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Model Architecture

4351 directly classified papers

Papers per year

Papers

A Discriminative CNN Video Representation for Event Detection CVPR 2015
Recognize Complex Events From Static Images by Fusing Deep Channels CVPR 2015
Structured Transforms for Small-Footprint Deep Learning NIPS 2015
Learning both Weights and Connections for Efficient Neural Network NIPS 2015
Holistically-Nested Edge Detection ICCV 2015
Human Parsing With Contextualized Convolutional Neural Network ICCV 2015
Describing Videos by Exploiting Temporal Structure ICCV 2015
Matrix Backpropagation for Deep Networks With Structured Layers ICCV 2015
Path-SGD: Path-Normalized Optimization in Deep Neural Networks NIPS 2015
Constrained Convolutional Neural Networks for Weakly Supervised Segmentation ICCV 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification ICCV 2015
Spectral Representations for Convolutional Neural Networks NIPS 2015
Adaptive Sampling for Large Scale Boosting JMLR 2014
Learning by Stretching Deep Networks ICML 2014
Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation NIPS 2014
Dropout: A Simple Way to Prevent Neural Networks from Overfitting JMLR 2014
A Clockwork RNN ICML 2014
Fast dropout training ICML 2013
Dropout Training as Adaptive Regularization NIPS 2013
Gated Autoencoders with Tied Input Weights ICML 2013
Image Matting with Local and Nonlocal Smooth Priors CVPR 2013
Wavelets on Graphs via Deep Learning NIPS 2013
Kernel Descriptors for Visual Recognition NIPS 2010
NEUROSVM: An Architecture to Reduce the Effect of the Choice of Kernel on the Performance of SVM JMLR 2009
Deep Learning with Kernel Regularization for Visual Recognition NIPS 2008