Browse State-of-the-Art › Self-Supervised Learning › Papers, page 34

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 34 of 51: papers 3,301 to 3,400 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.

• Automatized Self-Supervised Learning for Skin Lesion Screening
  11 Nov 2023 0 repositories listed
• Protein-ligand binding representation learning from fine-grained interactions
  9 Nov 2023 0 repositories listed
• Are foundation models efficient for medical image segmentation?
  8 Nov 2023 0 repositories listed
• Image Generation and Learning Strategy for Deep Document Forgery Detection
  7 Nov 2023 0 repositories listed
• PT-Tuning: Bridging the Gap between Time Series Masked Reconstruction and Forecasting via Prompt Token Tuning
  7 Nov 2023 0 repositories listed
• Self-MI: Efficient Multimodal Fusion via Self-Supervised Multi-Task Learning with Auxiliary Mutual Information Maximization
  7 Nov 2023 0 repositories listed
• Wearable data from subjects playing Super Mario, sitting university exams, or performing physical exercise help detect acute mood episodes via self-supervised learning
  7 Nov 2023 0 repositories listed
• AV-Lip-Sync+: Leveraging AV-HuBERT to Exploit Multimodal Inconsistency for Video Deepfake Detection
  5 Nov 2023 0 repositories listed
• CycleCL: Self-supervised Learning for Periodic Videos
  5 Nov 2023 0 repositories listed
• Self-Supervised Learning of Representations for Space Generates Multi-Modular Grid Cells
  4 Nov 2023 0 repositories listed
• TailorMe: Self-Supervised Learning of an Anatomically Constrained Volumetric Human Shape Model
  3 Nov 2023 0 repositories listed
• Terrain-Informed Self-Supervised Learning: Enhancing Building Footprint Extraction from LiDAR Data with Limited Annotations
  2 Nov 2023 0 repositories listed
• VIGraph: Generative Self-supervised Learning for Class-Imbalanced Node Classification
  2 Nov 2023 0 repositories listed
• Autonomous Robotic Reinforcement Learning with Asynchronous Human Feedback
  31 Oct 2023 0 repositories listed
• FetusMapV2: Enhanced Fetal Pose Estimation in 3D Ultrasound
  30 Oct 2023 0 repositories listed
• On Linear Separation Capacity of Self-Supervised Representation Learning
  29 Oct 2023 0 repositories listed
• SSL Framework for Causal Inconsistency between Structures and Representations
  28 Oct 2023 0 repositories listed
• Triplet Attention Transformer for Spatiotemporal Predictive Learning
  28 Oct 2023 0 repositories listed
• Alignment and Outer Shell Isotropy for Hyperbolic Graph Contrastive Learning
  27 Oct 2023 0 repositories listed
• FaultSeg Swin-UNETR: Transformer-Based Self-Supervised Pretraining Model for Fault Recognition
  27 Oct 2023 0 repositories listed
• Large-scale Foundation Models and Generative AI for BigData Neuroscience
  27 Oct 2023 0 repositories listed
• Unveiling the Potential of Probabilistic Embeddings in Self-Supervised Learning
  27 Oct 2023 0 repositories listed
• Towards Matching Phones and Speech Representations
  26 Oct 2023 0 repositories listed
• Weakly-Supervised Surgical Phase Recognition
  26 Oct 2023 0 repositories listed
• Show from Tell: Audio-Visual Modelling in Clinical Settings
  25 Oct 2023 0 repositories listed
• Generative and Contrastive Paradigms Are Complementary for Graph Self-Supervised Learning
  24 Oct 2023 0 repositories listed
• Remote Heart Rate Monitoring in Smart Environments from Videos with Self-supervised Pre-training
  23 Oct 2023 0 repositories listed
• Domain-specific optimization and diverse evaluation of self-supervised models for histopathology
  20 Oct 2023 0 repositories listed
• Superpixel Semantics Representation and Pre-training for Vision-Language Task
  20 Oct 2023 0 repositories listed
