Papers
11,951 papers found
Reward Constrained Policy Optimization
Chen Tessler, Daniel J. Mankowitz, Shie Mannor
Ridesharing with Driver Location Preferences
Duncan Rheingans-Yoo, Scott Duke Kominers, Hongyao Ma et al.
Riemannian Adaptive Optimization Methods
Gary Becigneul, Octavian-Eugen Ganea
Rigorous Agent Evaluation: An Adversarial Approach to Uncover Catastrophic Failures
Jonathan Uesato*, Ananya Kumar*, Csaba Szepesvari* et al.
RNNs implicitly implement tensor-product representations
R. Thomas McCoy, Tal Linzen, Ewan Dunbar et al.
Robust Conditional Generative Adversarial Networks
Grigorios G. Chrysos, Jean Kossaifi, Stefanos Zafeiriou
ROBUST ESTIMATION VIA GENERATIVE ADVERSARIAL NETWORKS
Chao GAO, jiyi LIU, Yuan YAO et al.
Robustness May Be at Odds with Accuracy
Dimitris Tsipras, Shibani Santurkar, Logan Engstrom et al.
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space
Zhiqing Sun, Zhi-Hong Deng, Jian-Yun Nie et al.
RotDCF: Decomposition of Convolutional Filters for Rotation-Equivariant Deep Networks
Xiuyuan Cheng, Qiang Qiu, Robert Calderbank et al.
Sample Efficient Adaptive Text-to-Speech
Yutian Chen, Yannis Assael, Brendan Shillingford et al.
Sample Efficient Imitation Learning for Continuous Control
Fumihiro Sasaki, Tetsuya Yohira, Atsuo Kawaguchi
Scalable Unbalanced Optimal Transport using Generative Adversarial Networks
Karren D. Yang, Caroline Uhler
Selfless Sequential Learning
Rahaf Aljundi, Marcus Rohrbach, Tinne Tuytelaars
Self-Monitoring Navigation Agent via Auxiliary Progress Estimation
Chih-Yao Ma, Jiasen Lu, Zuxuan Wu et al.
Self-Tuning Networks: Bilevel Optimization of Hyperparameters using Structured Best-Response Functions
Matthew Mackay, Paul Vicol, Jonathan Lorraine et al.
Sentence Prosody and Wh-Indeterminates in Taiwan Mandarin
Yu-Yin Hsu, Anqi Xu
SGD Converges to Global Minimum in Deep Learning via Star-convex Path
Yi Zhou, Junjie Yang, Huishuai Zhang et al.
Shallow RNN: Accurate Time-series Classification on Resource Constrained Devices
Don Dennis, Durmus Alp Emre Acar, Vikram Mandikal et al.
Shoal: A Network Architecture for Disaggregated Racks
Vishal Shrivastav, Asaf Valadarsky, Hitesh Ballani et al.
signSGD via Zeroth-Order Oracle
Sijia Liu, Pin-Yu Chen, Xiangyi Chen et al.
signSGD with Majority Vote is Communication Efficient and Fault Tolerant
Jeremy Bernstein, Jiawei Zhao, Kamyar Azizzadenesheli et al.
SkyScapes Fine-Grained Semantic Understanding of Aerial Scenes
Seyed Majid Azimi, Corentin Henry, Lars Sommer et al.
Slalom: Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware
Florian Tramer, Dan Boneh