Model Architecture

Recognize Complex Events From Static Images by Fusing Deep Channels CVPR 2015 Sparse Convolutional Neural Networks CVPR 2015 Spatial Transformer Networks NeurIPS 2015 Spectral Representations for Convolutional Neural Networks NeurIPS 2015 Structured Transforms for Small-Footprint Deep Learning NeurIPS 2015 The Application of Two-Level Attention Models in Deep Convolutional Neural Network for Fine-Grained Image Classification CVPR 2015 Training Very Deep Networks NeurIPS 2015 A Clockwork RNN ICML 2014 Adaptive Sampling for Large Scale Boosting JMLR 2014 Dropout: A Simple Way to Prevent Neural Networks from Overfitting JMLR 2014 Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation NeurIPS 2014 Learning by Stretching Deep Networks ICML 2014 Dropout Training as Adaptive Regularization NeurIPS 2013 Fast dropout training ICML 2013 Gated Autoencoders with Tied Input Weights ICML 2013 Image Matting with Local and Nonlocal Smooth Priors CVPR 2013 Predicting Parameters in Deep Learning NeurIPS 2013 Wavelets on Graphs via Deep Learning NeurIPS 2013 Kernel Descriptors for Visual Recognition NeurIPS 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 NeurIPS 2008 Greedy Layer-Wise Training of Deep Networks NeurIPS 2006