87 citations · 87 across the 3 of their papers we have counts for
5 papers
Accelerating scientific discovery with Co-Scientist
Juraj Gottweis, Wei-Hung Weng, Alexander Daryin +48
Scientific discovery is driven by scientists generating novel hypotheses for complex problems that undergo rigorous experimental validation. To augment this process, we introduce C…
Replacing Human Audio with Synthetic Audio for On-device Unspoken Punctuation Prediction
Daria Soboleva, Ondrej Skopek, Márius Šajgalík +8
We present a novel multi-modal unspoken punctuation prediction system for the English language which combines acoustic and text features. We demonstrate for the first time, that by…
Decoupling Hierarchical Recurrent Neural Networks With Locally Computable Losses
Asier Mujika, Felix Weissenberger, Angelika Steger
Learning long-term dependencies is a key long-standing challenge of recurrent neural networks (RNNs). Hierarchical recurrent neural networks (HRNNs) have been considered a promisin…
The linear hidden subset problem for the (1+1) EA with scheduled and adaptive mutation rates
Hafsteinn Einarsson, Marcelo Matheus Gauy, Johannes Lengler +4
We study unbiased evolutionary algorithms on linear functions with an unknown number of bits with non-zero weight. Static algorithms achieve an optimal runtime of $O(n…
A tight Erdős-Pósa function for long cycles
Frank Mousset, Andreas Noever, Nemanja Škorić +1
A classic result of Erdős and Pósa says that any graph contains either vertex-disjoint cycles or can be made acyclic by deleting at most vertices. Here we general…