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Convolutional Neural Networks

960 directly classified papers

Papers per year

Papers

Reading Like HER: Human Reading Inspired Extractive Summarization EMNLP 2019
Visual Detection with Context for Document Layout Analysis EMNLP 2019
Neural News Recommendation with Heterogeneous User Behavior EMNLP 2019
Sequential Learning of Convolutional Features for Effective Text Classification EMNLP 2019
Learning with Noisy Labels for Sentence-level Sentiment Classification EMNLP 2019
Finding the Needle in the Haystack with Convolutions: on the benefits of architectural bias NIPS 2019
R2D2: Reliable and Repeatable Detector and Descriptor NIPS 2019
GIFT: Learning Transformation-Invariant Dense Visual Descriptors via Group CNNs NIPS 2019
More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation NIPS 2019
FreeAnchor: Learning to Match Anchors for Visual Object Detection NIPS 2019
Glyce: Glyph-vectors for Chinese Character Representations NIPS 2019
Deep Structured Prediction for Facial Landmark Detection NIPS 2019
Point-Voxel CNN for Efficient 3D Deep Learning NIPS 2019
U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging NIPS 2019
Comparison Against Task Driven Artificial Neural Networks Reveals Functional Properties in Mouse Visual Cortex NIPS 2019
Neural Similarity Learning NIPS 2019
Learning Conditional Deformable Templates with Convolutional Networks NIPS 2019
LiteEval: A Coarse-to-Fine Framework for Resource Efficient Video Recognition NIPS 2019
Surround Modulation: A Bio-inspired Connectivity Structure for Convolutional Neural Networks NIPS 2019
Gaussian-Based Pooling for Convolutional Neural Networks NIPS 2019
Cascade RPN: Delving into High-Quality Region Proposal Network with Adaptive Convolution NIPS 2019
Cross-channel Communication Networks NIPS 2019
CNN^{2}: Viewpoint Generalization via a Binocular Vision NIPS 2019
On Exact Computation with an Infinitely Wide Neural Net NIPS 2019
Deep Scale-spaces: Equivariance Over Scale NIPS 2019