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Deep Learning
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Neural Networks
11300 directly classified papers
Papers per year
2002: 2
2003: 3
2006: 11
2007: 13
2008: 16
2009: 16
2010: 23
2011: 27
2012: 30
2013: 55
2014: 69
2015: 145
2016: 408
2017: 695
2018: 1065
2019: 1479
2020: 1348
2021: 1407
2022: 1147
2023: 1123
2024: 1083
2025: 811
2026: 324
Papers
Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation
NIPS 2016
R-FCN: Object Detection via Region-based Fully Convolutional Networks
NIPS 2016
CliqueCNN: Deep Unsupervised Exemplar Learning
NIPS 2016
Universal Correspondence Network
NIPS 2016
Doubly Convolutional Neural Networks
NIPS 2016
Understanding the Effective Receptive Field in Deep Convolutional Neural Networks
NIPS 2016
Stochastic Multiple Choice Learning for Training Diverse Deep Ensembles
NIPS 2016
Swapout: Learning an ensemble of deep architectures
NIPS 2016
Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes
NIPS 2016
LightRNN: Memory and Computation-Efficient Recurrent Neural Networks
NIPS 2016
Composition-Preserving Deep Photo Aesthetics Assessment
CVPR 2016
Do Computational Models Differ Systematically From Human Object Perception?
CVPR 2016
Accurate Image Super-Resolution Using Very Deep Convolutional Networks
CVPR 2016
Learning to Assign Orientations to Feature Points
CVPR 2016
Temporal Action Localization in Untrimmed Videos via Multi-Stage CNNs
CVPR 2016
Part-Stacked CNN for Fine-Grained Visual Categorization
CVPR 2016
Efficient Training of Very Deep Neural Networks for Supervised Hashing
CVPR 2016
3D Shape Attributes
CVPR 2016
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network
CVPR 2016
Detecting Events and Key Actors in Multi-Person Videos
CVPR 2016
Temporal Action Localization With Pyramid of Score Distribution Features
CVPR 2016
ProNet: Learning to Propose Object-Specific Boxes for Cascaded Neural Networks
CVPR 2016
DAG-Recurrent Neural Networks For Scene Labeling
CVPR 2016
Learning Multi-Domain Convolutional Neural Networks for Visual Tracking
CVPR 2016
RAID-G: Robust Estimation of Approximate Infinite Dimensional Gaussian With Application to Material Recognition
CVPR 2016
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