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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 101 of 106: papers 10,001 to 10,100 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.

• Transformative Machine Learning
  8 Nov 2018 0 repositories listed
• View Inter-Prediction GAN: Unsupervised Representation Learning for 3D Shapes by Learning Global Shape Memories to Support Local View Predictions
  7 Nov 2018 0 repositories listed
• Y^2Seq2Seq: Cross-Modal Representation Learning for 3D Shape and Text by Joint Reconstruction and Prediction of View and Word Sequences
  7 Nov 2018 0 repositories listed
• Representation Learning by Reconstructing Neighborhoods
  5 Nov 2018 0 repositories listed
• Towards a Near Universal Time Series Data Mining Tool: Introducing the Matrix Profile
  5 Nov 2018 0 repositories listed
• Simple Attention-Based Representation Learning for Ranking Short Social Media Posts
  2 Nov 2018 0 repositories listed
• Tattoo Image Search at Scale: Joint Detection and Compact Representation Learning
  1 Nov 2018 0 repositories listed
• Unsupervised representation learning using convolutional and stacked auto-encoders: a domain and cross-domain feature space analysis
  1 Nov 2018 0 repositories listed
• Non-linear Canonical Correlation Analysis: A Compressed Representation Approach
  31 Oct 2018 0 repositories listed
• Deep Generative Model with Beta Bernoulli Process for Modeling and Learning Confounding Factors
  31 Oct 2018 0 repositories listed
• Robustly Disentangled Causal Mechanisms: Validating Deep Representations for Interventional Robustness
  31 Oct 2018 0 repositories listed
• SIEVE: Helping Developers Sift Wheat from Chaff via Cross-Platform Analysis
  31 Oct 2018 0 repositories listed
• Weak-supervision for Deep Representation Learning under Class Imbalance
  30 Oct 2018 0 repositories listed
• Deep Within-Class Covariance Analysis for Robust Deep Audio Representation Learning
  22 Oct 2018 0 repositories listed
• Node Representation Learning for Directed Graphs
  22 Oct 2018 0 repositories listed
• Investigating Object Compositionality in Generative Adversarial Networks
  17 Oct 2018 0 repositories listed
• Co-manifold learning with missing data
  16 Oct 2018 0 repositories listed
• TNE: A Latent Model for Representation Learning on Networks
  16 Oct 2018 0 repositories listed
• Learning Deep Representations for Semantic Image Parsing: a Comprehensive Overview
  10 Oct 2018 0 repositories listed
• The Laplacian in RL: Learning Representations with Efficient Approximations
  10 Oct 2018 0 repositories listed
• Continual State Representation Learning for Reinforcement Learning using Generative Replay
  9 Oct 2018 0 repositories listed
• Person-Job Fit: Adapting the Right Talent for the Right Job with Joint Representation Learning
  8 Oct 2018 0 repositories listed
• Trace Quotient with Sparsity Priors for Learning Low Dimensional Image Representations
  8 Oct 2018 0 repositories listed
• Hybrid Active Inference
  5 Oct 2018 0 repositories listed
• Learning Noise-Invariant Representations for Robust Speech Recognition
  2 Oct 2018 0 repositories listed
• Target Aware Network Adaptation for Efficient Representation Learning
  2 Oct 2018 0 repositories listed
• A Framework for Understanding the Role of Morphology in Universal Dependency Parsing
  1 Oct 2018 0 repositories listed
• Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification
  1 Oct 2018 0 repositories listed
• Capturing Regional Variation with Distributed Place Representations and Geographic Retrofitting
  1 Oct 2018 0 repositories listed
• How to represent a word and predict it, too: Improving tied architectures for language modelling
  1 Oct 2018 0 repositories listed
• Learning Neural Representation for CLIR with Adversarial Framework
