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Convolutional Neural Networks

960 directly classified papers

Papers per year

Papers

CondConv: Conditionally Parameterized Convolutions for Efficient Inference NIPS 2019
Neural Taskonomy: Inferring the Similarity of Task-Derived Representations from Brain Activity NIPS 2019
Combining Structured and Free-text Electronic Medical Record Data for Real-time Clinical Decision Support ACL 2019
MCˆ2: Multi-perspective Convolutional Cube for Conversational Machine Reading Comprehension ACL 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 for low-resource morpheme segmentation: baseline or state-of-the-art? ACL 2019
TableSense: Spreadsheet Table Detection with Convolutional Neural Networks AAAI 2019
ColNet: Embedding the Semantics of Web Tables for Column Type Prediction AAAI 2019
Distant Supervised Relation Extraction with Separate Head-Tail CNN EMNLP 2019
Extending Event Detection to New Types with Learning from Keywords EMNLP 2019
C3AE: Exploring the Limits of Compact Model for Age Estimation CVPR 2019
End-To-End Learned Random Walker for Seeded Image Segmentation CVPR 2019
Skin-Based Identification From Multispectral Image Data Using CNNs CVPR 2019
Convolutional Neural Networks Can Be Deceived by Visual Illusions CVPR 2019
Scalable Convolutional Neural Network for Image Compressed Sensing CVPR 2019
Spatial Attentive Single-Image Deraining With a High Quality Real Rain Dataset CVPR 2019
Local Temporal Bilinear Pooling for Fine-Grained Action Parsing CVPR 2019
StereoDRNet: Dilated Residual StereoNet CVPR 2019
FastDraw: Addressing the Long Tail of Lane Detection by Adapting a Sequential Prediction Network CVPR 2019
Data-Driven Neuron Allocation for Scale Aggregation Networks CVPR 2019
Building Efficient Deep Neural Networks With Unitary Group Convolutions CVPR 2019
Pixel-Adaptive Convolutional Neural Networks CVPR 2019
Second-Order Attention Network for Single Image Super-Resolution CVPR 2019
Residual Networks for Light Field Image Super-Resolution CVPR 2019