• WeedCLR: Weed Contrastive Learning through Visual Representations with Class-Optimized Loss in Long-Tailed Datasets
  19 Oct 2023 0 repositories listed
• DORec: Decomposed Object Reconstruction and Segmentation Utilizing 2D Self-Supervised Features
  17 Oct 2023 0 repositories listed
• Refining Latent Representations: A Generative SSL Approach for Heterogeneous Graph Learning
  17 Oct 2023 0 repositories listed
• Multi Self-supervised Pre-fine-tuned Transformer Fusion for Better Intelligent Transportation Detection
  17 Oct 2023 0 repositories listed
• Self-supervision meets kernel graph neural models: From architecture to augmentations
  17 Oct 2023 0 repositories listed
• Spatial HuBERT: Self-supervised Spatial Speech Representation Learning for a Single Talker from Multi-channel Audio
  17 Oct 2023 0 repositories listed
• An Empirical Study of Self-supervised Learning with Wasserstein Distance
  16 Oct 2023 0 repositories listed
• Evading Detection Actively: Toward Anti-Forensics against Forgery Localization
  16 Oct 2023 0 repositories listed
• Longitudinal Self-supervised Learning Using Neural Ordinary Differential Equation
  16 Oct 2023 0 repositories listed
• Self-Supervised Models of Speech Infer Universal Articulatory Kinematics
  16 Oct 2023 0 repositories listed
• Contrastive Self-Supervised Learning for Spatio-Temporal Analysis of Lung Ultrasound Videos
  14 Oct 2023 0 repositories listed
• SelfVC: Voice Conversion With Iterative Refinement using Self Transformations
  14 Oct 2023 0 repositories listed
• Self supervised convolutional kernel based handcrafted feature harmonization: Enhanced left ventricle hypertension disease phenotyping on echocardiography
  13 Oct 2023 0 repositories listed
• Fast Word Error Rate Estimation Using Self-Supervised Representations for Speech and Text
  12 Oct 2023 0 repositories listed
• Is ImageNet worth 1 video? Learning strong image encoders from 1 long unlabelled video
  12 Oct 2023 0 repositories listed
• Visual Self-supervised Learning Scheme for Dense Prediction Tasks on X-ray Images
  12 Oct 2023 0 repositories listed
• Self-supervised visual learning for analyzing firearms trafficking activities on the Web
  12 Oct 2023 0 repositories listed
• Does resistance to style-transfer equal Global Shape Bias? Measuring network sensitivity to global shape configuration
  11 Oct 2023 0 repositories listed
• Enhancing expressivity transfer in textless speech-to-speech translation
  11 Oct 2023 0 repositories listed
• Heuristic Vision Pre-Training with Self-Supervised and Supervised Multi-Task Learning
  11 Oct 2023 0 repositories listed
• Computational Pathology at Health System Scale -- Self-Supervised Foundation Models from Three Billion Images
  10 Oct 2023 0 repositories listed
• Antenna Response Consistency Driven Self-supervised Learning for WIFI-based Human Activity Recognition
  10 Oct 2023 0 repositories listed
• Self-Supervised Representation Learning for Online Handwriting Text Classification
  10 Oct 2023 0 repositories listed
• Pain Forecasting using Self-supervised Learning and Patient Phenotyping: An attempt to prevent Opioid Addiction
  9 Oct 2023 0 repositories listed
• USTEP: Spatio-Temporal Predictive Learning under A Unified View
  9 Oct 2023 0 repositories listed
• SimPLR: A Simple and Plain Transformer for Scaling-Efficient Object Detection and Segmentation
  9 Oct 2023 0 repositories listed
• A Comparative Study of Voice Conversion Models with Large-Scale Speech and Singing Data: The T13 Systems for the Singing Voice Conversion Challenge 2023
  8 Oct 2023 0 repositories listed
• Enhancing Representations through Heterogeneous Self-Supervised Learning
  8 Oct 2023 0 repositories listed
• Do self-supervised speech and language models extract similar representations as human brain?
