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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 88 of 106: papers 8,701 to 8,800 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.

• On Representation Learning for Scientific News Articles Using Heterogeneous Knowledge Graphs
  12 Apr 2021 0 repositories listed
• Graph Representation Learning in Biomedicine
  11 Apr 2021 0 repositories listed
• Representation Learning for Weakly Supervised Relation Extraction
  10 Apr 2021 0 repositories listed
• CARRNN: A Continuous Autoregressive Recurrent Neural Network for Deep Representation Learning from Sporadic Temporal Data
  8 Apr 2021 0 repositories listed
• Detecting of a Patient's Condition From Clinical Narratives Using Natural Language Representation
  8 Apr 2021 0 repositories listed
• Does Your Dermatology Classifier Know What It Doesn't Know? Detecting the Long-Tail of Unseen Conditions
  8 Apr 2021 0 repositories listed
• Machine Learning Based on Natural Language Processing to Detect Cardiac Failure in Clinical Narratives
  8 Apr 2021 0 repositories listed
• Talk, Don't Write: A Study of Direct Speech-Based Image Retrieval
  5 Apr 2021 0 repositories listed
• Uniting Heterogeneity, Inductiveness, and Efficiency for Graph Representation Learning
  4 Apr 2021 0 repositories listed
• Topological Regularization for Graph Neural Networks Augmentation
  3 Apr 2021 0 repositories listed
• Composable Augmentation Encoding for Video Representation Learning
  1 Apr 2021 0 repositories listed
• CUPID: Adaptive Curation of Pre-training Data for Video-and-Language Representation Learning
  1 Apr 2021 0 repositories listed
• Improving Cross-Lingual Transfer for Event Argument Extraction with Language-Universal Sentence Structures
  1 Apr 2021 0 repositories listed
• Lifelong Knowledge-Enriched Social Event Representation Learning
  1 Apr 2021 0 repositories listed
• Multi-GAT: A Graphical Attention-based Hierarchical Multimodal Representation Learning Approach for Human Activity Recognition
  1 Apr 2021 0 repositories listed
• Multiview Pseudo-Labeling for Semi-supervised Learning from Video
  1 Apr 2021 0 repositories listed
• Semi-Supervised Domain Adaptation via Selective Pseudo Labeling and Progressive Self-Training
  1 Apr 2021 0 repositories listed
• Sub-GMN: The Neural Subgraph Matching Network Model
  1 Apr 2021 0 repositories listed
• UC2: Universal Cross-lingual Cross-modal Vision-and-Language Pre-training
  1 Apr 2021 0 repositories listed
• Unsupervised Speech Representation Learning for Behavior Modeling using Triplet Enhanced Contextualized Networks
  1 Apr 2021 0 repositories listed
• Deep adaptive fuzzy clustering for evolutionary unsupervised representation learning
  31 Mar 2021 0 repositories listed
• Learning by Aligning Videos in Time
  31 Mar 2021 0 repositories listed
• Conditional Meta-Learning of Linear Representations
  30 Mar 2021 0 repositories listed
• Large Scale Visual Food Recognition
  30 Mar 2021 0 repositories listed
• Unsupervised Disentanglement of Linear-Encoded Facial Semantics
  30 Mar 2021 0 repositories listed
• Dynamic Network Embedding Survey
  29 Mar 2021 0 repositories listed
• English-Twi Parallel Corpus for Machine Translation
  29 Mar 2021 0 repositories listed
• Joint User Association and Power Allocation in Heterogeneous Ultra Dense Network via Semi-Supervised Representation Learning
  29 Mar 2021 0 repositories listed
• Learning Domain Invariant Representations for Generalizable Person Re-Identification
  29 Mar 2021 0 repositories listed
• Modeling Graph Node Correlations with Neighbor Mixture Models
  29 Mar 2021 0 repositories listed
• PnG BERT: Augmented BERT on Phonemes and Graphemes for Neural TTS
  28 Mar 2021 0 repositories listed
• Representation Learning by Ranking under multiple tasks
  28 Mar 2021 0 repositories listed
• Categorical Representation Learning: Morphism is All You Need
