Papers
Deep, Convolutional, and Recurrent Models for Human Activity Recognition Using Wearables
Nils Y. Hammerla, Shane Halloran, Thomas Plötz
Deep Convolutional Neural Networks and Data Augmentation for Acoustic Event Recognition
Naoya Takahashi, Michael Gygli, Beat Pfister et al.
Deep Convolutional Neural Networks for Microscopy-Based Point of Care Diagnostics
John A Quinn, Rose Nakasi, Pius K. B. Mugagga et al.
Deep Convolutional Neural Networks with Layer-Wise Context Expansion and Attention
Dong Yu, Wayne Xiong, Jasha Droppo et al.
DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation
Leonid Pishchulin, Eldar Insafutdinov, Siyu Tang et al.
Deep Decision Network for Multi-Class Image Classification
Venkatesh N. Murthy, Vivek Singh, Terrence Chen et al.
Deeper syntax for better semantic parsing
Olivier Michalon, Corentin Ribeyre, Marie Candito et al.
Deep Exemplar 2D-3D Detection by Adapting From Real to Rendered Views
Francisco Massa, Bryan C. Russell, Mathieu Aubry
Deep Exploration via Bootstrapped DQN
Ian Osband, Charles Blundell, Alexander Pritzel et al.
DeepFashion: Powering Robust Clothes Recognition and Retrieval With Rich Annotations
Ziwei Liu, Ping Luo, Shi Qiu et al.
DeepFool: A Simple and Accurate Method to Fool Deep Neural Networks
Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Pascal Frossard
Deep Fusion LSTMs for Text Semantic Matching
Pengfei Liu, Xipeng Qiu, Jifan Chen et al.
Deep Gate Recurrent Neural Network
Yuan Gao, Dorota Glowacka
Deep Gaussian Conditional Random Field Network: A Model-Based Deep Network for Discriminative Denoising
Raviteja Vemulapalli, Oncel Tuzel, Ming-Yu Liu
Deep Gaussian Processes for Regression using Approximate Expectation Propagation
Thang Bui, Daniel Hernandez-Lobato, Jose Hernandez-Lobato et al.
Deep Hand: How to Train a CNN on 1 Million Hand Images When Your Data Is Continuous and Weakly Labelled
Oscar Koller, Hermann Ney, Richard Bowden
DeepHand: Robust Hand Pose Estimation by Completing a Matrix Imputed With Deep Features
Ayan Sinha, Chiho Choi, Karthik Ramani
Deep Interactive Object Selection
Ning Xu, Brian Price, Scott Cohen et al.
Deep Kernel Learning
Andrew Gordon Wilson, Zhiting Hu, Ruslan Salakhutdinov et al.
Deep Learning for Predicting Human Strategic Behavior
Jason S Hartford, James R Wright, Kevin Leyton-Brown
Deep Learning for Reward Design to Improve Monte Carlo Tree Search in ATARI Games
Xiaoxiao Guo, Satinder Singh, Richard Lewis et al.
Deep Learning Games
Dale Schuurmans, Martin A Zinkevich
Deep Learning Models of the Retinal Response to Natural Scenes
Lane McIntosh, Niru Maheswaranathan, Aran Nayebi et al.
Deep Learning without Poor Local Minima
Kenji Kawaguchi
Deep Lexical Segmentation and Syntactic Parsing in the Easy-First Dependency Framework
Matthieu Constant, Joseph Le Roux, Nadi Tomeh