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Representation Learning

20,822 papers

Papers per year

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101
309
2011
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Papers

Text Completion using Context-Integrated Dependency Parsing ACL 2018
Quantum-Inspired Complex Word Embedding ACL 2018
Speeding up Context-based Sentence Representation Learning with Non-autoregressive Convolutional Decoding ACL 2018
Connecting Supervised and Unsupervised Sentence Embeddings ACL 2018
Evaluating Word Embeddings in Multi-label Classification Using Fine-Grained Name Typing ACL 2018
Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation ACL 2018
Characters or Morphemes: How to Represent Words? ACL 2018
Learning Hierarchical Structures On-The-Fly with a Recurrent-Recursive Model for Sequences ACL 2018
Limitations of Cross-Lingual Learning from Image Search ACL 2018
Learning Distributional Token Representations from Visual Features ACL 2018
Deep Correlation Structure Preserved Label Space Embedding for Multi-label Classification ACML 2018
Feature-correlation-aware Gaussian Process Latent Variable Model ACML 2018
End-to-End Learning of Multi-scale Convolutional Neural Network for Stereo Matching ACML 2018
Joint Patch-Group Based Sparse Representation for Image Inpainting ACML 2018
Person Re-identification by Mid-level Attribute and Part-based Identity Learning ACML 2018
End-to-End Time Series Imputation via Residual Short Paths ACML 2018
Extracting Invariant Features From Images Using An Equivariant Autoencoder ACML 2018
Cartoon-to-Photo Facial Translation with Generative Adversarial Networks ACML 2018
Construction of Incoherent Dictionaries via Direct Babel Function Minimization ACML 2018
Deep Multi-instance Learning with Dynamic Pooling ACML 2018
Fast Randomized PCA for Sparse Data ACML 2018
Knowledge Guided Multi-instance Multi-label Learning via Neural Networks in Medicines Prediction ACML 2018
Relative Attribute Learning with Deep Attentive Cross-image Representation ACML 2018
The Geometry of Random Features AISTATS 2018
Multi-scale Nystrom Method AISTATS 2018