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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)

Learning Strict Identity Mappings in Deep Residual Networks CVPR 2018
View Extrapolation of Human Body From a Single Image CVPR 2018
Mining Point Cloud Local Structures by Kernel Correlation and Graph Pooling CVPR 2018
Large-Scale Point Cloud Semantic Segmentation With Superpoint Graphs CVPR 2018
ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans CVPR 2018
Attentional ShapeContextNet for Point Cloud Recognition CVPR 2018
Sim2Real Viewpoint Invariant Visual Servoing by Recurrent Control CVPR 2018
EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth From Light Field Images CVPR 2018
Deeply Learned Filter Response Functions for Hyperspectral Reconstruction CVPR 2018
CRRN: Multi-Scale Guided Concurrent Reflection Removal Network CVPR 2018
A Twofold Siamese Network for Real-Time Object Tracking CVPR 2018
RotationNet: Joint Object Categorization and Pose Estimation Using Multiviews From Unsupervised Viewpoints CVPR 2018
V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation From a Single Depth Map CVPR 2018
LSTM Pose Machines CVPR 2018
Convolutional Sequence to Sequence Model for Human Dynamics CVPR 2018
Gesture Recognition: Focus on the Hands CVPR 2018
CosFace: Large Margin Cosine Loss for Deep Face Recognition CVPR 2018
Encoding Crowd Interaction With Deep Neural Network for Pedestrian Trajectory Prediction CVPR 2018
Mean-Variance Loss for Deep Age Estimation From a Face CVPR 2018
Deep Progressive Reinforcement Learning for Skeleton-Based Action Recognition CVPR 2018
Gaze Prediction in Dynamic 360° Immersive Videos CVPR 2018
Pyramid Stereo Matching Network CVPR 2018
Independently Recurrent Neural Network (IndRNN): Building a Longer and Deeper RNN CVPR 2018
Between-Class Learning for Image Classification CVPR 2018
CSGNet: Neural Shape Parser for Constructive Solid Geometry CVPR 2018