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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 48 of 51: papers 4,701 to 4,800 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.

• UPRec: User-Aware Pre-training for Recommender Systems
  22 Feb 2021 0 repositories listed
• Self-Supervised Learning via multi-Transformation Classification for Action Recognition
  20 Feb 2021 0 repositories listed
• An Empirical Study on Measuring the Similarity of Sentential Arguments with Language Model Domain Adaptation
  19 Feb 2021 0 repositories listed
• Large-Context Conversational Representation Learning: Self-Supervised Learning for Conversational Documents
  16 Feb 2021 0 repositories listed
• MAPGN: MAsked Pointer-Generator Network for sequence-to-sequence pre-training
  15 Feb 2021 0 repositories listed
• Adversarial defense for automatic speaker verification by cascaded self-supervised learning models
  14 Feb 2021 0 repositories listed
• Self-Supervised Multisensor Change Detection
  12 Feb 2021 0 repositories listed
• Self-supervised learning for fast and scalable time series hyper-parameter tuning
  10 Feb 2021 0 repositories listed
• Conversational Query Rewriting with Self-supervised Learning
  9 Feb 2021 0 repositories listed
• Improving Scene Graph Classification by Exploiting Knowledge from Texts
  9 Feb 2021 0 repositories listed
• A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning
  7 Feb 2021 0 repositories listed
• Custom Object Detection via Multi-Camera Self-Supervised Learning
  5 Feb 2021 0 repositories listed
• Multi-Task Self-Supervised Pre-Training for Music Classification
  5 Feb 2021 0 repositories listed
• Environment Predictive Coding for Embodied Agents
  3 Feb 2021 0 repositories listed
• General-Purpose Speech Representation Learning through a Self-Supervised Multi-Granularity Framework
  3 Feb 2021 0 repositories listed
• On Scaling Contrastive Representations for Low-Resource Speech Recognition
  1 Feb 2021 0 repositories listed
• SwingBot: Learning Physical Features from In-hand Tactile Exploration for Dynamic Swing-up Manipulation
  28 Jan 2021 0 repositories listed
• Supervised Momentum Contrastive Learning for Few-Shot Classification
  26 Jan 2021 0 repositories listed
• Unified Framework for Feature Extraction based on Contrastive Learning
  25 Jan 2021 0 repositories listed
• Cross-domain few-shot learning with unlabelled data
  19 Jan 2021 0 repositories listed
• JigsawGAN: Auxiliary Learning for Solving Jigsaw Puzzles with Generative Adversarial Networks
  19 Jan 2021 0 repositories listed
• Self-Supervised Representation Learning from Flow Equivariance
  16 Jan 2021 0 repositories listed
• SelfMatch: Combining Contrastive Self-Supervision and Consistency for Semi-Supervised Learning
  16 Jan 2021 0 repositories listed
• Task-driven Self-supervised Bi-channel Networks for Diagnosis of Breast Cancers with Mammography
  15 Jan 2021 0 repositories listed
• A Multi-Stage Attentive Transfer Learning Framework for Improving COVID-19 Diagnosis
  14 Jan 2021 0 repositories listed
• Self-Supervised Learning for Segmentation
  14 Jan 2021 0 repositories listed
• Estimating Galactic Distances From Images Using Self-supervised Representation Learning
  12 Jan 2021 0 repositories listed
• Explicit homography estimation improves contrastive self-supervised learning
  12 Jan 2021 0 repositories listed
• Self-supervised Visual-LiDAR Odometry with Flip Consistency
  5 Jan 2021 0 repositories listed
• A Machine Teaching Framework for Scalable Recognition
  1 Jan 2021 0 repositories listed
• A Theory of Self-Supervised Framework for Few-Shot Learning
  1 Jan 2021 0 repositories listed
• Contrast and Order Representations for Video Self-Supervised Learning
  1 Jan 2021 0 repositories listed
• Contrastive Self-Supervised Learning of Global-Local Audio-Visual Representations
