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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)

ShanghaiTech at MRP 2019: Sequence-to-Graph Transduction with Second-Order Edge Inference for Cross-Framework Meaning Representation Parsing CONLL 2019
HIT-SCIR at MRP 2019: A Unified Pipeline for Meaning Representation Parsing via Efficient Training and Effective Encoding CONLL 2019
JBNU at MRP 2019: Multi-level Biaffine Attention for Semantic Dependency Parsing CONLL 2019
ÚFAL MRPipe at MRP 2019: UDPipe Goes Semantic in the Meaning Representation Parsing Shared Task CONLL 2019
Generating Classification Weights With GNN Denoising Autoencoders for Few-Shot Learning CVPR 2019
Kervolutional Neural Networks CVPR 2019
On the Structural Sensitivity of Deep Convolutional Networks to the Directions of Fourier Basis Functions CVPR 2019
Revealing Scenes by Inverting Structure From Motion Reconstructions CVPR 2019
Pushing the Boundaries of View Extrapolation With Multiplane Images CVPR 2019
LAF-Net: Locally Adaptive Fusion Networks for Stereo Confidence Estimation CVPR 2019
NM-Net: Mining Reliable Neighbors for Robust Feature Correspondences CVPR 2019
Video Action Transformer Network CVPR 2019
Timeception for Complex Action Recognition CVPR 2019
Relational Action Forecasting CVPR 2019
Long-Term Feature Banks for Detailed Video Understanding CVPR 2019
Gaussian Temporal Awareness Networks for Action Localization CVPR 2019
Parsing R-CNN for Instance-Level Human Analysis CVPR 2019
Graph-Based Global Reasoning Networks CVPR 2019
SSN: Learning Sparse Switchable Normalization via SparsestMax CVPR 2019
Spherical Fractal Convolutional Neural Networks for Point Cloud Recognition CVPR 2019
Latent Space Autoregression for Novelty Detection CVPR 2019
Selective Kernel Networks CVPR 2019
Scene Memory Transformer for Embodied Agents in Long-Horizon Tasks CVPR 2019
Structural Relational Reasoning of Point Clouds CVPR 2019
MVF-Net: Multi-View 3D Face Morphable Model Regression CVPR 2019