Papers
Deep Neural Networks Learn Non-Smooth Functions Effectively
Masaaki Imaizumi, Kenji Fukumizu
Deep Neural Networks with Multi-Branch Architectures Are Intrinsically Less Non-Convex
Hongyang Zhang, Junru Shao, Ruslan Salakhutdinov
Deep Non-Rigid Structure From Motion
Chen Kong, Simon Lucey
DeepNose: Using artificial neural networks to represent the space of odorants
Ngoc Tran, Daniel Kepple, Sergey Shuvaev et al.
DeepOBS: A Deep Learning Optimizer Benchmark Suite
Frank Schneider, Lukas Balles, Philipp Hennig
Deep Online Learning Via Meta-Learning: Continual Adaptation for Model-Based RL
Anusha Nagabandi, Chelsea Finn, Sergey Levine
Deep Optics for Monocular Depth Estimation and 3D Object Detection
Julie Chang, Gordon Wetzstein
Deep Optimal Stopping
Sebastian Becker, Patrick Cheridito, Arnulf Jentzen
Deep Ordinal Regression for Pledge Specificity Prediction
Shivashankar Subramanian, Trevor Cohn, Timothy Baldwin
Deep Ordinal Regression for Pledge Specificity Prediction
Shivashankar Subramanian, Trevor Cohn, Timothy Baldwin
Deep Parametric Indoor Lighting Estimation
Marc-Andre Gardner, Yannick Hold-Geoffroy, Kalyan Sunkavalli et al.
Deep Plug-And-Play Super-Resolution for Arbitrary Blur Kernels
Kai Zhang, Wangmeng Zuo, Lei Zhang
DeepPruner: Learning Efficient Stereo Matching via Differentiable PatchMatch
Shivam Duggal, Shenlong Wang, Wei-Chiu Ma et al.
Deep Random Splines for Point Process Intensity Estimation of Neural Population Data
Gabriel Loaiza-Ganem, Sean Perkins, Karen Schroeder et al.
Deep Reactive Policies for Planning in Stochastic Nonlinear Domains
Thiago P. Bueno, Leliane N. de Barros, Denis D. Mauá et al.
DeepRec: An Open-source Toolkit for Deep Learning based Recommendation
Shuai Zhang, Yi Tay, Lina Yao et al.
Deep Recurrent Quantization for Generating Sequential Binary Codes
Jingkuan Song, Xiaosu Zhu, Lianli Gao et al.
Deep Recurrent Survival Analysis
Kan Ren, Jiarui Qin, Lei Zheng et al.
Deep Reinforcement Active Learning for Human-in-the-Loop Person Re-Identification
Zimo Liu, Jingya Wang, Shaogang Gong et al.
Deep Reinforcement Learning-based Text Anonymization against Private-Attribute Inference
Ahmadreza Mosallanezhad, Ghazaleh Beigi, Huan Liu
Deep Reinforcement Learning-based Text Anonymization against Private-Attribute Inference
Ahmadreza Mosallanezhad, Ghazaleh Beigi, Huan Liu
Deep Reinforcement Learning for Green Security Games with Real-Time Information
Yufei Wang, Zheyuan Ryan Shi, Lantao Yu et al.
Deep Reinforcement Learning for Ride-sharing Dispatching and Repositioning
Zhiwei (Tony) Qin, Xiaocheng Tang, Yan Jiao et al.
Deep Reinforcement Learning for Subpixel Neural Tracking
Tianhong Dai, Magda Dubois, Kai Arulkumaran et al.
Deep Reinforcement Learning for Swarm Systems
Maximilian Hüttenrauch, Adrian Šošić, Gerhard Neumann