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Representation Learning

Papers archive 2025-07-28

archive papers tagged: 10,580 · with a code link: 4,662 · where Syntology ran a sample: 1,439 (1,228 with a run with no instrument failure, 211 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (1,439 of 10,580 tagged: 1,228 with a run with no instrument failure, 211 where every run was a failure of Syntology's instrument)

Page 84 of 106: papers 8,301 to 8,400 of 10,580, 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.

• GCN-SL: Graph Convolutional Network with Structure Learning for Disassortative Graphs
  29 Sep 2021 0 repositories listed
• GLASS: GNN with Labeling Tricks for Subgraph Representation Learning
  29 Sep 2021 0 repositories listed
• Graph Convolutional Networks via Adaptive Filter Banks
  29 Sep 2021 0 repositories listed
• Implicit Bias of Projected Subgradient Method Gives Provable Robust Recovery of Subspaces of Unknown Codimension
  29 Sep 2021 0 repositories listed
• Improving Discriminative Visual Representation Learning via Automatic Mixup
  29 Sep 2021 0 repositories listed
• Inductive-Biases for Contrastive Learning of Disentangled Representations
  29 Sep 2021 0 repositories listed
• Information-Aware Time Series Meta-Contrastive Learning
  29 Sep 2021 0 repositories listed
• Information-Bottleneck-Based Behavior Representation Learning for Multi-agent Reinforcement learning
  29 Sep 2021 0 repositories listed
• Informative Robust Causal Representation for Generalizable Deep Learning
  29 Sep 2021 0 repositories listed
• Interest-based Item Representation Framework for Recommendation with Multi-Interests Capsule Network
  29 Sep 2021 0 repositories listed
• Interrogating Paradigms in Self-supervised Graph Representation Learning
  29 Sep 2021 0 repositories listed
• Invariant Causal Representation Learning for Out-of-Distribution Generalization
  29 Sep 2021 0 repositories listed
• Iterative Bilinear Temporal-Spectral Fusion for Unsupervised Representation Learning in Time Series
  29 Sep 2021 0 repositories listed
• Learning Better Visual Representations for Weakly-Supervised Object Detection Using Natural Language Supervision
  29 Sep 2021 0 repositories listed
• Learning Controllable Elements Oriented Representations for Reinforcement Learning
  29 Sep 2021 0 repositories listed
• LEARNING PHONEME-LEVEL DISCRETE SPEECH REPRESENTATION WITH WORD-LEVEL SUPERVISION
  29 Sep 2021 0 repositories listed
• Learning Pseudometric-based Action Representations for Offline Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Learning Structure from the Ground up---Hierarchical Representation Learning by Chunking
  29 Sep 2021 0 repositories listed
• Learning Universal User Representations via Self-Supervised Lifelong Behaviors Modeling
  29 Sep 2021 0 repositories listed
• Measuring the Interpretability of Unsupervised Representations via Quantized Reversed Probing
  29 Sep 2021 0 repositories listed
• Metric Learning on Temporal Graphs via Few-Shot Examples
  29 Sep 2021 0 repositories listed
• Mimicking Randomized Controlled Trials to Learn End-to-End Patient Representations through Self-Supervised Covariate Balancing for Causal Treatment Effect Estimation
  29 Sep 2021 0 repositories listed
• Modeling label correlations implicitly through latent label encodings for multi-label text classification
  29 Sep 2021 0 repositories listed
• Multi-Domain Self-Supervised Learning
  29 Sep 2021 0 repositories listed
• Mutual Information Estimation as a Difference of Entropies for Unsupervised Representation Learning
  29 Sep 2021 0 repositories listed
• Mutual Information Minimization Based Disentangled Learning Framework For Causal Effect Estimation
  29 Sep 2021 0 repositories listed
• Neural Knitworks: Patched Neural Implicit Representation Networks
  29 Sep 2021 0 repositories listed
