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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 82 of 106: papers 8,101 to 8,200 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.

• WalkingTime: Dynamic Graph Embedding Using Temporal-Topological Flows
  22 Nov 2021 0 repositories listed
• Decentralized Unsupervised Learning of Visual Representations
  21 Nov 2021 0 repositories listed
• HoughCL: Finding Better Positive Pairs in Dense Self-supervised Learning
  21 Nov 2021 0 repositories listed
• Network representation learning: A macro and micro view
  21 Nov 2021 0 repositories listed
• Quaternion-Based Graph Convolution Network for Recommendation
  20 Nov 2021 0 repositories listed
• Towards Graph Self-Supervised Learning with Contrastive Adjusted Zooming
  20 Nov 2021 0 repositories listed
• DyFormer: A Scalable Dynamic Graph Transformer with Provable Benefits on Generalization Ability
  19 Nov 2021 0 repositories listed
• Graph Neural Networks with Feature and Structure Aware Random Walk
  19 Nov 2021 0 repositories listed
• UFO: A UniFied TransfOrmer for Vision-Language Representation Learning
  19 Nov 2021 0 repositories listed
• Unsupervised Visual Time-Series Representation Learning and Clustering
  19 Nov 2021 0 repositories listed
• Linking-Enhanced Pre-Training for Table Semantic Parsing
  18 Nov 2021 0 repositories listed
• Self-Supervised Class Incremental Learning
  18 Nov 2021 0 repositories listed
• Learning to Align Sequential Actions in the Wild
  17 Nov 2021 0 repositories listed
• A Simple General Method for Detecting Textual Adversarial Examples
  16 Nov 2021 0 repositories listed
• A Structure-Aware Argument Encoder for Literature Discourse Analysis
  16 Nov 2021 0 repositories listed
• Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding
  16 Nov 2021 0 repositories listed
• Constructing Phrase-level Semantic Labels to Form Multi-GrainedSupervision for Image-Text Retrieval
  16 Nov 2021 0 repositories listed
• Contextual Representation Learning beyond Masked Language Modeling
  16 Nov 2021 0 repositories listed
• Contrastive Learning for Low Resource Machine Translation
  16 Nov 2021 0 repositories listed
• Control False Negative Instances In Contrastive Learning To ImproveLong-tailed Item Categorization
  16 Nov 2021 0 repositories listed
• Domain-aware Self-supervised Pre-training for Weakly-supervised Meme Analysis
  16 Nov 2021 0 repositories listed
• Dual-space Hierarchical Learning for Goal-guided Conversational Recommendation
  16 Nov 2021 0 repositories listed
• Generative Pretraining for Paraphrase Evaluation
  16 Nov 2021 0 repositories listed
• Isomorphic Cross-lingual Embeddings for Low-Resource Languages
  16 Nov 2021 0 repositories listed
• 𝒴-Tuning: An Efficient Tuning Paradigm for Large-Scale Pre-Trained Models via Label Representation Learning
  16 Nov 2021 0 repositories listed
• Neighbour Contrastive Learning with Heterogeneous Graph Attention Networks on Short Text Classification
  16 Nov 2021 0 repositories listed
• Pre-training Graph Neural Network for Cross Domain Recommendation
  16 Nov 2021 0 repositories listed
• RepAL: A Simple and Plug-and-play Method for Improving Unsupervised Sentence Representations
  16 Nov 2021 0 repositories listed
• Structure and Features Fusion with Evidential Graph Convolutional Neural Network for Node Classification
  16 Nov 2021 0 repositories listed
• Structure Representation Learning by Jointly Learning to Pool and Represent
  16 Nov 2021 0 repositories listed
• Towards Job-Transition-Tag Graph for a Better Job Title Representation Learning
  16 Nov 2021 0 repositories listed
• UCTopic: Unsupervised Contrastive Learning for Phrase Representations and Topic Mining
  16 Nov 2021 0 repositories listed
• CN-Motifs Perceptive Graph Neural Networks
  15 Nov 2021 0 repositories listed
• Contrastive Representation Learning with Trainable Augmentation Channel
  15 Nov 2021 0 repositories listed
• Learning Representations for Pixel-based Control: What Matters and Why?
