Browse State-of-the-Art › Self-Supervised Learning › Papers, page 32
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 32 of 51: papers 3,101 to 3,200 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.
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Anomaly Detection by Adapting a pre-trained Vision Language Model14 Mar 2024 0 repositories listed
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Self-Supervised Learning for Covariance Estimation13 Mar 2024 0 repositories listed
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AACP: Aesthetics assessment of children's paintings based on self-supervised learning12 Mar 2024 0 repositories listed
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Joint-Embedding Masked Autoencoder for Self-supervised Learning of Dynamic Functional Connectivity from the Human Brain11 Mar 2024 0 repositories listed
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Re-Simulation-based Self-Supervised Learning for Pre-Training Foundation Models11 Mar 2024 0 repositories listed
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Out-of-distribution Partial Label Learning11 Mar 2024 0 repositories listed
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On depth prediction for autonomous driving using self-supervised learning10 Mar 2024 0 repositories listed
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DO3D: Self-supervised Learning of Decomposed Object-aware 3D Motion and Depth from Monocular Videos9 Mar 2024 0 repositories listed
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Learned 3D volumetric recovery of clouds and its uncertainty for climate analysis9 Mar 2024 0 repositories listed
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Augmentations vs Algorithms: What Works in Self-Supervised Learning8 Mar 2024 0 repositories listed
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Self-Supervised Multiple Instance Learning for Acute Myeloid Leukemia Classification8 Mar 2024 0 repositories listed
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Reducing self-supervised learning complexity improves weakly-supervised classification performance in computational pathology7 Mar 2024 0 repositories listed
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Cascaded Self-supervised Learning for Subject-independent EEG-based Emotion Recognition6 Mar 2024 0 repositories listed
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On-device Self-supervised Learning of Visual Perception Tasks aboard Hardware-limited Nano-quadrotors6 Mar 2024 0 repositories listed
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Unsupervised Contrastive Learning for Robust RF Device Fingerprinting Under Time-Domain Shift6 Mar 2024 0 repositories listed
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Deep Generative Models for Ultra-High Granularity Particle Physics Detector Simulation: A Voyage From Emulation to Extrapolation5 Mar 2024 0 repositories listed
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Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning5 Mar 2024 0 repositories listed
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Pooling Image Datasets With Multiple Covariate Shift and Imbalance5 Mar 2024 0 repositories listed
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HeAR -- Health Acoustic Representations4 Mar 2024 0 repositories listed
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A Theoretical Analysis of Self-Supervised Learning for Vision Transformers4 Mar 2024 0 repositories listed
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Hyperspectral Image Analysis in Single-Modal and Multimodal setting using Deep Learning Techniques3 Mar 2024 0 repositories listed
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Self-Supervised Representation Learning with Meta Comprehensive Regularization3 Mar 2024 0 repositories listed
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Leveraging Self-Supervised Learning for Scene Classification in Child Sexual Abuse Imagery2 Mar 2024 0 repositories listed
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Data-efficient Event Camera Pre-training via Disentangled Masked Modeling1 Mar 2024 0 repositories listed
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Atmospheric Turbulence Removal with Video Sequence Deep Visual Priors29 Feb 2024 0 repositories listed
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Compact Speech Translation Models via Discrete Speech Units Pretraining29 Feb 2024 0 repositories listed
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Self-Supervised Learning with Generative Adversarial Networks for Electron Microscopy28 Feb 2024 0 repositories listed
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Self-Supervised Spatially Variant PSF Estimation for Aberration-Aware Depth-from-Defocus28 Feb 2024 0 repositories listed
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Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder27 Feb 2024 0 repositories listed
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LocalGCL: Local-aware Contrastive Learning for Graphs27 Feb 2024 0 repositories listed
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Video as the New Language for Real-World Decision Making27 Feb 2024 0 repositories listed
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SKILL: Similarity-aware Knowledge distILLation for Speech Self-Supervised Learning26 Feb 2024 0 repositories listed
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Overcoming Pitfalls in Graph Contrastive Learning Evaluation: Toward Comprehensive Benchmarks24 Feb 2024 0 repositories listed
