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Methodology
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Deep Learning
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Convolutional Neural Networks
960 directly classified papers
Papers per year
2008: 1
2010: 2
2011: 1
2012: 4
2013: 5
2014: 18
2015: 63
2016: 83
2017: 113
2018: 137
2019: 172
2020: 112
2021: 83
2022: 69
2023: 31
2024: 46
2025: 20
Papers
DAVANet: Stereo Deblurring With View Aggregation
CVPR 2019
Unprocessing Images for Learned Raw Denoising
CVPR 2019
Monocular Total Capture: Posing Face, Body, and Hands in the Wild
CVPR 2019
Residual Networks for Light Field Image Super-Resolution
CVPR 2019
Inter-Class Angular Loss for Convolutional Neural Networks
AAAI 2019
Nesti-Net: Normal Estimation for Unstructured 3D Point Clouds Using Convolutional Neural Networks
CVPR 2019
VPDS: An AI-Based Automated Vehicle Occupancy and Violation Detection System
AAAI 2019
Fast Spatio-Temporal Residual Network for Video Super-Resolution
CVPR 2019
Second-Order Attention Network for Single Image Super-Resolution
CVPR 2019
Convolutional Neural Networks Can Be Deceived by Visual Illusions
CVPR 2019
PointConv: Deep Convolutional Networks on 3D Point Clouds
CVPR 2019
Octree Guided CNN With Spherical Kernels for 3D Point Clouds
CVPR 2019
DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation
CVPR 2019
Monocular Depth Estimation Using Relative Depth Maps
CVPR 2019
Deformable ConvNets V2: More Deformable, Better Results
CVPR 2019
Explicit Spatial Encoding for Deep Local Descriptors
CVPR 2019
Learning Fully Dense Neural Networks for Image Semantic Segmentation
AAAI 2019
Kernel Transformer Networks for Compact Spherical Convolution
CVPR 2019
Learning to Explore Intrinsic Saliency for Stereoscopic Video
CVPR 2019
Relation-Shape Convolutional Neural Network for Point Cloud Analysis
CVPR 2019
Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images
CVPR 2019
Semantic Correlation Promoted Shape-Variant Context for Segmentation
CVPR 2019
Fully Learnable Group Convolution for Acceleration of Deep Neural Networks
CVPR 2019
Spatially Invariant Unsupervised Object Detection with Convolutional Neural Networks
AAAI 2019
Rules of the Road: Predicting Driving Behavior With a Convolutional Model of Semantic Interactions
CVPR 2019
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