Techniques

Efficient and Accurate Approximations of Nonlinear Convolutional Networks CVPR 2015 End-To-End Memory Networks NeurIPS 2015 Exemplar SVMs as Visual Feature Encoders CVPR 2015 Grammar as a Foreign Language NeurIPS 2015 HD-CNN: Hierarchical Deep Convolutional Neural Networks for Large Scale Visual Recognition ICCV 2015 Holistically-Nested Edge Detection ICCV 2015 Human Parsing With Contextualized Convolutional Neural Network ICCV 2015 Learning both Weights and Connections for Efficient Neural Network NeurIPS 2015 Learning Deep Object Detectors From 3D Models ICCV 2015 Learning Wake-Sleep Recurrent Attention Models NeurIPS 2015 Look and Think Twice: Capturing Top-Down Visual Attention With Feedback Convolutional Neural Networks ICCV 2015 Matrix Backpropagation for Deep Networks With Structured Layers ICCV 2015 Optimizing Neural Networks with Kronecker-factored Approximate Curvature ICML 2015 Path-SGD: Path-Normalized Optimization in Deep Neural Networks NeurIPS 2015 Pointer Networks NeurIPS 2015 Recognize Complex Events From Static Images by Fusing Deep Channels CVPR 2015 Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding NeurIPS 2015 Semi-supervised Sequence Learning NeurIPS 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 Visual Tracking With Fully Convolutional Networks ICCV 2015