38 citations · 150 across the 20 of their papers we have counts for
Showing 2018Show all
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cs.CL2018★ 6 cited
CLEAR: A Dataset for Compositional Language and Elementary Acoustic Reasoning
Jerome Abdelnour, Giampiero Salvi, Jean Rouat
We introduce the task of acoustic question answering (AQA) in the area of acoustic reasoning. In this task an agent learns to answer questions on the basis of acoustic context. In…
stat.ML2018★ 8 cited
Active Mini-Batch Sampling using Repulsive Point Processes
Cheng Zhang, Cengiz Öztireli, Stephan Mandt +1
The convergence speed of stochastic gradient descent (SGD) can be improved by actively selecting mini-batches. We explore sampling schemes where similar data points are less likely…