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Text-guided HuBERT: Self-Supervised Speech Pre-training via Generative Adversarial Networks24 Feb 2024 0 repositories listed
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DeepSet SimCLR: Self-supervised deep sets for improved pathology representation learning23 Feb 2024 0 repositories listed
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Overcoming Dimensional Collapse in Self-supervised Contrastive Learning for Medical Image Segmentation22 Feb 2024 0 repositories listed
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Rethinking Invariance Regularization in Adversarial Training to Improve Robustness-Accuracy Trade-off22 Feb 2024 0 repositories listed
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Zero-Shot Pediatric Tuberculosis Detection in Chest X-Rays using Self-Supervised Learning22 Feb 2024 0 repositories listed
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Multi-organ Self-supervised Contrastive Learning for Breast Lesion Segmentation21 Feb 2024 0 repositories listed
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Unsupervised learning based object detection using Contrastive Learning21 Feb 2024 0 repositories listed
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User-LLM: Efficient LLM Contextualization with User Embeddings21 Feb 2024 0 repositories listed
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Analysis of Using Sigmoid Loss for Contrastive Learning20 Feb 2024 0 repositories listed
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Indiscriminate Data Poisoning Attacks on Pre-trained Feature Extractors20 Feb 2024 0 repositories listed
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OccFlowNet: Towards Self-supervised Occupancy Estimation via Differentiable Rendering and Occupancy Flow20 Feb 2024 0 repositories listed
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Solar Panel Segmentation :Self-Supervised Learning Solutions for Imperfect Datasets20 Feb 2024 0 repositories listed
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Thyroid ultrasound diagnosis improvement via multi-view self-supervised learning and two-stage pre-training18 Feb 2024 0 repositories listed
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Probing Self-supervised Learning Models with Target Speech Extraction17 Feb 2024 0 repositories listed
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Target Speech Extraction with Pre-trained Self-supervised Learning Models17 Feb 2024 0 repositories listed
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"Understanding AI": Semantic Grounding in Large Language Models16 Feb 2024 0 repositories listed
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Knowledge-guided EEG Representation Learning15 Feb 2024 0 repositories listed
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Affine transformation estimation improves visual self-supervised learning14 Feb 2024 0 repositories listed
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Learning Low-Rank Feature for Thorax Disease Classification14 Feb 2024 0 repositories listed
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Scalable Graph Self-Supervised Learning14 Feb 2024 0 repositories listed
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Advancing Human Action Recognition with Foundation Models trained on Unlabeled Public Videos14 Feb 2024 0 repositories listed
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WERank: Towards Rank Degradation Prevention for Self-Supervised Learning Using Weight Regularization14 Feb 2024 0 repositories listed
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Learning How To Ask: Cycle-Consistency Refines Prompts in Multimodal Foundation Models13 Feb 2024 0 repositories listed
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Leveraging Self-Supervised Instance Contrastive Learning for Radar Object Detection13 Feb 2024 0 repositories listed
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UGMAE: A Unified Framework for Graph Masked Autoencoders12 Feb 2024 0 repositories listed
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Multi-Modal Emotion Recognition by Text, Speech and Video Using Pretrained Transformers11 Feb 2024 0 repositories listed
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Persian Speech Emotion Recognition by Fine-Tuning Transformers11 Feb 2024 0 repositories listed
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Two-Stage Multi-task Self-Supervised Learning for Medical Image Segmentation11 Feb 2024 0 repositories listed
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Analysis of Self-Supervised Speech Models on Children's Speech and Infant Vocalizations10 Feb 2024 0 repositories listed
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CochCeps-Augment: A Novel Self-Supervised Contrastive Learning Using Cochlear Cepstrum-based Masking for Speech Emotion Recognition10 Feb 2024 0 repositories listed
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A self-supervised framework for learning whole slide representations9 Feb 2024 0 repositories listed
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BarlowTwins-CXR : Enhancing Chest X-Ray abnormality localization in heterogeneous data with cross-domain self-supervised learning9 Feb 2024 0 repositories listed
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ExGRG: Explicitly-Generated Relation Graph for Self-Supervised Representation Learning9 Feb 2024 0 repositories listed
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Masked LoGoNet: Fast and Accurate 3D Image Analysis for Medical Domain9 Feb 2024 0 repositories listed
