205 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Austrian Research Institute for Artificial IntelligenceAT18 papers
- Helmholtz Institute Freiberg for Resource TechnologyDE10 papers
- Helmholtz-Zentrum Dresden-RossendorfDE10 papers
- TU WienAT5 papers
- Complexity and Topology in Quantum MatterDE3 papers
- University of TorontoCA3 papers
- University of WürzburgDE3 papers
- Wuhan UniversityCN3 papers
- Hunan UniversityCN2 papers
- Johannes Kepler University of LinzAT2 papers
- Peng Cheng LaboratoryCN2 papers
- State Key Laboratory of Information Engineering in Surveying Mapping and Remote SensingCN2 papers
4 papers · 1 filter
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…
Spatial Gated Multi-Layer Perceptron for Land Use and Land Cover Mapping
Ali Jamali, Swalpa Kumar Roy, Danfeng Hong +2
Convolutional Neural Networks (CNNs) are models that are utilized extensively for the hierarchical extraction of features. Vision transformers (ViTs), through the use of a self-att…
Tinto: Multisensor Benchmark for 3D Hyperspectral Point Cloud Segmentation in the Geosciences
Ahmed J. Afifi, Samuel T. Thiele, Aldino Rizaldy +6
The increasing use of deep learning techniques has reduced interpretation time and, ideally, reduced interpreter bias by automatically deriving geological maps from digital outcrop…
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…