  1 Jan 2021 0 repositories listed
• Empirical Studies on the Convergence of Feature Spaces in Deep Learning
  1 Jan 2021 0 repositories listed
• Erasure for Advancing: Dynamic Self-Supervised Learning for Commonsense Reasoning
  1 Jan 2021 0 repositories listed
• Exploring Balanced Feature Spaces for Representation Learning
  1 Jan 2021 0 repositories listed
• Exploring Geometry-Aware Contrast and Clustering Harmonization for Self-Supervised 3D Object Detection
  1 Jan 2021 0 repositories listed
• Neural spatio-temporal reasoning with object-centric self-supervised learning
  1 Jan 2021 0 repositories listed
• Online Adversarial Purification based on Self-supervised Learning
  1 Jan 2021 0 repositories listed
• Parallel Detection-and-Segmentation Learning for Weakly Supervised Instance Segmentation
  1 Jan 2021 0 repositories listed
• Run Away From your Teacher: a New Self-Supervised Approach Solving the Puzzle of BYOL
  1 Jan 2021 0 repositories listed
• Self-Supervised 3D Skeleton Action Representation Learning With Motion Consistency and Continuity
  1 Jan 2021 0 repositories listed
• Self-supervised Adversarial Robustness for the Low-label, High-data Regime
  1 Jan 2021 0 repositories listed
• Self-Supervised Continuous Control without Policy Gradient
  1 Jan 2021 0 repositories listed
• Self-supervised Disentangled Representation Learning
  1 Jan 2021 0 repositories listed
• Self-Supervised Domain Adaptation for Forgery Localization of JPEG Compressed Images
  1 Jan 2021 0 repositories listed
• Self-Supervised Learning of Compressed Video Representations
  1 Jan 2021 0 repositories listed
• Self-supervised representation learning via adaptive hard-positive mining
  1 Jan 2021 0 repositories listed
• Self-supervised Temporal Learning
  1 Jan 2021 0 repositories listed
• Shape Self-Correction for Unsupervised Point Cloud Understanding
  1 Jan 2021 0 repositories listed
• Shuffle to Learn: Self-supervised learning from permutations via differentiable ranking
  1 Jan 2021 0 repositories listed
• SLIM: Self-Supervised LiDAR Scene Flow and Motion Segmentation
  1 Jan 2021 0 repositories listed
• TravelNet: Self-Supervised Physically Plausible Hand Motion Learning From Monocular Color Images
  1 Jan 2021 0 repositories listed
• Uncertainty-Aware Pseudo Label Refinery for Domain Adaptive Semantic Segmentation
  1 Jan 2021 0 repositories listed
• XLA: A Robust Unsupervised Data Augmentation Framework for Cross-Lingual NLP
  1 Jan 2021 0 repositories listed
• Hybrid Interest Modeling for Long-tailed Users
  29 Dec 2020 0 repositories listed
• From Handheld to Unconstrained Object Detection: a Weakly-supervised On-line Learning Approach
  28 Dec 2020 0 repositories listed
• Motif-Driven Contrastive Learning of Graph Representations
  23 Dec 2020 0 repositories listed
• Self-supervised self-supervision by combining deep learning and probabilistic logic
  23 Dec 2020 0 repositories listed
• Self-Supervised Learning for Visual Summary Identification in Scientific Publications
  21 Dec 2020 0 repositories listed
• Leveraging Meta-path Contexts for Classification in Heterogeneous Information Networks
  18 Dec 2020 0 repositories listed
• Self-supervised Learning with Fully Convolutional Networks
  18 Dec 2020 0 repositories listed
• The effectiveness of unsupervised subword modeling with autoregressive and cross-lingual phone-aware networks
  17 Dec 2020 0 repositories listed
• Aggregative Self-Supervised Feature Learning from a Limited Sample
  14 Dec 2020 0 repositories listed
• InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees
  13 Dec 2020 0 repositories listed
• Exploiting Behavioral Consistence for Universal User Representation
  11 Dec 2020 0 repositories listed
• Debiased-CAM to mitigate image perturbations with faithful visual explanations of machine learning
