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← Deep Learning
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Architectures

27,448 papers (33 classified directly here)

Subtopics

Neural Networks (11,723) Transformers (10,397) Graph Neural Networks (4,522) Autoencoders (1,154) Convolutional Neural Networks (973) Recurrent Neural Networks (593) Generative Adversarial Networks (18) Encoder-Decoder (14)

Papers per year

27
213
2915
3174
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Papers (including subtopics)

Relative Attribute Learning with Deep Attentive Cross-image Representation ACML 2018
Sum-Product-Quotient Networks AISTATS 2018
Variational Inference based on Robust Divergences AISTATS 2018
VAE with a VampPrior 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
Robust Locally-Linear Controllable Embedding AISTATS 2018
The emergence of spectral universality in deep networks AISTATS 2018
Zero Pronoun Resolution with Attention-based Neural Network 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
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
A Knowledge-Augmented Neural Network Model for Implicit Discourse Relation Classification COLING 2018
Design Challenges in Named Entity Transliteration COLING 2018
A Comparison of Transformer and Recurrent Neural Networks on Multilingual Neural Machine Translation COLING 2018
Neural Collective Entity Linking COLING 2018
An Empirical Study on Fine-Grained Named Entity Recognition COLING 2018