  7 Oct 2023 0 repositories listed
• Federated Self-Supervised Learning of Monocular Depth Estimators for Autonomous Vehicles
  7 Oct 2023 0 repositories listed
• Score-based Diffusion Models With Self-supervised Learning For Accelerated 3D Multi-contrast Cardiac Magnetic Resonance Imaging
  7 Oct 2023 0 repositories listed
• Knolling Bot: Learning Robotic Object Arrangement from Tidy Demonstrations
  6 Oct 2023 0 repositories listed
• MeSa: Masked, Geometric, and Supervised Pre-training for Monocular Depth Estimation
  6 Oct 2023 0 repositories listed
• Exploring DINO: Emergent Properties and Limitations for Synthetic Aperture Radar Imagery
  5 Oct 2023 0 repositories listed
• Toward a Foundation Model for Time Series Data
  5 Oct 2023 0 repositories listed
• A Survey of GPT-3 Family Large Language Models Including ChatGPT and GPT-4
  4 Oct 2023 0 repositories listed
• Dual Conic Proxies for AC Optimal Power Flow
  4 Oct 2023 0 repositories listed
• MIMO-NeRF: Fast Neural Rendering with Multi-input Multi-output Neural Radiance Fields
  3 Oct 2023 0 repositories listed Syntology 19 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 0 violated, 17 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 23 harvested samples) · 10 pointer-only (licence)
• MUSCLE: Multi-task Self-supervised Continual Learning to Pre-train Deep Models for X-ray Images of Multiple Body Parts
  3 Oct 2023 0 repositories listed
• Understanding Masked Autoencoders From a Local Contrastive Perspective
  3 Oct 2023 0 repositories listed
• Self-supervised Learning for Anomaly Detection in Computational Workflows
  2 Oct 2023 0 repositories listed
• uSee: Unified Speech Enhancement and Editing with Conditional Diffusion Models
  2 Oct 2023 0 repositories listed
• ECG-SL: Electrocardiogram(ECG) Segment Learning, a deep learning method for ECG signal
  1 Oct 2023 0 repositories listed
• GhostEncoder: Stealthy Backdoor Attacks with Dynamic Triggers to Pre-trained Encoders in Self-supervised Learning
  1 Oct 2023 0 repositories listed
• SimLVSeg: Simplifying Left Ventricular Segmentation in 2D+Time Echocardiograms with Self- and Weakly-Supervised Learning
  30 Sep 2023 0 repositories listed
• Low-Resource Self-Supervised Learning with SSL-Enhanced TTS
  29 Sep 2023 0 repositories listed
• PC-Adapter: Topology-Aware Adapter for Efficient Domain Adaption on Point Clouds with Rectified Pseudo-label
  29 Sep 2023 0 repositories listed
• SSHR: Leveraging Self-supervised Hierarchical Representations for Multilingual Automatic Speech Recognition
  29 Sep 2023 0 repositories listed
• Multi-Granularity Click Confidence Learning via Self-Distillation in Recommendation
  28 Sep 2023 0 repositories listed
• CtxMIM: Context-Enhanced Masked Image Modeling for Remote Sensing Image Understanding
  28 Sep 2023 0 repositories listed
• Exploring Speech Recognition, Translation, and Understanding with Discrete Speech Units: A Comparative Study
  27 Sep 2023 0 repositories listed
• KDD-LOAM: Jointly Learned Keypoint Detector and Descriptors Assisted LiDAR Odometry and Mapping
  27 Sep 2023 0 repositories listed
• Style Transfer and Self-Supervised Learning Powered Myocardium Infarction Super-Resolution Segmentation
  27 Sep 2023 0 repositories listed
• The Triad of Failure Modes and a Possible Way Out
  27 Sep 2023 0 repositories listed
• Joint Prediction and Denoising for Large-scale Multilingual Self-supervised Learning
  26 Sep 2023 0 repositories listed
• M³3D: Learning 3D priors using Multi-Modal Masked Autoencoders for 2D image and video understanding
  26 Sep 2023 0 repositories listed
• SEPT: Towards Efficient Scene Representation Learning for Motion Prediction
  26 Sep 2023 0 repositories listed
• On the Impact of Quantization and Pruning of Self-Supervised Speech Models for Downstream Speech Recognition Tasks "In-the-Wild''
  25 Sep 2023 0 repositories listed
• Revisiting LARS for Large Batch Training Generalization of Neural Networks
  25 Sep 2023 0 repositories listed
• Understanding Calibration of Deep Neural Networks for Medical Image Classification
  22 Sep 2023 0 repositories listed
• A Study of Forward-Forward Algorithm for Self-Supervised Learning
  21 Sep 2023 0 repositories listed
• DimCL: Dimensional Contrastive Learning For Improving Self-Supervised Learning
  21 Sep 2023 0 repositories listed
• RIDE: Self-Supervised Learning of Rotation-Equivariant Keypoint Detection and Invariant Description for Endoscopy
  18 Sep 2023 0 repositories listed
• Self-supervised Multi-view Clustering in Computer Vision: A Survey
  18 Sep 2023 0 repositories listed
• Self-supervised TransUNet for Ultrasound regional segmentation of the distal radius in children
  18 Sep 2023 0 repositories listed
• Non-Intrusive Speech Intelligibility Prediction for Hearing Aids using Whisper and Metadata
  18 Sep 2023 0 repositories listed
• Improving Speech Inversion Through Self-Supervised Embeddings and Enhanced Tract Variables
  17 Sep 2023 0 repositories listed
• Personalized Food Image Classification: Benchmark Datasets and New Baseline
  15 Sep 2023 0 repositories listed
• Understanding the limitations of self-supervised learning for tabular anomaly detection
  15 Sep 2023 0 repositories listed
• Hierarchical Metadata Information Constrained Self-Supervised Learning for Anomalous Sound Detection Under Domain Shift
  14 Sep 2023 0 repositories listed
• Hodge-Aware Contrastive Learning
  14 Sep 2023 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.