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Representation Learning

4,925 papers

Papers per year

7
51
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487
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Papers

Learning to Order Graph Elements with Application to Multilingual Surface Realization EMNLP 2019
Structure Learning for Neural Module Networks EMNLP 2019
Eigencharacter: An Embedding of Chinese Character Orthography EMNLP 2019
Towards Latent Attribute Discovery From Triplet Similarities ICCV 2019
Learning Local Descriptors With a CDF-Based Dynamic Soft Margin ICCV 2019
Better and Faster: Exponential Loss for Image Patch Matching ICCV 2019
Accelerate Learning of Deep Hashing With Gradient Attention ICCV 2019
A Closed-Form Solution to Universal Style Transfer ICCV 2019
Learn to Scale: Generating Multipolar Normalized Density Maps for Crowd Counting ICCV 2019
Symmetry-Constrained Rectification Network for Scene Text Recognition ICCV 2019
Learning Action Representations for Reinforcement Learning ICML 2019
Analyzing and Improving Representations with the Soft Nearest Neighbor Loss ICML 2019
DeepMDP: Learning Continuous Latent Space Models for Representation Learning ICML 2019
A Semantics-based Model for Predicting Children's Vocabulary IJCAI 2019
Semantic Role Labeling with Iterative Structure Refinement IJCNLP 2019
Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons IJCNLP 2019
Recurrent Positional Embedding for Neural Machine Translation IJCNLP 2019
Multi-Granularity Representations of Dialog IJCNLP 2019
Structuring Latent Spaces for Stylized Response Generation IJCNLP 2019
A Regularization Approach for Incorporating Event Knowledge and Coreference Relations into Neural Discourse Parsing IJCNLP 2019
Concept Pointer Network for Abstractive Summarization IJCNLP 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks IJCNLP 2019
HMEAE: Hierarchical Modular Event Argument Extraction IJCNLP 2019
Improved Speech Separation with Time-and-Frequency Cross-Domain Joint Embedding and Clustering INTERSPEECH 2019
Survey Talk: Multimodal Processing of Speech and Language INTERSPEECH 2019