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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
StereoDRNet: Dilated Residual StereoNet
CVPR 2019
Local Temporal Bilinear Pooling for Fine-Grained Action Parsing
CVPR 2019
Object Detection Based on Region Decomposition and Assembly
AAAI 2019
Sequential Learning of Convolutional Features for Effective Text Classification
EMNLP 2019
Learning Fully Dense Neural Networks for Image Semantic Segmentation
AAAI 2019
Spatial Attentive Single-Image Deraining With a High Quality Real Rain Dataset
CVPR 2019
C3AE: Exploring the Limits of Compact Model for Age Estimation
CVPR 2019
Pixel-Adaptive Convolutional Neural Networks
CVPR 2019
Building Efficient Deep Neural Networks With Unitary Group Convolutions
CVPR 2019
Second-Order Attention Network for Single Image Super-Resolution
CVPR 2019
Data-Driven Neuron Allocation for Scale Aggregation Networks
CVPR 2019
Spatially Invariant Unsupervised Object Detection with Convolutional Neural Networks
AAAI 2019
Unprocessing Images for Learned Raw Denoising
CVPR 2019
Temporal Deformable Convolutional Encoder-Decoder Networks for Video Captioning
AAAI 2019
Learning Attribute-Specific Representations for Visual Tracking
AAAI 2019
Zoom to Learn, Learn to Zoom
CVPR 2019
Residual Networks for Light Field Image Super-Resolution
CVPR 2019
Co-Saliency Detection via Mask-Guided Fully Convolutional Networks With Multi-Scale Label Smoothing
CVPR 2019
Pyramid Feature Attention Network for Saliency Detection
CVPR 2019
Glyce: Glyph-vectors for Chinese Character Representations
NIPS 2019
FastDraw: Addressing the Long Tail of Lane Detection by Adapting a Sequential Prediction Network
CVPR 2019
NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction
CVPR 2019
RePr: Improved Training of Convolutional Filters
CVPR 2019
Comparison Against Task Driven Artificial Neural Networks Reveals Functional Properties in Mouse Visual Cortex
NIPS 2019
Attention Branch Network: Learning of Attention Mechanism for Visual Explanation
CVPR 2019
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