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Deep Learning

66,648 papers (25 classified directly here)

Subtopics

Learning Types (28,663) Architectures (27,448) Models (16,617) Techniques (8,241) Optimization & Theory (6,829) Application Areas (46)

Papers per year

2
65
428
6150
10854
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Papers (including subtopics)

VAE with a VampPrior AISTATS 2018
Multimodal Prediction and Personalization of Photo Edits with Deep Generative Models AISTATS 2018
Fast generalization error bound of deep learning from a kernel perspective AISTATS 2018
Towards Provable Learning of Polynomial Neural Networks Using Low-Rank Matrix Estimation AISTATS 2018
Scalable Generalized Dynamic Topic Models AISTATS 2018
Metrics for Deep Generative Models AISTATS 2018
On Statistical Optimality of Variational Bayes AISTATS 2018
Learning Generative Models with Sinkhorn Divergences AISTATS 2018
Robust Locally-Linear Controllable Embedding AISTATS 2018
The emergence of spectral universality in deep networks AISTATS 2018
Proximity Variational Inference AISTATS 2018
Zero Pronoun Resolution with Attention-based Neural Network COLING 2018
They Exist! Introducing Plural Mentions to Coreference Resolution and Entity Linking COLING 2018
Triad-based Neural Network for Coreference Resolution COLING 2018
Distance-Free Modeling of Multi-Predicate Interactions in End-to-End Japanese Predicate-Argument Structure Analysis COLING 2018
Two Local Models for Neural Constituent Parsing COLING 2018
RNN Simulations of Grammaticality Judgments on Long-distance Dependencies COLING 2018
Representation Learning of Entities and Documents from Knowledge Base Descriptions COLING 2018
Identifying Emergent Research Trends by Key Authors and Phrases COLING 2018
A Deep Dive into Word Sense Disambiguation with LSTM COLING 2018
One-shot Learning for Question-Answering in Gaokao History Challenge COLING 2018
Can Taxonomy Help? Improving Semantic Question Matching using Question Taxonomy COLING 2018
Employing Text Matching Network to Recognise Nuclearity in Chinese Discourse COLING 2018
Transition-based Neural RST Parsing with Implicit Syntax Features COLING 2018
Deep Enhanced Representation for Implicit Discourse Relation Recognition COLING 2018