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Methodology
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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
Fisher Vectors Meet Neural Networks: A Hybrid Classification Architecture
CVPR 2015
DeepContour: A Deep Convolutional Feature Learned by Positive-Sharing Loss for Contour Detection
CVPR 2015
Convolutional Feature Masking for Joint Object and Stuff Segmentation
CVPR 2015
Hierarchical-PEP Model for Real-World Face Recognition
CVPR 2015
Taking a Deeper Look at Pedestrians
CVPR 2015
Learning to Compare Image Patches via Convolutional Neural Networks
CVPR 2015
segDeepM: Exploiting Segmentation and Context in Deep Neural Networks for Object Detection
CVPR 2015
Deep Convolutional Neural Fields for Depth Estimation From a Single Image
CVPR 2015
Understanding Deep Image Representations by Inverting Them
CVPR 2015
Convolutional Neural Networks at Constrained Time Cost
CVPR 2015
Interaction Part Mining: A Mid-Level Approach for Fine-Grained Action Recognition
CVPR 2015
Deep Networks for Saliency Detection via Local Estimation and Global Search
CVPR 2015
Deep Hierarchical Parsing for Semantic Segmentation
CVPR 2015
Beyond Short Snippets: Deep Networks for Video Classification
CVPR 2015
3D ShapeNets: A Deep Representation for Volumetric Shapes
CVPR 2015
Sketch-Based 3D Shape Retrieval Using Convolutional Neural Networks
CVPR 2015
From Image-Level to Pixel-Level Labeling With Convolutional Networks
CVPR 2015
Learning to Generate Chairs With Convolutional Neural Networks
CVPR 2015
Learning to Transduce with Unbounded Memory
NIPS 2015
End-To-End Memory Networks
NIPS 2015
Character-level Convolutional Networks for Text Classification
NIPS 2015
A Normative Theory of Adaptive Dimensionality Reduction in Neural Networks
NIPS 2015
Skip-Thought Vectors
NIPS 2015
Recursive Training of 2D-3D Convolutional Networks for Neuronal Boundary Prediction
NIPS 2015
Semi-supervised Learning with Ladder Networks
NIPS 2015
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