  26 Mar 2021 0 repositories listed
• Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification
  26 Mar 2021 0 repositories listed
• Increasing the Efficiency of Policy Learning for Autonomous Vehicles by Multi-Task Representation Learning
  26 Mar 2021 0 repositories listed
• Hierarchical Deep CNN Feature Set-Based Representation Learning for Robust Cross-Resolution Face Recognition
  25 Mar 2021 0 repositories listed
• Learning Graph Representation by Aggregating Subgraphs via Mutual Information Maximization
  24 Mar 2021 0 repositories listed
• Hierarchical Hyperedge Embedding-based Representation Learning for Group Recommendation
  24 Mar 2021 0 repositories listed
• Information-based Disentangled Representation Learning for Unsupervised MR Harmonization
  24 Mar 2021 0 repositories listed
• Knowledge-aware Contrastive Molecular Graph Learning
  24 Mar 2021 0 repositories listed
• A General Framework for Learning Prosodic-Enhanced Representation of Rap Lyrics
  23 Mar 2021 0 repositories listed
• Characterizing and Improving the Robustness of Self-Supervised Learning through Background Augmentations
  23 Mar 2021 0 repositories listed
• ActivationNet: Representation learning to predict contact quality of interacting 3-D surfaces in engineering designs
  21 Mar 2021 0 repositories listed
• An Unsupervised Sampling Approach for Image-Sentence Matching Using Document-Level Structural Information
  21 Mar 2021 0 repositories listed
• NCoRE: Neural Counterfactual Representation Learning for Combinations of Treatments
  20 Mar 2021 0 repositories listed
• Concentric Spherical GNN for 3D Representation Learning
  18 Mar 2021 0 repositories listed
• Dementia Severity Classification under Small Sample Size and Weak Supervision in Thick Slice MRI
  18 Mar 2021 0 repositories listed
• ALADIN: All Layer Adaptive Instance Normalization for Fine-grained Style Similarity
  17 Mar 2021 0 repositories listed
• Code Completion by Modeling Flattened Abstract Syntax Trees as Graphs
  17 Mar 2021 0 repositories listed
• Dialogue History Matters! Personalized Response Selectionin Multi-turn Retrieval-based Chatbots
  17 Mar 2021 0 repositories listed
• Set-to-Sequence Methods in Machine Learning: a Review
  17 Mar 2021 0 repositories listed
• Cross-Task Instance Representation Interactions and Label Dependencies for Joint Information Extraction with Graph Convolutional Networks
  16 Mar 2021 0 repositories listed
• Boosting ship detection in SAR images with complementary pretraining techniques
  15 Mar 2021 0 repositories listed
• XLST: Cross-lingual Self-training to Learn Multilingual Representation for Low Resource Speech Recognition
  15 Mar 2021 0 repositories listed
• Radar Camera Fusion via Representation Learning in Autonomous Driving
  14 Mar 2021 0 repositories listed
• Optimal Embedding Calibration for Symbolic Music Similarity
  13 Mar 2021 0 repositories listed
• Scaffold Embeddings: Learning the Structure Spanned by Chemical Fragments, Scaffolds and Compounds
  11 Mar 2021 0 repositories listed
• A Local Similarity-Preserving Framework for Nonlinear Dimensionality Reduction with Neural Networks
  10 Mar 2021 0 repositories listed
• Reframing Neural Networks: Deep Structure in Overcomplete Representations
  10 Mar 2021 0 repositories listed
• RL-CSDia: Representation Learning of Computer Science Diagrams
  10 Mar 2021 0 repositories listed
• Variable-rate discrete representation learning
  10 Mar 2021 0 repositories listed
• Bio-Inspired Representation Learning for Visual Attention Prediction
  9 Mar 2021 0 repositories listed
• Contrastive Semi-supervised Learning for ASR
  9 Mar 2021 0 repositories listed
• Learning State Representations via Temporal Cycle-Consistency Constraint in Model-Based Reinforcement Learning
  9 Mar 2021 0 repositories listed
• Pretraining Reward-Free Representations for Data-Efficient Reinforcement Learning