  15 Nov 2021 0 repositories listed
• QK Iteration: A Self-Supervised Representation Learning Algorithm for Image Similarity
  15 Nov 2021 0 repositories listed
• Scalable Variational Quantum Circuits for Autoencoder-based Drug Discovery
  15 Nov 2021 0 repositories listed
• Scaling Law for Recommendation Models: Towards General-purpose User Representations
  15 Nov 2021 0 repositories listed
• Code Representation Learning with Prüfer Sequences
  14 Nov 2021 0 repositories listed
• Evaluating Contrastive Learning on Wearable Timeseries for Downstream Clinical Outcomes
  13 Nov 2021 0 repositories listed
• Towards an Efficient Voice Identification Using Wav2Vec2.0 and HuBERT Based on the Quran Reciters Dataset
  11 Nov 2021 0 repositories listed
• CLIP2TV: Align, Match and Distill for Video-Text Retrieval
  10 Nov 2021 0 repositories listed
• Topic-aware latent models for representation learning on networks
  10 Nov 2021 0 repositories listed
• Metagenome2Vec: Building Contextualized Representations for Scalable Metagenome Analysis
  9 Nov 2021 0 repositories listed
• Object-Centric Representation Learning with Generative Spatial-Temporal Factorization
  9 Nov 2021 0 repositories listed Syntology 0 ran · 5 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Characterizing the adversarial vulnerability of speech self-supervised learning
  8 Nov 2021 0 repositories listed
• Deep Unsupervised Active Learning on Learnable Graphs
  8 Nov 2021 0 repositories listed
• Inferential SIR-GN: Scalable Graph Representation Learning
  8 Nov 2021 0 repositories listed
• On the Stochastic Stability of Deep Markov Models
  8 Nov 2021 0 repositories listed
• Representation Learning via Quantum Neural Tangent Kernels
  8 Nov 2021 0 repositories listed
• Development of a robust cascaded architecture for intelligent robot grasping using limited labelled data
  6 Nov 2021 0 repositories listed
• Order-Guided Disentangled Representation Learning for Ulcerative Colitis Classification with Limited Labels
  6 Nov 2021 0 repositories listed
• Augmentations in Graph Contrastive Learning: Current Methodological Flaws & Towards Better Practices
  5 Nov 2021 0 repositories listed
• Community detection using low-dimensional network embedding algorithms
  4 Nov 2021 0 repositories listed
• MixSiam: A Mixture-based Approach to Self-supervised Representation Learning
  4 Nov 2021 0 repositories listed
• Modeling Techniques for Machine Learning Fairness: A Survey
  4 Nov 2021 0 repositories listed
• Multi-scale 2D Representation Learning for weakly-supervised moment retrieval
  4 Nov 2021 0 repositories listed
• Tuning the Weights: The Impact of Initial Matrix Configurations on Successor Features Learning Efficacy
  3 Nov 2021 0 repositories listed
• Unsupervised embedding and similarity detection of microregions using public transport schedules
  3 Nov 2021 0 repositories listed
• Multi-input Architecture and Disentangled Representation Learning for Multi-dimensional Modeling of Music Similarity
  2 Nov 2021 0 repositories listed
• Procedural Generalization by Planning with Self-Supervised World Models
  2 Nov 2021 0 repositories listed
• APGN: Adversarial and Parameter Generation Networks for Multi-Source Cross-Domain Dependency Parsing
  1 Nov 2021 0 repositories listed
• Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments
  1 Nov 2021 0 repositories listed
• Dialogue Response Generation via Contrastive Latent Representation Learning
  1 Nov 2021 0 repositories listed
• Does It Happen? Multi-hop Path Structures for Event Factuality Prediction with Graph Transformer Networks
  1 Nov 2021 0 repositories listed
• Entity-level Cross-modal Learning Improves Multi-modal Machine Translation
  1 Nov 2021 0 repositories listed
• EventKE: Event-Enhanced Knowledge Graph Embedding
  1 Nov 2021 0 repositories listed
