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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 103 of 106: papers 10,201 to 10,300 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.

• Unsupervised Representation Learning with Laplacian Pyramid Auto-encoders
  16 Jan 2018 0 repositories listed
• Representation Learning with Autoencoders for Electronic Health Records: A Comparative Study
  6 Jan 2018 0 repositories listed
• A Bayesian Nonparametric Topic Model with Variational Auto-Encoders
  1 Jan 2018 0 repositories listed
• Deep Learning Inferences with Hybrid Homomorphic Encryption
  1 Jan 2018 0 repositories listed
• Demystifying overcomplete nonlinear auto-encoders: fast SGD convergence towards sparse representation from random initialization
  1 Jan 2018 0 repositories listed
• Exploring Asymmetric Encoder-Decoder Structure for Context-based Sentence Representation Learning
  1 Jan 2018 0 repositories listed
• Fast Node Embeddings: Learning Ego-Centric Representations
  1 Jan 2018 0 repositories listed
• Jiffy: A Convolutional Approach to Learning Time Series Similarity
  1 Jan 2018 0 repositories listed
• Neighbor-encoder
  1 Jan 2018 0 repositories listed
• The Mutual Autoencoder: Controlling Information in Latent Code Representations
  1 Jan 2018 0 repositories listed
• The Set Autoencoder: Unsupervised Representation Learning for Sets
  1 Jan 2018 0 repositories listed
• Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference
  30 Dec 2017 0 repositories listed
• Learning Deep Similarity Models with Focus Ranking for Fabric Image Retrieval
  29 Dec 2017 0 repositories listed
• Co-Morbidity Exploration on Wearables Activity Data Using Unsupervised Pre-training and Multi-Task Learning
  27 Dec 2017 0 repositories listed
• Combining Representation Learning with Logic for Language Processing
  27 Dec 2017 0 repositories listed
• Domain Adaptation Meets Disentangled Representation Learning and Style Transfer
  25 Dec 2017 0 repositories listed
• Mathematics of Deep Learning
  13 Dec 2017 0 repositories listed
• Network Representation Learning: A Survey
  4 Dec 2017 0 repositories listed
• Generative Adversarial Networks for Electronic Health Records: A Framework for Exploring and Evaluating Methods for Predicting Drug-Induced Laboratory Test Trajectories
  1 Dec 2017 0 repositories listed
• Multimodal Learning and Reasoning for Visual Question Answering
  1 Dec 2017 0 repositories listed
• Unsupervised Generative Adversarial Cross-modal Hashing
  1 Dec 2017 0 repositories listed
• YNU-HPCC at IJCNLP-2017 Task 4: Attention-based Bi-directional GRU Model for Customer Feedback Analysis Task of English
  1 Dec 2017 0 repositories listed
• Representation Learning for Scale-free Networks
  29 Nov 2017 0 repositories listed
• Learning Less-Overlapping Representations
  25 Nov 2017 0 repositories listed
• Predictive Learning: Using Future Representation Learning Variantial Autoencoder for Human Action Prediction
  25 Nov 2017 0 repositories listed
• Adversarial Network Embedding
  21 Nov 2017 0 repositories listed
• A Genetic Algorithm Approach for ImageRepresentation Learning through Color Quantization
  18 Nov 2017 0 repositories listed
• Deep Matching Autoencoders
  16 Nov 2017 0 repositories listed
• 3D Shape Classification Using Collaborative Representation based Projections
  13 Nov 2017 0 repositories listed
• Scale out for large minibatch SGD: Residual network training on ImageNet-1K with improved accuracy and reduced time to train
  12 Nov 2017 0 repositories listed
• Deep Within-Class Covariance Analysis for Robust Audio Representation Learning
  10 Nov 2017 0 repositories listed
• Deep Hyperspherical Learning
  8 Nov 2017 0 repositories listed
• Learning Solving Procedure for Artificial Neural Network
  6 Nov 2017 0 repositories listed
