Papers
Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension
David Golub, Po-Sen Huang, Xiaodong He et al.
UltraStereo: Efficient Learning-Based Matching for Active Stereo Systems
Sean Ryan Fanello, Julien Valentin, Christoph Rhemann et al.
Unambiguous Text Localization and Retrieval for Cluttered Scenes
Xuejian Rong, Chucai Yi, Yingli Tian
Unbiased estimates for linear regression via volume sampling
Michal Derezinski, Manfred K. Warmuth
Unbounded cache model for online language modeling with open vocabulary
Edouard Grave, Moustapha M Cisse, Armand Joulin
Uncertainty Assessment and False Discovery Rate Control in High-Dimensional Granger Causal Inference
Aditya Chaudhry, Pan Xu, Quanquan Gu
Uncertainty Decoding with Adaptive Sampling for Noise Robust DNN-Based Acoustic Modeling
Dung T. Tran, Marc Delcroix, Atsunori Ogawa et al.
Uncertainty-driven Imagination for Continuous Deep Reinforcement Learning
Gabriel Kalweit, Joschka Boedecker
Uncertainty Models for TTC-Based Collision-Avoidance
Zahra Forootaninia, Ioannis Karamouzas, Rahul Narain
Uncorrelation and Evenness: a New Diversity-Promoting Regularizer
Pengtao Xie, Aarti Singh, Eric P. Xing
Uncovering Causality from Multivariate Hawkes Integrated Cumulants
Massil Achab, Emmanuel Bacry, Stéphane Gaı̈ffas et al.
Underactuated tendon-driven robotic/prosthetic hands: design issues
Annick Mottard, Thierry Laliberté, Clément Gosselin
Understanding and Detecting Supporting Arguments of Diverse Types
Xinyu Hua, Lu Wang
Understanding and Exploiting Language Diversity
Fausto Giunchiglia, Khuyagbaatar Batsuren, Gabor Bella
Understanding and Improving Morphological Learning in the Neural Machine Translation Decoder
Fahim Dalvi, Nadir Durrani, Hassan Sajjad et al.
Understanding and Predicting Empathic Behavior in Counseling Therapy
Verónica Pérez-Rosas, Rada Mihalcea, Kenneth Resnicow et al.
Understanding Black-box Predictions via Influence Functions
Pang Wei Koh, Percy Liang
Understanding How Feature Structure Transfers in Transfer Learning
Tongliang Liu, Qiang Yang, Dacheng Tao
Understanding People Lifestyles: Construction of Urban Movement Knowledge Graph from GPS Trajectory
Chenyi Zhuang, Nicholas Jing Yuan, Ruihua Song et al.
Understanding Synthetic Gradients and Decoupled Neural Interfaces
Wojciech Marian Czarnecki, Grzegorz Świrszcz, Max Jaderberg et al.
Understanding Task Design Trade-offs in Crowdsourced Paraphrase Collection
Youxuan Jiang, Jonathan K. Kummerfeld, Walter S. Lasecki
Understanding the Representation and Computation of Multilayer Perceptrons: A Case Study in Speech Recognition
Tasha Nagamine, Nima Mesgarani
Understanding Traffic Density From Large-Scale Web Camera Data
Shanghang Zhang, Guanhang Wu, Joao P. Costeira et al.