Dec 2024 0 repositories listed
• NetFlowGen: Leveraging Generative Pre-training for Network Traffic Dynamics
  30 Dec 2024 0 repositories listed
• EmoReg: Directional Latent Vector Modeling for Emotional Intensity Regularization in Diffusion-based Voice Conversion
  29 Dec 2024 0 repositories listed
• Feature Alignment-Based Knowledge Distillation for Efficient Compression of Large Language Models
  27 Dec 2024 0 repositories listed
• Causal Speech Enhancement with Predicting Semantics based on Quantized Self-supervised Learning Features
  26 Dec 2024 0 repositories listed
• Evaluating Self-Supervised Learning in Medical Imaging: A Benchmark for Robustness, Generalizability, and Multi-Domain Impact
  26 Dec 2024 0 repositories listed
• Towards Better Spherical Sliced-Wasserstein Distance Learning with Data-Adaptive Discriminative Projection Direction
  26 Dec 2024 0 repositories listed
• Automatic Self-supervised Learning for Social Recommendations
  25 Dec 2024 0 repositories listed
• Where Did Your Model Learn That? Label-free Influence for Self-supervised Learning
  22 Dec 2024 0 repositories listed
• Learning for Cross-Layer Resource Allocation in MEC-Aided Cell-Free Networks
  21 Dec 2024 0 repositories listed
• EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation
  20 Dec 2024 0 repositories listed
• Scaling 4D Representations
  19 Dec 2024 0 repositories listed
• ST-ReP: Learning Predictive Representations Efficiently for Spatial-Temporal Forecasting
  19 Dec 2024 0 repositories listed
• Future Research Avenues for Artificial Intelligence in Digital Gaming: An Exploratory Report
  18 Dec 2024 0 repositories listed
• Zero-Shot Generalization for Blockage Localization in mmWave Communication
  18 Dec 2024 0 repositories listed
• Enhancing Internet of Things Security throughSelf-Supervised Graph Neural Networks
  17 Dec 2024 0 repositories listed
• PBVS 2024 Solution: Self-Supervised Learning and Sampling Strategies for SAR Classification in Extreme Long-Tail Distribution
  17 Dec 2024 0 repositories listed
• Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning
  16 Dec 2024 0 repositories listed
• MERaLiON-SpeechEncoder: Towards a Speech Foundation Model for Singapore and Beyond
  16 Dec 2024 0 repositories listed
• Wearable Accelerometer Foundation Models for Health via Knowledge Distillation
  15 Dec 2024 0 repositories listed
• Deep Learning Model Security: Threats and Defenses
  12 Dec 2024 0 repositories listed
• A Unified Model For Voice and Accent Conversion In Speech and Singing using Self-Supervised Learning and Feature Extraction
  11 Dec 2024 0 repositories listed
• Spatio-temporal Latent Representations for the Analysis of Acoustic Scenes in-the-wild
  10 Dec 2024 0 repositories listed
• Diagnosis and Severity Assessment of Ulcerative Colitis using Self Supervised Learning
  9 Dec 2024 0 repositories listed
• On-Device Self-Supervised Learning of Low-Latency Monocular Depth from Only Events
  9 Dec 2024 0 repositories listed
• Pruning All-Rounder: Rethinking and Improving Inference Efficiency for Large Vision Language Models
  9 Dec 2024 0 repositories listed
• Visual Lexicon: Rich Image Features in Language Space
  9 Dec 2024 0 repositories listed
• CardOOD: Robust Query-driven Cardinality Estimation under Out-of-Distribution
  8 Dec 2024 0 repositories listed
• Self-supervised cost of transport estimation for multimodal path planning
  8 Dec 2024 0 repositories listed
• Birth and Death of a Rose
  6 Dec 2024 0 repositories listed
• Mitigating Instance-Dependent Label Noise: Integrating Self-Supervised Pretraining with Pseudo-Label Refinement
  6 Dec 2024 0 repositories listed
• Osteoporosis Prediction from Hand X-ray Images Using Segmentation-for-Classification and Self-Supervised Learning
  6 Dec 2024 0 repositories listed
• CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing
  5 Dec 2024 0 repositories listed
• Learning Symmetry-Independent Jet Representations via Jet-Based Joint Embedding Predictive Architecture
  5 Dec 2024 0 repositories listed
• Transferring self-supervised pre-trained models for SHM data anomaly detection with scarce labeled data
  5 Dec 2024 0 repositories listed
• Analytic Study of Text-Free Speech Synthesis for Raw Audio using a Self-Supervised Learning Model
  4 Dec 2024 0 repositories listed
• Equivariant Representation Learning for Augmentation-based Self-Supervised Learning via Image Reconstruction
  4 Dec 2024 0 repositories listed
• Direct Coloring for Self-Supervised Enhanced Feature Decoupling
  3 Dec 2024 0 repositories listed
• GenMix: Effective Data Augmentation with Generative Diffusion Model Image Editing
  3 Dec 2024 0 repositories listed
• GUESS: Generative Uncertainty Ensemble for Self Supervision
  3 Dec 2024 0 repositories listed
• Rethinking Self-Supervised Learning Within the Framework of Partial Information Decomposition
  3 Dec 2024 0 repositories listed
• Self-Supervised Learning-Based Path Planning and Obstacle Avoidance Using PPO and B-Splines in Unknown Environments
  3 Dec 2024 0 repositories listed
• Beyond Pairwise Correlations: Higher-Order Redundancies in Self-Supervised Representation Learning
  2 Dec 2024 0 repositories listed
• Gen-SIS: Generative Self-augmentation Improves Self-supervised Learning
  2 Dec 2024 0 repositories listed
• R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation
  2 Dec 2024 0 repositories listed
• Enhancing the Generalization Capability of Skin Lesion Classification Models with Active Domain Adaptation Methods
  1 Dec 2024 0 repositories listed
• Explorations in Self-Supervised Learning: Dataset Composition Testing for Object Classification
  1 Dec 2024 0 repositories listed
• Noro: A Noise-Robust One-shot Voice Conversion System with Hidden Speaker Representation Capabilities
  29 Nov 2024 0 repositories listed
• Can bidirectional encoder become the ultimate winner for downstream applications of foundation models?