• Marginalized graph autoencoder for graph clustering
  6 Nov 2017 0 repositories listed
• Context-Aware Smoothing for Neural Machine Translation
  1 Nov 2017 0 repositories listed
• Implicit Syntactic Features for Target-dependent Sentiment Analysis
  1 Nov 2017 0 repositories listed
• Information Bottleneck Inspired Method For Chat Text Segmentation
  1 Nov 2017 0 repositories listed
• On Modeling Sense Relatedness in Multi-prototype Word Embedding
  1 Nov 2017 0 repositories listed
• Speeding up Context-based Sentence Representation Learning with Non-autoregressive Convolutional Decoding
  28 Oct 2017 0 repositories listed
• Inductive Representation Learning in Large Attributed Graphs
  25 Oct 2017 0 repositories listed
• Improving One-Shot Learning through Fusing Side Information
  23 Oct 2017 0 repositories listed
• Graph Embedding with Rich Information through Heterogeneous Network
  18 Oct 2017 0 repositories listed
• Learning Deep Context-aware Features over Body and Latent Parts for Person Re-identification
  18 Oct 2017 0 repositories listed
• Information-Theoretic Representation Learning for Positive-Unlabeled Classification
  15 Oct 2017 0 repositories listed
• CM-GANs: Cross-modal Generative Adversarial Networks for Common Representation Learning
  14 Oct 2017 0 repositories listed
• Residual Connections Encourage Iterative Inference
  13 Oct 2017 0 repositories listed
• Function space analysis of deep learning representation layers
  9 Oct 2017 0 repositories listed
• Reconstruction of Hidden Representation for Robust Feature Extraction
  8 Oct 2017 0 repositories listed
• RUM: network Representation learning throUgh Multi-level structural information preservation
  8 Oct 2017 0 repositories listed
• Linear-Time Sequence Classification using Restricted Boltzmann Machines
  6 Oct 2017 0 repositories listed
• Content-Adaptive Sketch Portrait Generation by Decompositional Representation Learning
  4 Oct 2017 0 repositories listed
• Deep Determinantal Point Process for Large-Scale Multi-Label Classification
  1 Oct 2017 0 repositories listed
• Deep Spatial-Semantic Attention for Fine-Grained Sketch-Based Image Retrieval
  1 Oct 2017 0 repositories listed
• Directionally Convolutional Networks for 3D Shape Segmentation
  1 Oct 2017 0 repositories listed
• EMR-based medical knowledge representation and inference via Markov random fields and distributed representation learning
  20 Sep 2017 0 repositories listed
• Learning to update Auto-associative Memory in Recurrent Neural Networks for Improving Sequence Memorization
  19 Sep 2017 0 repositories listed
• Limitations of Cross-Lingual Learning from Image Search
  18 Sep 2017 0 repositories listed
• Representation Learning on Graphs: Methods and Applications
  17 Sep 2017 0 repositories listed
• Unsupervised state representation learning with robotic priors: a robustness benchmark
  15 Sep 2017 0 repositories listed
• A Framework for Generalizing Graph-based Representation Learning Methods
  14 Sep 2017 0 repositories listed
• GLAD: Global-Local-Alignment Descriptor for Pedestrian Retrieval
  13 Sep 2017 0 repositories listed
• Une véritable approche ℓ₀ pour l'apprentissage de dictionnaire
  12 Sep 2017 0 repositories listed
• Cross-Lingual Word Representations: Induction and Evaluation
  1 Sep 2017 0 repositories listed
• End-to-End Neural Relation Extraction with Global Optimization
  1 Sep 2017 0 repositories listed
• Multi-task Attention-based Neural Networks for Implicit Discourse Relationship Representation and Identification
  1 Sep 2017 0 repositories listed
• Discovery of Visual Semantics by Unsupervised and Self-Supervised Representation Learning
  19 Aug 2017 0 repositories listed
• Nonnegative Restricted Boltzmann Machines for Parts-based Representations Discovery and Predictive Model Stabilization
  18 Aug 2017 0 repositories listed
