Papers
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 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
Deeply-Recursive Convolutional Network for Image Super-Resolution
Jiwon Kim, Jung Kwon Lee, Kyoung Mu Lee
DeepMath - Deep Sequence Models for Premise Selection
Geoffrey Irving, Christian Szegedy, Alexander A Alemi et al.
Deep Metric Learning via Lifted Structured Feature Embedding
Hyun Oh Song, Yu Xiang, Stefanie Jegelka et al.
Deep Neural Network Based Acoustic-to-Articulatory Inversion Using Phone Sequence Information
Xurong Xie, Xunying Liu, Lan Wang
Deep Neural Network Bottleneck Features for Acoustic Event Recognition
Seongkyu Mun, Suwon Shon, Wooil Kim et al.
Deep Neural Network Frontend for Continuous EMG-Based Speech Recognition
Michael Wand, Jürgen Schmidhuber
Deep Neural Networks for i-Vector Language Identification of Short Utterances in Cars
Omid Ghahabi, Antonio Bonafonte, Javier Hernando et al.
Deep Neural Networks for Voice Quality Assessment Based on the GRBAS Scale
Simin Xie, Nan Yan, Ping Yu et al.
Deep Neural Networks with Inexact Matching for Person Re-Identification
Arulkumar Subramaniam, Moitreya Chatterjee, Anurag Mittal
Deep Reflectance Maps
Konstantinos Rematas, Tobias Ritschel, Mario Fritz et al.
Deep Region and Multi-Label Learning for Facial Action Unit Detection
Kaili Zhao, Wen-Sheng Chu, Honggang Zhang
Deep Relative Distance Learning: Tell the Difference Between Similar Vehicles
Hongye Liu, Yonghong Tian, Yaowei Yang et al.
Deep Residual Learning for Image Recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren et al.
Deep Saliency With Encoded Low Level Distance Map and High Level Features
Gayoung Lee, Yu-Wing Tai, Junmo Kim
Deep SimNets
Nadav Cohen, Or Sharir, Amnon Shashua