  27 Nov 2024 0 repositories listed
• How to Learn a New Language? An Efficient Solution for Self-Supervised Learning Models Unseen Languages Adaption in Low-Resource Scenario
  27 Nov 2024 0 repositories listed
• Perturbation Ontology based Graph Attention Networks
  27 Nov 2024 0 repositories listed
• Point Cloud Unsupervised Pre-training via 3D Gaussian Splatting
  27 Nov 2024 0 repositories listed
• Contrastive Graph Condensation: Advancing Data Versatility through Self-Supervised Learning
  26 Nov 2024 0 repositories listed
• New Test-Time Scenario for Biosignal: Concept and Its Approach
  26 Nov 2024 0 repositories listed
• Self-supervised Video Instance Segmentation Can Boost Geographic Entity Alignment in Historical Maps
  26 Nov 2024 0 repositories listed
• Abnormality-Driven Representation Learning for Radiology Imaging
  25 Nov 2024 0 repositories listed
• High-Resolution Be Aware! Improving the Self-Supervised Real-World Super-Resolution
  25 Nov 2024 0 repositories listed
• Learning 3D Representations from Procedural 3D Programs
  25 Nov 2024 0 repositories listed
• Low-Data Classification of Historical Music Manuscripts: A Few-Shot Learning Approach
  25 Nov 2024 0 repositories listed
• Probing the Mid-level Vision Capabilities of Self-Supervised Learning
  25 Nov 2024 0 repositories listed
• SKQVC: One-Shot Voice Conversion by K-Means Quantization with Self-Supervised Speech Representations
  25 Nov 2024 0 repositories listed
• Improving Pre-trained Self-Supervised Embeddings Through Effective Entropy Maximization
  24 Nov 2024 0 repositories listed Syntology 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample)
• Multi-Token Enhancing for Vision Representation Learning
  24 Nov 2024 0 repositories listed
• J-Invariant Volume Shuffle for Self-Supervised Cryo-Electron Tomogram Denoising on Single Noisy Volume
  22 Nov 2024 0 repositories listed
• Self-Supervised Learning for Ordered Three-Dimensional Structures
  22 Nov 2024 0 repositories listed
• Unsupervised Machine Learning for Osteoporosis Diagnosis Using Singh Index Clustering on Hip Radiographs
  22 Nov 2024 0 repositories listed
• Investigating Graph Neural Networks and Classical Feature-Extraction Techniques in Activity-Cliff and Molecular Property Prediction
  20 Nov 2024 0 repositories listed
• Unleashing the Power of Large Language Models for Group POI Recommendations
  20 Nov 2024 0 repositories listed
• KDC-MAE: Knowledge Distilled Contrastive Mask Auto-Encoder
  19 Nov 2024 0 repositories listed
• Residual Vision Transformer (ResViT) Based Self-Supervised Learning Model for Brain Tumor Classification
  19 Nov 2024 0 repositories listed
• Self-Supervised Learning in Deep Networks: A Pathway to Robust Few-Shot Classification
  19 Nov 2024 0 repositories listed
• In-Situ Melt Pool Characterization via Thermal Imaging for Defect Detection in Directed Energy Deposition Using Vision Transformers
  18 Nov 2024 0 repositories listed
• Infinite Width Limits of Self Supervised Neural Networks
  17 Nov 2024 0 repositories listed
• From Prototypes to General Distributions: An Efficient Curriculum for Masked Image Modeling
  16 Nov 2024 0 repositories listed
• LLaSA: Large Language and Structured Data Assistant
  16 Nov 2024 0 repositories listed
• Building 6G Radio Foundation Models with Transformer Architectures
  15 Nov 2024 0 repositories listed
• Self-Supervised Learning of Grasping Arbitrary Objects On-the-Move
  15 Nov 2024 0 repositories listed
• STLight: a Fully Convolutional Approach for Efficient Predictive Learning by Spatio-Temporal joint Processing
  15 Nov 2024 0 repositories listed
• Assessing the Performance of the DINOv2 Self-supervised Learning Vision Transformer Model for the Segmentation of the Left Atrium from MRI Images
  14 Nov 2024 0 repositories listed
• Partial Multi-View Clustering via Meta-Learning and Contrastive Feature Alignment
  14 Nov 2024 0 repositories listed
• Self-Supervised Radio Pre-training: Toward Foundational Models for Spectrogram Learning
  14 Nov 2024 0 repositories listed
• Self-Supervised Monocular 4D Scene Reconstruction for Egocentric Videos
  14 Nov 2024 0 repositories listed
• Masked Image Modeling Boosting Semi-Supervised Semantic Segmentation
  13 Nov 2024 0 repositories listed
• 3-DUSSS: 3-Dimensional Ultrasonic Self Supervised Segmentation
  12 Nov 2024 0 repositories listed
• DINO-LG: A Task-Specific DINO Model for Coronary Calcium Scoring
  12 Nov 2024 0 repositories listed
• SynStitch: a Self-Supervised Learning Network for Ultrasound Image Stitching Using Synthetic Training Pairs and Indirect Supervision
  11 Nov 2024 0 repositories listed
• Multi-Parameter Molecular MRI Quantification using Physics-Informed Self-Supervised Learning
  10 Nov 2024 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.