• Fine-grained Temporal Relation Extraction with Ordered-Neuron LSTM and Graph Convolutional Networks
  1 Nov 2021 0 repositories listed
• Geo-BERT Pre-training Model for Query Rewriting in POI Search
  1 Nov 2021 0 repositories listed
• HiTRANS: A Hierarchical Transformer Network for Nested Named Entity Recognition
  1 Nov 2021 0 repositories listed
• Implicit Sentiment Analysis with Event-centered Text Representation
  1 Nov 2021 0 repositories listed
• Knowledge Graph Representation Learning using Ordinary Differential Equations
  1 Nov 2021 0 repositories listed
• Knowledge Representation Learning with Contrastive Completion Coding
  1 Nov 2021 0 repositories listed
• Learning Cross-lingual Representations for Event Coreference Resolution with Multi-view Alignment and Optimal Transport
  1 Nov 2021 0 repositories listed
• Meta Distant Transfer Learning for Pre-trained Language Models
  1 Nov 2021 0 repositories listed
• Modeling Document-Level Context for Event Detection via Important Context Selection
  1 Nov 2021 0 repositories listed
• Self-Supervised Radio-Visual Representation Learning for 6G Sensing
  1 Nov 2021 0 repositories listed
• Unimodal and Crossmodal Refinement Network for Multimodal Sequence Fusion
  1 Nov 2021 0 repositories listed
• Quality Estimation Using Round-trip Translation with Sentence Embeddings
  31 Oct 2021 0 repositories listed
• Combining Unsupervised and Text Augmented Semi-Supervised Learning for Low Resourced Autoregressive Speech Recognition
  29 Oct 2021 0 repositories listed
• Polyline Generative Navigable Space Segmentation for Autonomous Visual Navigation
  29 Oct 2021 0 repositories listed
• Pre-training Co-evolutionary Protein Representation via A Pairwise Masked Language Model
  29 Oct 2021 0 repositories listed
• Properties from Mechanisms: An Equivariance Perspective on Identifiable Representation Learning
  29 Oct 2021 0 repositories listed
• Audio-visual Representation Learning for Anomaly Events Detection in Crowds
  28 Oct 2021 0 repositories listed
• Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction
  28 Oct 2021 0 repositories listed
• InfoGCL: Information-Aware Graph Contrastive Learning
  28 Oct 2021 0 repositories listed
• Learning Deep Representation with Energy-Based Self-Expressiveness for Subspace Clustering
  28 Oct 2021 0 repositories listed
• Learning to Ground Multi-Agent Communication with Autoencoders
  28 Oct 2021 0 repositories listed
• Residual Relaxation for Multi-view Representation Learning
  28 Oct 2021 0 repositories listed
• Pay attention to emoji: Feature Fusion Network with EmoGraph2vec Model for Sentiment Analysis
  27 Oct 2021 0 repositories listed
• Parameterized Explanations for Investor / Company Matching
  27 Oct 2021 0 repositories listed
• Zero-shot Voice Conversion via Self-supervised Prosody Representation Learning
  27 Oct 2021 0 repositories listed
• Combining expert knowledge and neural networks to model environmental stresses in agriculture
  26 Oct 2021 0 repositories listed
• Directional Self-supervised Learning for Heavy Image Augmentations
  26 Oct 2021 0 repositories listed
• Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks
  26 Oct 2021 0 repositories listed
• Deeper-GXX: Deepening Arbitrary GNNs
  26 Oct 2021 0 repositories listed
• Towards More Generalizable One-shot Visual Imitation Learning
  26 Oct 2021 0 repositories listed
• Review-Based Domain Disentanglement without Duplicate Users or Contexts for Cross-Domain Recommendation
  25 Oct 2021 0 repositories listed
• LAE : Long-tailed Age Estimation
  25 Oct 2021 0 repositories listed
• Reachability Embeddings: Scalable Self-Supervised Representation Learning from Mobility Trajectories for Multimodal Geospatial Computer Vision
  24 Oct 2021 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.