Papers
Sample Efficient Imitation Learning for Continuous Control
Fumihiro Sasaki, Tetsuya Yohira, Atsuo Kawaguchi
Sample-Efficient Imitation Learning via Generative Adversarial Nets
Lionel Blondé, Alexandros Kalousis
Sample-Optimal Low-Rank Approximation of Distance Matrices
Pitor Indyk, Ali Vakilian, Tal Wagner et al.
Sample-Optimal Parametric Q-Learning Using Linearly Additive Features
Lin Yang, Mengdi Wang
Sampling and Optimization on Convex Sets in Riemannian Manifolds of Non-Negative Curvature
Navin Goyal, Abhishek Shetty
Sampling Bias in Deep Active Classification: An Empirical Study
Ameya Prabhu, Charles Dognin, Maneesh Singh
Sampling Bias in Deep Active Classification: An Empirical Study
Ameya Prabhu, Charles Dognin, Maneesh Singh
Sampling-Free Epistemic Uncertainty Estimation Using Approximated Variance Propagation
Janis Postels, Francesco Ferroni, Huseyin Coskun et al.
Sampling-free Uncertainty Estimation in Gated Recurrent Units with Applications to Normative Modeling in Neuroimaging
Seong Jae Hwang, Ronak R. Mehta, Hyunwoo J. Kim et al.
Sampling-Free Variational Inference of Bayesian Neural Networks by Variance Backpropagation
Manuel Haußmann, Fred A. Hamprecht, Melih Kandemir
Sampling from Non-Log-Concave Distributions via Variance-Reduced Gradient Langevin Dynamics
Difan Zou, Pan Xu, Quanquan Gu
Sampling from Stochastic Finite Automata with Applications to CTC Decoding
Martin Jansche, Alexander Gutkin
Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems
Jia Li, Chongyang Tao, Wei Wu et al.
Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems
Jia Li, Chongyang Tao, Wei Wu et al.
Sampling Networks and Aggregate Simulation for Online POMDP Planning
Hao(Jackson) Cui, Roni Khardon
Sampling Sketches for Concave Sublinear Functions of Frequencies
Edith Cohen, Ofir Geri
Sampling Techniques for Large-Scale Object Detection From Sparsely Annotated Objects
Yusuke Niitani, Takuya Akiba, Tommi Kerola et al.
Sampling Wisely: Deep Image Embedding by Top-K Precision Optimization
Jing Lu, Chaofan Xu, Wei Zhang et al.
SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization
Bogdan Gliwa, Iwona Mochol, Maciej Biesek et al.
Samvaadhana: A Telugu Dialogue System in Hospital Domain
Suma Reddy Duggenpudi, Kusampudi Siva Subrahamanyam Varma, Radhika Mamidi
SANet: Scene Agnostic Network for Camera Localization
Luwei Yang, Ziqian Bai, Chengzhou Tang et al.
SANTLR: Speech Annotation Toolkit for Low Resource Languages
Xinjian Li, Zhong Zhou, Siddharth Dalmia et al.
SAO WMT19 Test Suite: Machine Translation of Audit Reports
Tereza Vojtěchová, Michal Novák, Miloš Klouček et al.
Sarah’s Participation in WAT 2019
Raymond Hendy Susanto, Ohnmar Htun, Liling Tan
SARAL: A Low-Resource Cross-Lingual Domain-Focused Information Retrieval System for Effective Rapid Document Triage
Elizabeth Boschee, Joel Barry, Jayadev Billa et al.