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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
Adaptive Dilated Network With Self-Correction Supervision for Counting
CVPR 2020
Learning Unsupervised Hierarchical Part Decomposition of 3D Objects From a Single RGB Image
CVPR 2020
Rethinking Depthwise Separable Convolutions: How Intra-Kernel Correlations Lead to Improved MobileNets
CVPR 2020
GDFace: Gated Deformation for Multi-View Face Image Synthesis
AAAI 2020
Variational Context-Deformable ConvNets for Indoor Scene Parsing
CVPR 2020
Cascaded Deep Video Deblurring Using Temporal Sharpness Prior
CVPR 2020
Anisotropic Convolutional Networks for 3D Semantic Scene Completion
CVPR 2020
Segmenting Medical MRI via Recurrent Decoding Cell
AAAI 2020
Interpretable and Accurate Fine-grained Recognition via Region Grouping
CVPR 2020
PFCNN: Convolutional Neural Networks on 3D Surfaces Using Parallel Frames
CVPR 2020
Region Focus Network for Joint Optic Disc and Cup Segmentation
AAAI 2020
Residual Compensation Networks for Heterogeneous Face Recognition
AAAI 2019
DeepDPM: Dynamic Population Mapping via Deep Neural Network
AAAI 2019
Learning Attraction Field Representation for Robust Line Segment Detection
CVPR 2019
Selective Refinement Network for High Performance Face Detection
AAAI 2019
Temporal Deformable Convolutional Encoder-Decoder Networks for Video Captioning
AAAI 2019
C3AE: Exploring the Limits of Compact Model for Age Estimation
CVPR 2019
Object Detection Based on Region Decomposition and Assembly
AAAI 2019
CISI-net: Explicit Latent Content Inference and Imitated Style Rendering for Image Inpainting
AAAI 2019
Toward Convolutional Blind Denoising of Real Photographs
CVPR 2019
Local Temporal Bilinear Pooling for Fine-Grained Action Parsing
CVPR 2019
Spatial Attentive Single-Image Deraining With a High Quality Real Rain Dataset
CVPR 2019
StereoDRNet: Dilated Residual StereoNet
CVPR 2019
Scalable Convolutional Neural Network for Image Compressed Sensing
CVPR 2019
Building Efficient Deep Neural Networks With Unitary Group Convolutions
CVPR 2019
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