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Architectures

27,448 papers (33 classified directly here)

Subtopics

Neural Networks (11,723) Transformers (10,397) Graph Neural Networks (4,522) Autoencoders (1,154) Convolutional Neural Networks (973) Recurrent Neural Networks (593) Generative Adversarial Networks (18) Encoder-Decoder (14)

Papers per year

27
213
2915
3174
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Papers (including subtopics)

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
Discriminative Learning of Deep Convolutional Feature Point Descriptors ICCV 2015
A Data-Driven Metric for Comprehensive Evaluation of Saliency Models ICCV 2015
SALICON: Reducing the Semantic Gap in Saliency Prediction by Adapting Deep Neural Networks ICCV 2015
Deep Networks for Image Super-Resolution With Sparse Prior ICCV 2015
Convolutional Color Constancy ICCV 2015
HARF: Hierarchy-Associated Rich Features for Salient Object Detection ICCV 2015
Deep Colorization ICCV 2015
Conditioned Regression Models for Non-Blind Single Image Super-Resolution ICCV 2015
Video Super-Resolution via Deep Draft-Ensemble Learning ICCV 2015
Compression Artifacts Reduction by a Deep Convolutional Network ICCV 2015
Weakly-Supervised Structured Output Learning With Flexible and Latent Graphs Using High-Order Loss Functions ICCV 2015
Semantic Pose Using Deep Networks Trained on Synthetic RGB-D ICCV 2015
Learning Analysis-by-Synthesis for 6D Pose Estimation in RGB-D Images ICCV 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification ICCV 2015
Multi-Scale Recognition With DAG-CNNs ICCV 2015
Aggregating Local Deep Features for Image Retrieval ICCV 2015
Semantic Image Segmentation via Deep Parsing Network ICCV 2015
Human Parsing With Contextualized Convolutional Neural Network ICCV 2015
Holistically-Nested Edge Detection ICCV 2015
Deep Neural Decision Forests ICCV 2015
Deep Fried Convnets ICCV 2015
Learning Discriminative Reconstructions for Unsupervised Outlier Removal ICCV 2015