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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)

Graph and Autoencoder Based Feature Extraction for Zero-shot Learning IJCAI 2019
Knowledge Amalgamation from Heterogeneous Networks by Common Feature Learning IJCAI 2019
E²GAN: End-to-End Generative Adversarial Network for Multivariate Time Series Imputation IJCAI 2019
Coarse-to-Fine Image Inpainting via Region-wise Convolutions and Non-Local Correlation IJCAI 2019
Exploiting Interaction Links for Node Classification with Deep Graph Neural Networks IJCAI 2019
Improving representation learning in autoencoders via multidimensional interpolation and dual regularizations IJCAI 2019
Discovering Regularities from Traditional Chinese Medicine Prescriptions via Bipartite Embedding Model IJCAI 2019
A Degeneracy Framework for Scalable Graph Autoencoders IJCAI 2019
The Pupil Has Become the Master: Teacher-Student Model-Based Word Embedding Distillation with Ensemble Learning IJCAI 2019
Exchangeability and Kernel Invariance in Trained MLPs IJCAI 2019
DeepCU: Integrating both Common and Unique Latent Information for Multimodal Sentiment Analysis IJCAI 2019
Hierarchical Diffusion Attention Network IJCAI 2019
Neural News Recommendation with Attentive Multi-View Learning IJCAI 2019
Graph Convolutional Networks on User Mobility Heterogeneous Graphs for Social Relationship Inference IJCAI 2019
BPAM: Recommendation Based on BP Neural Network with Attention Mechanism IJCAI 2019
CFM: Convolutional Factorization Machines for Context-Aware Recommendation IJCAI 2019
Spatio-Temporal Attentive RNN for Node Classification in Temporal Attributed Graphs IJCAI 2019
Learning a Generative Model for Fusing Infrared and Visible Images via Conditional Generative Adversarial Network with Dual Discriminators IJCAI 2019
Topology Attack and Defense for Graph Neural Networks: An Optimization Perspective IJCAI 2019
MR-GNN: Multi-Resolution and Dual Graph Neural Network for Predicting Structured Entity Interactions IJCAI 2019
Deep Spectral Kernel Learning IJCAI 2019
Dual Self-Paced Graph Convolutional Network: Towards Reducing Attribute Distortions Induced by Topology IJCAI 2019
Masked Graph Convolutional Network IJCAI 2019
Legal Judgment Prediction via Multi-Perspective Bi-Feedback Network IJCAI 2019
A Vectorized Relational Graph Convolutional Network for Multi-Relational Network Alignment IJCAI 2019