  9 Mar 2021 0 repositories listed
• u-cf2vec: Representation Learning for Personalized Algorithm Selection in Recommender Systems
  9 Mar 2021 0 repositories listed
• Wav2vec-C: A Self-supervised Model for Speech Representation Learning
  9 Mar 2021 0 repositories listed
• Bootstrapped Representation Learning on Graphs
  8 Mar 2021 0 repositories listed
• Nearest Neighbor Search Under Uncertainty
  8 Mar 2021 0 repositories listed
• Persistent Homology and Graphs Representation Learning
  8 Mar 2021 0 repositories listed
• Simplicial Complex Representation Learning
  8 Mar 2021 0 repositories listed
• Deeply Unsupervised Patch Re-Identification for Pre-training Object Detectors
  8 Mar 2021 0 repositories listed
• Learning a State Representation and Navigation in Cluttered and Dynamic Environments
  7 Mar 2021 0 repositories listed
• Network Representation Learning: From Traditional Feature Learning to Deep Learning
  7 Mar 2021 0 repositories listed
• Fairness in TabNet Model by Disentangled Representation for the Prediction of Hospital No-Show
  6 Mar 2021 0 repositories listed
• Imbalance-Aware Self-Supervised Learning for 3D Radiomic Representations
  6 Mar 2021 0 repositories listed
• Simplicial Complex Representation Learning
  6 Mar 2021 0 repositories listed
• Set Representation Learning with Generalized Sliced-Wasserstein Embeddings
  5 Mar 2021 0 repositories listed
• Unsupervised Motion Representation Enhanced Network for Action Recognition
  5 Mar 2021 0 repositories listed
• Hybrid Mutual Information Lower-bound Estimators for Representation Learning
  4 Mar 2021 0 repositories listed
• Deep Clustering by Semantic Contrastive Learning
  3 Mar 2021 0 repositories listed
• Successor Feature Sets: Generalizing Successor Representations Across Policies
  3 Mar 2021 0 repositories listed
• Contrastive Separative Coding for Self-supervised Representation Learning
  1 Mar 2021 0 repositories listed
• On the Fairness of Generative Adversarial Networks (GANs)
  1 Mar 2021 0 repositories listed
• Self-Supervised Multi-View Learning via Auto-Encoding 3D Transformations
  1 Mar 2021 0 repositories listed
• Semantic Data Set Construction from Human Clustering and Spatial Arrangement
  1 Mar 2021 0 repositories listed
• A Complete Discriminative Tensor Representation Learning for Two-Dimensional Correlation Analysis
  28 Feb 2021 0 repositories listed
• Disentangling Geometric Deformation Spaces in Generative Latent Shape Models
  27 Feb 2021 0 repositories listed
• Consistent Assignment for Representation Learning
  26 Feb 2021 0 repositories listed
• Highly Efficient Representation and Active Learning Framework and Its Application to Imbalanced Medical Image Classification
  25 Feb 2021 0 repositories listed
• Persistent Homology and Graphs Representation Learning
  25 Feb 2021 0 repositories listed
• Generalized and Transferable Patient Language Representation for Phenotyping with Limited Data
  24 Feb 2021 0 repositories listed
• Nonlinear Invariant Risk Minimization: A Causal Approach
  24 Feb 2021 0 repositories listed
• The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates
  24 Feb 2021 0 repositories listed
• Theoretical Understandings of Product Embedding for E-commerce Machine Learning
  24 Feb 2021 0 repositories listed
• Provably Improved Context-Based Offline Meta-RL with Attention and Contrastive Learning
  22 Feb 2021 0 repositories listed
• Learning Low-dimensional Manifolds for Scoring of Tissue Microarray Images
  22 Feb 2021 0 repositories listed
• Return-Based Contrastive Representation Learning for Reinforcement Learning
  22 Feb 2021 0 repositories listed
• Towards Causal Representation Learning
  22 Feb 2021 0 repositories listed
• Self-Supervised Learning via multi-Transformation Classification for Action Recognition
  20 Feb 2021 0 repositories listed