• Statistical Latent Space Approach for Mixed Data Modelling and Applications
  18 Aug 2017 0 repositories listed
• Acoustic Feature Learning via Deep Variational Canonical Correlation Analysis
  11 Aug 2017 0 repositories listed
• SESA: Supervised Explicit Semantic Analysis
  10 Aug 2017 0 repositories listed
• Transitive Invariance for Self-supervised Visual Representation Learning
  9 Aug 2017 0 repositories listed
• MHTN: Modal-adversarial Hybrid Transfer Network for Cross-modal Retrieval
  8 Aug 2017 0 repositories listed
• Neural-based Context Representation Learning for Dialog Act Classification
  8 Aug 2017 0 repositories listed
• Combining Word-Level and Character-Level Representations for Relation Classification of Informal Text
  1 Aug 2017 0 repositories listed
• Does the Geometry of Word Embeddings Help Document Classification? A Case Study on Persistent Homology-Based Representations
  1 Aug 2017 0 repositories listed
• Dual Motion GAN for Future-Flow Embedded Video Prediction
  1 Aug 2017 0 repositories listed
• Gradual Learning of Matrix-Space Models of Language for Sentiment Analysis
  1 Aug 2017 0 repositories listed
• Improved Representation Learning for Predicting Commonsense Ontologies
  1 Aug 2017 0 repositories listed
• Intrinsic and Extrinsic Evaluation of Spatiotemporal Text Representations in Twitter Streams
  1 Aug 2017 0 repositories listed
• Learning Bilingual Projections of Embeddings for Vocabulary Expansion in Machine Translation
  1 Aug 2017 0 repositories listed
• LearningToQuestion at SemEval 2017 Task 3: Ranking Similar Questions by Learning to Rank Using Rich Features
  1 Aug 2017 0 repositories listed
• Modeling Large-Scale Structured Relationships with Shared Memory for Knowledge Base Completion
  1 Aug 2017 0 repositories listed
• Online Partial Least Square Optimization: Dropping Convexity for Better Efficiency and Scalability
  1 Aug 2017 0 repositories listed
• Plan, Attend, Generate: Character-Level Neural Machine Translation with Planning
  1 Aug 2017 0 repositories listed
• Prediction of Frame-to-Frame Relations in the FrameNet Hierarchy with Frame Embeddings
  1 Aug 2017 0 repositories listed
• Proceedings of the 2nd Workshop on Representation Learning for NLP
  1 Aug 2017 0 repositories listed
• Representing Compositionality based on Multiple Timescales Gated Recurrent Neural Networks with Adaptive Temporal Hierarchy for Character-Level Language Models
  1 Aug 2017 0 repositories listed
• Semantic Vector Encoding and Similarity Search Using Fulltext Search Engines
  1 Aug 2017 0 repositories listed
• SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity
  1 Aug 2017 0 repositories listed
• Sense Contextualization in a Dependency-Based Compositional Distributional Model
  1 Aug 2017 0 repositories listed
• Towards Harnessing Memory Networks for Coreference Resolution
  1 Aug 2017 0 repositories listed
• UMDeep at SemEval-2017 Task 1: End-to-End Shared Weight LSTM Model for Semantic Textual Similarity
  1 Aug 2017 0 repositories listed
• Learning Robust Representations for Computer Vision
  31 Jul 2017 0 repositories listed
• Sparse Deep Nonnegative Matrix Factorization
  28 Jul 2017 0 repositories listed
• Representation-Aggregation Networks for Segmentation of Multi-Gigapixel Histology Images
  27 Jul 2017 0 repositories listed
• Learning Sparse Representations in Reinforcement Learning with Sparse Coding
  26 Jul 2017 0 repositories listed
• Representation Learning on Large and Small Data
  25 Jul 2017 0 repositories listed
• The RepEval 2017 Shared Task: Multi-Genre Natural Language Inference with Sentence Representations
  25 Jul 2017 0 repositories listed
• Delineation of line patterns in images using B-COSFIRE filters
  24 Jul 2017 0 repositories listed
• Group-wise Deep Co-saliency Detection
  24 Jul 2017 0 repositories listed