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Convolutional Neural Networks

960 directly classified papers

Papers per year

Papers

Blind Geometric Distortion Correction on Images Through Deep Learning CVPR 2019
End-To-End Learned Random Walker for Seeded Image Segmentation CVPR 2019
Combining Structured and Free-text Electronic Medical Record Data for Real-time Clinical Decision Support ACL 2019
C3AE: Exploring the Limits of Compact Model for Age Estimation CVPR 2019
MCˆ2: Multi-perspective Convolutional Cube for Conversational Machine Reading Comprehension ACL 2019
Skin-Based Identification From Multispectral Image Data Using CNNs CVPR 2019
Spatial Attentive Single-Image Deraining With a High Quality Real Rain Dataset CVPR 2019
Scalable Convolutional Neural Network for Image Compressed Sensing CVPR 2019
Optimal Transport-based Alignment of Learned Character Representations for String Similarity ACL 2019
CNNs found to jump around more skillfully than RNNs: Compositional Generalization in Seq2seq Convolutional Networks ACL 2019
Convolutional Neural Networks Can Be Deceived by Visual Illusions CVPR 2019
Data-Driven Neuron Allocation for Scale Aggregation Networks CVPR 2019
Convolutional neural networks for low-resource morpheme segmentation: baseline or state-of-the-art? ACL 2019
FastDraw: Addressing the Long Tail of Lane Detection by Adapting a Sequential Prediction Network CVPR 2019
Building Efficient Deep Neural Networks With Unitary Group Convolutions CVPR 2019
StereoDRNet: Dilated Residual StereoNet CVPR 2019
Second-Order Attention Network for Single Image Super-Resolution CVPR 2019
Local Temporal Bilinear Pooling for Fine-Grained Action Parsing CVPR 2019
Non-Parametric Transformation Networks for Learning General Invariances from Data AAAI 2019
Pixel-Adaptive Convolutional Neural Networks CVPR 2019
FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search CVPR 2019
Monocular Total Capture: Posing Face, Body, and Hands in the Wild CVPR 2019
Attention Branch Network: Learning of Attention Mechanism for Visual Explanation CVPR 2019
DAVANet: Stereo Deblurring With View Aggregation CVPR 2019
Nesti-Net: Normal Estimation for Unstructured 3D Point Clouds Using Convolutional Neural Networks CVPR 2019