output
20192024
most citedLandslide4Sense: Reference Benchmark Data and Deep Learning Models for Landslide Detection

205 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing cs.LGShow all

3 papers · 1 filter

cs.LG2023

Embedding Space Interpolation Beyond Mini-Batch, Beyond Pairs and Beyond Examples

Shashanka Venkataramanan, Ewa Kijak, Laurent Amsaleg +1

Mixup refers to interpolation-based data augmentation, originally motivated as a way to go beyond empirical risk minimization (ERM). Its extensions mostly focus on the definition o…

cs.LG2023★ 11 cited

Metropolitan Segment Traffic Speeds from Massive Floating Car Data in 10 Cities

Moritz Neun, Christian Eichenberger, Yanan Xin +7

Traffic analysis is crucial for urban operations and planning, while the availability of dense urban traffic data beyond loop detectors is still scarce. We present a large-scale fl…

cs.LG2019★ 2 cited

Quantum Optical Experiments Modeled by Long Short-Term Memory

Thomas Adler, Manuel Erhard, Mario Krenn +3

We demonstrate how machine learning is able to model experiments in quantum physics. Quantum entanglement is a cornerstone for upcoming quantum technologies such as quantum computa…