• Offline Pre-trained Multi-Agent Decision Transformer
  29 Sep 2021 0 repositories listed
• On the interventional consistency of autoencoders
  29 Sep 2021 0 repositories listed
• One Stage Autoencoders for Multi-Domain Learning
  29 Sep 2021 0 repositories listed
• PASS: Patch-Aware Self-Supervision for Vision Transformer
  29 Sep 2021 0 repositories listed
• Patchwise Sparse Dictionary Learning from pre-trained Neural Network Activation Maps for Anomaly Detection in Images
  29 Sep 2021 0 repositories listed
• Personalized PageRank meets Graph Attention Networks
  29 Sep 2021 0 repositories listed
• Provably Filtering Exogenous Distractors using Multistep Inverse Dynamics
  29 Sep 2021 0 repositories listed
• Reconstruction for disentanglement, Contrast for invariance
  29 Sep 2021 0 repositories listed
• Recursive Disentanglement Network
  29 Sep 2021 0 repositories listed
• Regularized Autoencoders for Isometric Representation Learning
  29 Sep 2021 0 repositories listed
• Residual Contrastive Learning: Unsupervised Representation Learning from Residuals
  29 Sep 2021 0 repositories listed
• Scalable Hierarchical Embeddings of Complex Networks
  29 Sep 2021 0 repositories listed
• Selective Cross-Domain Consistency Regularization for Time Series Domain Generalization
  29 Sep 2021 0 repositories listed
• Shaping latent representations using Self-Organizing Maps with Relevance Learning
  29 Sep 2021 0 repositories listed
• SimMER: Simple Maximization of Entropy and Rank for Self-supervised Representation Learning
  29 Sep 2021 0 repositories listed
• Spatio-temporal Disentangled representation learning for mobility prediction
  29 Sep 2021 0 repositories listed
• Spatiotemporal Representation Learning on Time Series with Dynamic Graph ODEs
  29 Sep 2021 0 repositories listed
• SpecTRA: Spectral Transformer for Graph Representation Learning
  29 Sep 2021 0 repositories listed
• Sphere2Vec: Self-Supervised Location Representation Learning on Spherical Surfaces
  29 Sep 2021 0 repositories listed
• Stability Regularization for Discrete Representation Learning
  29 Sep 2021 0 repositories listed
• Surgical Prediction with Interpretable Latent Representation
  29 Sep 2021 0 repositories listed
• SynCLR: A Synthesis Framework for Contrastive Learning of out-of-domain Speech Representations
  29 Sep 2021 0 repositories listed
• T-WaveNet: A Tree-Structured Wavelet Neural Network for Time Series Signal Analysis
  29 Sep 2021 0 repositories listed
• Task Relatedness-Based Generalization Bounds for Meta Learning
  29 Sep 2021 0 repositories listed
• Time-aware Relational Graph Attention Network for Temporal Knowledge Graph Embeddings
  29 Sep 2021 0 repositories listed
• Towards Better Understanding and Better Generalization of Low-shot Classification in Histology Images with Contrastive Learning
  29 Sep 2021 0 repositories listed
• Towards Feature Overcorrelation in Deeper Graph Neural Networks
  29 Sep 2021 0 repositories listed
• Towards simple time-to-event modeling: optimizing neural networks via rank regression
  29 Sep 2021 0 repositories listed
• Training Deep Generative Models via Auxiliary Supervised Learning
  29 Sep 2021 0 repositories listed
• Understanding Metric Learning on Unit Hypersphere and Generating Better Examples for Adversarial Training
  29 Sep 2021 0 repositories listed
• Using Graph Representation Learning with Schema Encoders to Measure the Severity of Depressive Symptoms
  29 Sep 2021 0 repositories listed
• Value-aware transformers for 1.5d data
  29 Sep 2021 0 repositories listed
• Vi-MIX FOR SELF-SUPERVISED VIDEO REPRESENTATION
  29 Sep 2021 0 repositories listed
• Visual Representation Learning over Latent Domains
  29 Sep 2021 0 repositories listed
• What Makes for Good Representations for Contrastive Learning
  29 Sep 2021 0 repositories listed
• WHAT TO DO IF SPARSE REPRESENTATION LEARNING FAILS UNEXPECTEDLY?
