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Convolutional Neural Networks

973 papers

Papers per year

2
63
112
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Papers

Recombinator Networks: Learning Coarse-To-Fine Feature Aggregation CVPR 2016
Saliency Unified: A Deep Architecture for Simultaneous Eye Fixation Prediction and Salient Object Segmentation CVPR 2016
Marr Revisited: 2D-3D Alignment via Surface Normal Prediction CVPR 2016
Deep Exemplar 2D-3D Detection by Adapting From Real to Rendered Views CVPR 2016
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting NIPS 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks NIPS 2015
Character-level Convolutional Networks for Text Classification NIPS 2015
Spatial Transformer Networks NIPS 2015
Recursive Training of 2D-3D Convolutional Networks for Neuronal Boundary Prediction NIPS 2015
Visalogy: Answering Visual Analogy Questions NIPS 2015
Learning to Segment Object Candidates NIPS 2015
Spectral Representations for Convolutional Neural Networks NIPS 2015
Convolutional Neural Networks with Intra-Layer Recurrent Connections for Scene Labeling NIPS 2015
Texture Synthesis Using Convolutional Neural Networks NIPS 2015
Deep Generative Image Models using a Laplacian Pyramid of Adversarial Networks NIPS 2015
Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding NIPS 2015
Deeply Learning the Messages in Message Passing Inference NIPS 2015
Shepard Convolutional Neural Networks NIPS 2015
Deep Visual Analogy-Making NIPS 2015
Going Deeper With Convolutions CVPR 2015
Shape Driven Kernel Adaptation in Convolutional Neural Network for Robust Facial Traits Recognition CVPR 2015
Modeling Local and Global Deformations in Deep Learning: Epitomic Convolution, Multiple Instance Learning, and Sliding Window Detection CVPR 2015
Grasp Type Revisited: A Modern Perspective on a Classical Feature for Vision CVPR 2015
Hypercolumns for Object Segmentation and Fine-Grained Localization CVPR 2015
Designing Deep Networks for Surface Normal Estimation CVPR 2015