Convolutional Neural Networks

Adaptively Connected Neural Networks CVPR 2019 A Grammar-Based Structural CNN Decoder for Code Generation AAAI 2019 A Late Fusion CNN for Digital Matting CVPR 2019 All You Need Is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification CVPR 2019 An Anchor-Free Oriented Text Detector with Connectionist Text Proposal Network ACML 2019 Attention Branch Network: Learning of Attention Mechanism for Visual Explanation CVPR 2019 BASNet: Boundary-Aware Salient Object Detection CVPR 2019 Bi-Directional Cascade Network for Perceptual Edge Detection CVPR 2019 Blind Geometric Distortion Correction on Images Through Deep Learning CVPR 2019 Building Efficient Deep Neural Networks With Unitary Group Convolutions CVPR 2019 C3AE: Exploring the Limits of Compact Model for Age Estimation CVPR 2019 Cascade RPN: Delving into High-Quality Region Proposal Network with Adaptive Convolution NeurIPS 2019 CircConv: A Structured Convolution with Low Complexity AAAI 2019 Circulant Binary Convolutional Networks: Enhancing the Performance of 1-Bit DCNNs With Circulant Back Propagation CVPR 2019 CISI-net: Explicit Latent Content Inference and Imitated Style Rendering for Image Inpainting AAAI 2019 CNN^{2}: Viewpoint Generalization via a Binocular Vision NeurIPS 2019 CNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Networks AAAI 2019 CNNs found to jump around more skillfully than RNNs: Compositional Generalization in Seq2seq Convolutional Networks ACL 2019 Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images CVPR 2019 Collaborative Spatiotemporal Feature Learning for Video Action Recognition CVPR 2019 ColNet: Embedding the Semantics of Web Tables for Column Type Prediction AAAI 2019 Combining Structured and Free-text Electronic Medical Record Data for Real-time Clinical Decision Support ACL 2019 Comparison Against Task Driven Artificial Neural Networks Reveals Functional Properties in Mouse Visual Cortex NeurIPS 2019 Compressing Convolutional Neural Networks via Factorized Convolutional Filters CVPR 2019 CondConv: Conditionally Parameterized Convolutions for Efficient Inference NeurIPS 2019