  29 Sep 2021 0 repositories listed
• Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representation
  29 Sep 2021 0 repositories listed
• Making Curiosity Explicit in Vision-based RL
  28 Sep 2021 0 repositories listed
• Audio-to-Image Cross-Modal Generation
  27 Sep 2021 0 repositories listed
• ConTIG: Continuous Representation Learning on Temporal Interaction Graphs
  27 Sep 2021 0 repositories listed
• ICPE: An Item Cluster-Wise Pareto-Efficient Framework for Recommendation Debiasing
  27 Sep 2021 0 repositories listed
• Multi-way Clustering and Discordance Analysis through Deep Collective Matrix Tri-Factorization
  27 Sep 2021 0 repositories listed
• Cluster Analysis with Deep Embeddings and Contrastive Learning
  26 Sep 2021 0 repositories listed
• LINDA: Multi-Agent Local Information Decomposition for Awareness of Teammates
  26 Sep 2021 0 repositories listed
• Self-Supervised Video Representation Learning by Video Incoherence Detection
  26 Sep 2021 0 repositories listed
• Self-Enhancing Multi-filter Sequence-to-Sequence Model
  25 Sep 2021 0 repositories listed
• AES Systems Are Both Overstable And Oversensitive: Explaining Why And Proposing Defenses
  24 Sep 2021 0 repositories listed
• Dense Contrastive Visual-Linguistic Pretraining
  24 Sep 2021 0 repositories listed
• Understanding Spending Behavior: Recurrent Neural Network Explanation and Interpretation
  24 Sep 2021 0 repositories listed
• Edge but not Least: Cross-View Graph Pooling
  24 Sep 2021 0 repositories listed
• Holistic Semi-Supervised Approaches for EEG Representation Learning
  24 Sep 2021 0 repositories listed
• Long Short View Feature Decomposition via Contrastive Video Representation Learning
  23 Sep 2021 0 repositories listed
• Automated Feature-Topic Pairing: Aligning Semantic and Embedding Spaces in Spatial Representation Learning
  22 Sep 2021 0 repositories listed
• HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning
  22 Sep 2021 0 repositories listed
• Representation Learning for Short Text Clustering
  21 Sep 2021 0 repositories listed
• Socially Supervised Representation Learning: the Role of Subjectivity in Learning Efficient Representations
  20 Sep 2021 0 repositories listed
• Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition
  19 Sep 2021 0 repositories listed
• Interest-oriented Universal User Representation via Contrastive Learning
  18 Sep 2021 0 repositories listed
• Multilingual Molecular Representation Learning via Contrastive Pre-training
  18 Sep 2021 0 repositories listed
• Visual Representation Learning for Preference-Aware Path Planning
  18 Sep 2021 0 repositories listed
• Audio-Visual Collaborative Representation Learning for Dynamic Saliency Prediction
  17 Sep 2021 0 repositories listed
• Carl-Lead: Lidar-based End-to-End Autonomous Driving with Contrastive Deep Reinforcement Learning
  17 Sep 2021 0 repositories listed
• Contrastive Word Embedding Learning for Neural Machine Translation
  17 Sep 2021 0 repositories listed
• Dense Semantic Contrast for Self-Supervised Visual Representation Learning
  16 Sep 2021 0 repositories listed
• Semi-Supervised Visual Representation Learning for Fashion Compatibility
  16 Sep 2021 0 repositories listed
• Comparing Reconstruction- and Contrastive-based Models for Visual Task Planning
  14 Sep 2021 0 repositories listed
• Graph Embedding via Diffusion-Wavelets-Based Node Feature Distribution Characterization
  14 Sep 2021 0 repositories listed
• Network representation learning systematic review: ancestors and current development state
  14 Sep 2021 0 repositories listed
• Predicting the outcome of team movements -- Player time series analysis using fuzzy and deep methods for representation learning
  13 Sep 2021 0 repositories listed
• Task Guided Compositional Representation Learning for ZDA
  13 Sep 2021 0 repositories listed
• Constructing Phrase-level Semantic Labels to Form Multi-Grained Supervision for Image-Text Retrieval
  12 Sep 2021 0 repositories listed
• CauseRec: Counterfactual User Sequence Synthesis for Sequential Recommendation
  11 Sep 2021 0 repositories listed
• Joint Debiased Representation Learning and Imbalanced Data Clustering
  11 Sep 2021 0 repositories listed