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Task-customized Masked AutoEncoder via Mixture of Cluster-conditional Experts8 Feb 2024 0 repositories listed
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VRMM: A Volumetric Relightable Morphable Head Model6 Feb 2024 0 repositories listed
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Dual Lagrangian Learning for Conic Optimization5 Feb 2024 0 repositories listed
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Exploring Federated Self-Supervised Learning for General Purpose Audio Understanding5 Feb 2024 0 repositories listed
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Online Feature Updates Improve Online (Generalized) Label Shift Adaptation5 Feb 2024 0 repositories listed
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Exploring Intrinsic Properties of Medical Images for Self-Supervised Binary Semantic Segmentation4 Feb 2024 0 repositories listed
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Enhanced Urban Region Profiling with Adversarial Self-Supervised Learning for Robust Forecasting and Security2 Feb 2024 0 repositories listed
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SLYKLatent: A Learning Framework for Gaze Estimation Using Deep Facial Feature Learning2 Feb 2024 0 repositories listed
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Self-Supervised Contrastive Pre-Training for Multivariate Point Processes1 Feb 2024 0 repositories listed
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How Useful is Continued Pre-Training for Generative Unsupervised Domain Adaptation?31 Jan 2024 0 repositories listed
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What Do Self-Supervised Speech and Speaker Models Learn? New Findings From a Cross Model Layer-Wise Analysis31 Jan 2024 0 repositories listed
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Detection and Recovery Against Deep Neural Network Fault Injection Attacks Based on Contrastive Learning30 Jan 2024 0 repositories listed
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Adapting Amidst Degradation: Cross Domain Li-ion Battery Health Estimation via Physics-Guided Test-Time Training30 Jan 2024 0 repositories listed
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Depth Anything in Medical Images: A Comparative Study29 Jan 2024 0 repositories listed
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Hybrid Transformer and Spatial-Temporal Self-Supervised Learning for Long-term Traffic Prediction29 Jan 2024 0 repositories listed
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MV2MAE: Multi-View Video Masked Autoencoders29 Jan 2024 0 repositories listed
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Adaptive Crowdsourcing Via Self-Supervised Learning24 Jan 2024 0 repositories listed
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LPNL: Scalable Link Prediction with Large Language Models24 Jan 2024 0 repositories listed
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A Novel Garment Transfer Method Supervised by Distilled Knowledge of Virtual Try-on Model23 Jan 2024 0 repositories listed
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Detecting and recognizing characters in Greek papyri with YOLOv8, DeiT and SimCLR23 Jan 2024 0 repositories listed
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Anisotropy Is Inherent to Self-Attention in Transformers22 Jan 2024 0 repositories listed
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LW-FedSSL: Resource-efficient Layer-wise Federated Self-supervised Learning22 Jan 2024 0 repositories listed
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SAM-dPCR: Real-Time and High-throughput Absolute Quantification of Biological Samples Using Zero-Shot Segment Anything Model22 Jan 2024 0 repositories listed
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Data-driven grapheme-to-phoneme representations for a lexicon-free text-to-speech19 Jan 2024 0 repositories listed
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CrossVideo: Self-supervised Cross-modal Contrastive Learning for Point Cloud Video Understanding17 Jan 2024 0 repositories listed
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POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images17 Jan 2024 0 repositories listed
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Cross-Level Multi-Instance Distillation for Self-Supervised Fine-Grained Visual Categorization16 Jan 2024 0 repositories listed
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Revisiting Self-supervised Learning of Speech Representation from a Mutual Information Perspective16 Jan 2024 0 repositories listed
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Discovery of Generalizable TBI Phenotypes Using Multivariate Time-Series Clustering15 Jan 2024 0 repositories listed
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How does self-supervised pretraining improve robustness against noisy labels across various medical image classification datasets?15 Jan 2024 0 repositories listed
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Enhanced Few-Shot Class-Incremental Learning via Ensemble Models14 Jan 2024 0 repositories listed
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Learning from Semi-Factuals: A Debiased and Semantic-Aware Framework for Generalized Relation Discovery12 Jan 2024 0 repositories listed
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EEGFormer: Towards Transferable and Interpretable Large-Scale EEG Foundation Model11 Jan 2024 0 repositories listed