  10 Dec 2020 0 repositories listed
• CASTing Your Model: Learning to Localize Improves Self-Supervised Representations
  8 Dec 2020 0 repositories listed
• Self-Supervision Closes the Gap Between Weak and Strong Supervision in Histology
  7 Dec 2020 0 repositories listed
• Art Style Classification with Self-Trained Ensemble of AutoEncoding Transformations
  6 Dec 2020 0 repositories listed
• Temporal-Aware Self-Supervised Learning for 3D Hand Pose and Mesh Estimation in Videos
  6 Dec 2020 0 repositories listed
• Seed the Views: Hierarchical Semantic Alignment for Contrastive Representation Learning
  4 Dec 2020 0 repositories listed
• Rethinking supervised learning: insights from biological learning and from calling it by its name
  4 Dec 2020 0 repositories listed
• Intermediate Self-supervised Learning for Machine Translation Quality Estimation
  1 Dec 2020 0 repositories listed
• Latent Programmer: Discrete Latent Codes for Program Synthesis
  1 Dec 2020 0 repositories listed
• Self-Supervised Learning for Pairwise Data Refinement
  1 Dec 2020 0 repositories listed
• A Selective Survey on Versatile Knowledge Distillation Paradigm for Neural Network Models
  30 Nov 2020 0 repositories listed
• SIR: Self-supervised Image Rectification via Seeing the Same Scene from Multiple Different Lenses
  30 Nov 2020 0 repositories listed
• Evaluation of Out-of-Distribution Detection Performance of Self-Supervised Learning in a Controllable Environment
  26 Nov 2020 0 repositories listed
• Can Temporal Information Help with Contrastive Self-Supervised Learning?
  25 Nov 2020 0 repositories listed
• Grafit: Learning fine-grained image representations with coarse labels
  25 Nov 2020 0 repositories listed
• PGL: Prior-Guided Local Self-supervised Learning for 3D Medical Image Segmentation
  25 Nov 2020 0 repositories listed
• Variational Monocular Depth Estimation for Reliability Prediction
  24 Nov 2020 0 repositories listed
• Run Away From your Teacher: Understanding BYOL by a Novel Self-Supervised Approach
  22 Nov 2020 0 repositories listed
• Learning Object-Centric Video Models by Contrasting Sets
  20 Nov 2020 0 repositories listed
• Self-Supervised learning with cross-modal transformers for emotion recognition
  20 Nov 2020 0 repositories listed
• Classification by Attention: Scene Graph Classification with Prior Knowledge
  19 Nov 2020 0 repositories listed
• Robot Gaining Accurate Pouring Skills through Self-Supervised Learning and Generalization
  19 Nov 2020 0 repositories listed
• Self-Supervised Physics-Guided Deep Learning Reconstruction For High-Resolution 3D LGE CMR
  18 Nov 2020 0 repositories listed
• Combining Self-Supervised and Supervised Learning with Noisy Labels
  16 Nov 2020 0 repositories listed
• Graph-Based Neural Network Models with Multiple Self-Supervised Auxiliary Tasks
  14 Nov 2020 0 repositories listed
• Discriminative, Generative and Self-Supervised Approaches for Target-Agnostic Learning
  12 Nov 2020 0 repositories listed
• Unsupervised Learning of Dense Visual Representations
  11 Nov 2020 0 repositories listed
• Graph Neural Networks for Distributed Linear-Quadratic Control
  10 Nov 2020 0 repositories listed
• Robots of the Lost Arc: Self-Supervised Learning to Dynamically Manipulate Fixed-Endpoint Cables
  10 Nov 2020 0 repositories listed
• Self-Supervised Out-of-Distribution Detection in Brain CT Scans
  10 Nov 2020 0 repositories listed
• Towards Domain-Agnostic Contrastive Learning
  9 Nov 2020 0 repositories listed
• Self-Supervised Learning for Biological Sample Localization in 3D Tomographic Images
  6 Nov 2020 0 repositories listed
• Deep Metric Learning with Spherical Embedding
  5 Nov 2020 0 repositories listed
• NICT Kyoto Submission for the WMT’20 Quality Estimation Task: Intermediate Training for Domain and Task Adaptation
  1 Nov 2020 0 repositories listed