  1 Oct 2018 0 repositories listed
• Learning Representations for Detecting Abusive Language
  1 Oct 2018 0 repositories listed
• Memory, Show the Way: Memory Based Few Shot Word Representation Learning
  1 Oct 2018 0 repositories listed
• Quantifying Context Overlap for Training Word Embeddings
  1 Oct 2018 0 repositories listed
• Similarity-Based Reconstruction Loss for Meaning Representation
  1 Oct 2018 0 repositories listed
• DOMAIN ADAPTATION VIA DISTRIBUTION AND REPRESENTATION MATCHING: A CASE STUDY ON TRAINING DATA SELECTION VIA REINFORCEMENT LEARNING
  27 Sep 2018 0 repositories listed
• Expressiveness in Deep Reinforcement Learning
  27 Sep 2018 0 repositories listed
• Graph U-Net
  27 Sep 2018 0 repositories listed
• Lorentzian Distance Learning
  27 Sep 2018 0 repositories listed
• P^2IR: Universal Deep Node Representation via Partial Permutation Invariant Set Functions
  27 Sep 2018 0 repositories listed
• TherML: The Thermodynamics of Machine Learning
  27 Sep 2018 0 repositories listed
• Incorporating GAN for Negative Sampling in Knowledge Representation Learning
  23 Sep 2018 0 repositories listed
• cf2vec: Collaborative Filtering algorithm selection using graph distributed representations
  17 Sep 2018 0 repositories listed
• Highly-Economized Multi-View Binary Compression for Scalable Image Clustering
  17 Sep 2018 0 repositories listed
• Towards Deep and Representation Learning for Talent Search at LinkedIn
  17 Sep 2018 0 repositories listed
• apk2vec: Semi-supervised multi-view representation learning for profiling Android applications
  15 Sep 2018 0 repositories listed
• IL-Net: Using Expert Knowledge to Guide the Design of Furcated Neural Networks
  13 Sep 2018 0 repositories listed
• Unsupervised Representation Learning of Speech for Dialect Identification
  12 Sep 2018 0 repositories listed
• Multi-view Models for Political Ideology Detection of News Articles
  10 Sep 2018 0 repositories listed
• Exploiting Invertible Decoders for Unsupervised Sentence Representation Learning
  8 Sep 2018 0 repositories listed
• Multi-view Factorization AutoEncoder with Network Constraints for Multi-omic Integrative Analysis
  6 Sep 2018 0 repositories listed
• HyperML: A Boosting Metric Learning Approach in Hyperbolic Space for Recommender Systems
  5 Sep 2018 0 repositories listed
• Deep Domain Generalization via Conditional Invariant Adversarial Networks
  1 Sep 2018 0 repositories listed
• Deep Multi-Task Learning to Recognise Subtle Facial Expressions of Mental States
  1 Sep 2018 0 repositories listed
• Robust Anchor Embedding for Unsupervised Video Person Re-Identification in the Wild
  1 Sep 2018 0 repositories listed
• Learning Discriminative Representation with Signed Laplacian Restricted Boltzmann Machine
  28 Aug 2018 0 repositories listed
• Representation Learning for Image-based Music Recommendation
  28 Aug 2018 0 repositories listed
• WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse
  28 Aug 2018 0 repositories listed
• Deep Probabilistic Logic: A Unifying Framework for Indirect Supervision
  26 Aug 2018 0 repositories listed
• XAI Beyond Classification: Interpretable Neural Clustering
  22 Aug 2018 0 repositories listed
• Multimodal Deep Neural Networks using Both Engineered and Learned Representations for Biodegradability Prediction
  13 Aug 2018 0 repositories listed
• Towards Learning Fine-Grained Disentangled Representations from Speech
  8 Aug 2018 0 repositories listed
• Adaptive Learning of Local Semantic and Global Structure Representations for Text Classification
  1 Aug 2018 0 repositories listed
• An Exploration of Three Lightly-supervised Representation Learning Approaches for Named Entity Classification
  1 Aug 2018 0 repositories listed
