Papers
Discriminator optimal transport
Akinori Tanaka
Disentangled behavioural representations
Amir Dezfouli, Hassan Ashtiani, Omar Ghattas et al.
Disentangling Influence: Using disentangled representations to audit model predictions
Charles Marx, Richard Phillips, Sorelle Friedler et al.
DiskANN: Fast Accurate Billion-point Nearest Neighbor Search on a Single Node
Suhas Jayaram Subramanya, Fnu Devvrit, Harsha Vardhan Simhadri et al.
DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction
Qiangeng Xu, Weiyue Wang, Duygu Ceylan et al.
Distinguishing Distributions When Samples Are Strategically Transformed
Hanrui Zhang, Yu Cheng, Vincent Conitzer
Distributed estimation of the inverse Hessian by determinantal averaging
Michal Derezinski, Michael W. Mahoney
Distributed Low-rank Matrix Factorization With Exact Consensus
Zhihui Zhu, Qiuwei Li, Xinshuo Yang et al.
Distributionally Robust Optimization and Generalization in Kernel Methods
Matthew Staib, Stefanie Jegelka
Distributional Policy Optimization: An Alternative Approach for Continuous Control
Chen Tessler, Guy Tennenholtz, Shie Mannor
Distributional Reward Decomposition for Reinforcement Learning
Zichuan Lin, Li Zhao, Derek Yang et al.
Distribution-Independent PAC Learning of Halfspaces with Massart Noise
Ilias Diakonikolas, Themis Gouleakis, Christos Tzamos
Distribution Learning of a Random Spatial Field with a Location-Unaware Mobile Sensor
Meera Pai, Animesh Kumar
Distribution oblivious, risk-aware algorithms for multi-armed bandits with unbounded rewards
Anmol Kagrecha, Jayakrishnan Nair, Krishna Jagannathan
Divergence-Augmented Policy Optimization
Qing Wang, Yingru Li, Jiechao Xiong et al.
Divide and Couple: Using Monte Carlo Variational Objectives for Posterior Approximation
Justin Domke, Daniel R. Sheldon
DM2C: Deep Mixed-Modal Clustering
Yangbangyan Jiang, Qianqian Xu, Zhiyong Yang et al.
Domain Generalization via Model-Agnostic Learning of Semantic Features
Qi Dou, Daniel Coelho de Castro, Konstantinos Kamnitsas et al.
Domes to Drones: Self-Supervised Active Triangulation for 3D Human Pose Reconstruction
Aleksis Pirinen, Erik Gärtner, Cristian Sminchisescu
Don't Blame the ELBO! A Linear VAE Perspective on Posterior Collapse
James Lucas, George Tucker, Roger B Grosse et al.
Don't take it lightly: Phasing optical random projections with unknown operators
Sidharth Gupta, Remi Gribonval, Laurent Daudet et al.
Double Quantization for Communication-Efficient Distributed Optimization
Yue Yu, Jiaxiang Wu, Longbo Huang
Doubly-Robust Lasso Bandit
Gi-Soo Kim, Myunghee Cho Paik
DppNet: Approximating Determinantal Point Processes with Deep Networks
Zelda E. Mariet, Yaniv Ovadia, Jasper Snoek
Drill-down: Interactive Retrieval of Complex Scenes using Natural Language Queries
Fuwen Tan, Paola Cascante-Bonilla, Xiaoxiao Guo et al.