• Analysis of Rhythmic Phrasing: Feature Engineering vs. Representation Learning for Classifying Readout Poetry
  1 Aug 2018 0 repositories listed
• Document Representation Learning for Patient History Visualization
  1 Aug 2018 0 repositories listed
• Interaction-Aware Topic Model for Microblog Conversations through Network Embedding and User Attention
  1 Aug 2018 0 repositories listed
• Joint Learning from Labeled and Unlabeled Data for Information Retrieval
  1 Aug 2018 0 repositories listed
• Knowledge Representation with Conceptual Spaces
  1 Aug 2018 0 repositories listed
• Learning Emotion-enriched Word Representations
  1 Aug 2018 0 repositories listed
• Learning What to Share: Leaky Multi-Task Network for Text Classification
  1 Aug 2018 0 repositories listed
• Model-Free Context-Aware Word Composition
  1 Aug 2018 0 repositories listed
• Contrastive Video Representation Learning via Adversarial Perturbations
  24 Jul 2018 0 repositories listed
• AceKG: A Large-scale Knowledge Graph for Academic Data Mining
  23 Jul 2018 0 repositories listed
• LinkNBed: Multi-Graph Representation Learning with Entity Linkage
  23 Jul 2018 0 repositories listed
• Towards Neural Theorem Proving at Scale
  21 Jul 2018 0 repositories listed
• Deconfounding age effects with fair representation learning when assessing dementia
  19 Jul 2018 0 repositories listed
• Learning Noise-Invariant Representations for Robust Speech Recognition
  17 Jul 2018 0 repositories listed
• Disease Classification within Dermascopic Images Using features extracted by ResNet50 and classification through Deep Forest
  16 Jul 2018 0 repositories listed
• Learning Product Codebooks using Vector Quantized Autoencoders for Image Retrieval
  12 Jul 2018 0 repositories listed
• A Generic Approach to Lung Field Segmentation from Chest Radiographs using Deep Space and Shape Learning
  11 Jul 2018 0 repositories listed
• Distributed Variational Representation Learning
  11 Jul 2018 0 repositories listed
• Understanding VAEs in Fisher-Shannon Plane
  10 Jul 2018 0 repositories listed
• Learning Personalized Representation for Inverse Problems in Medical Imaging Using Deep Neural Network
  4 Jul 2018 0 repositories listed
• Patient representation learning and interpretable evaluation using clinical notes
  3 Jul 2018 0 repositories listed
• Knowledge-Embedded Representation Learning for Fine-Grained Image Recognition
  2 Jul 2018 0 repositories listed
• A Hybrid Learning Scheme for Chinese Word Embedding
  1 Jul 2018 0 repositories listed
• A Named Entity Recognition Shootout for German
  1 Jul 2018 0 repositories listed
• Bridging CNNs, RNNs, and Weighted Finite-State Machines
  1 Jul 2018 0 repositories listed
• Characters or Morphemes: How to Represent Words?
  1 Jul 2018 0 repositories listed
• Chat Discrimination for Intelligent Conversational Agents with a Hybrid CNN-LMTGRU Network
  1 Jul 2018 0 repositories listed
• Comparison of Representations of Named Entities for Document Classification
  1 Jul 2018 0 repositories listed
• Connecting Supervised and Unsupervised Sentence Embeddings
  1 Jul 2018 0 repositories listed
• Deep Reinforcement Learning for NLP
  1 Jul 2018 0 repositories listed
• EmotionX-JTML: Detecting emotions with Attention
  1 Jul 2018 0 repositories listed
• Exploiting Common Characters in Chinese and Japanese to Learn Cross-Lingual Word Embeddings via Matrix Factorization
  1 Jul 2018 0 repositories listed
• Global-Locally Self-Attentive Encoder for Dialogue State Tracking
  1 Jul 2018 0 repositories listed
• GNEG: Graph-Based Negative Sampling for word2vec
  1 Jul 2018 0 repositories listed
• Hierarchical Convolutional Attention Networks for Text Classification
  1 Jul 2018 0 repositories listed
• Improving Optimization in Models With Continuous Symmetry Breaking
  1 Jul 2018 0 repositories listed