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Balmer, V.; Kuhn, S. V.; Bischof, R.; Salamanca, L.; Kaufmann, W.; Perez-Cruz, F.; Kraus, M. A. "Design Space Exploration and Explanation via Conditional Variational Autoencoders in Meta-Model-Based Conceptual Design of Pedestrian Bridges" Automation in Construction 163 105411 2024 View publication
Journal Article
Apolinarska, A. A.; Casas, G.; Salamanca, L.; Kohler, M. "ARA - Grasshopper Plugin for AI-Augmented Inverse Design" Scalable Disruptors 231-240 2024 View publication
Conference Paper
Marks, M.; Knott, M.; Kondapaneni, N.; Cole, E.; Defraeye, T.; Perez-Cruz, F.; Perona, P. "A Closer Look at Benchmarking Self-Supervised Pre-training with Image Classification" Preprint 2024 View publication
Preprint
Apolinarska, A.; Salamanca, L.; Casas, G.; Kraus, M.; Kuhn, S.; Maissen, A.; Rust, R.; Tatsis, K. "AIXD" Available at: https://app.data-archive.ethz.ch/delivery/DeliveryManagerServlet?dps_pid=IE34426837 2024 View publication
Dataset
Hornauer, P.; Prack, G.; Anastasi, N.; Ronchi, S.; Kim, T.; Donner, C.; Fiscella, M.; Borgwardt, K.; Taylor, V.; Jagasia, R. "DeePhys: A machine learning–assisted platform for electrophysiological phenotyping of human neuronal networks" Stem Cell Reports 19 2 285–298 2024 View publication
Journal Article
Xie, X.; Barba Flores, L.; Bejar Haro, B.; Bergamaschi, A.; Fröjdh, E.; Müller, E.; Paton, K.; Poghosyan, E.; Remlinger, C. "Enhancing spatial resolution in MÖNCH for electron microscopy via deep learning" Journal of Instrumentation 19 1 C01020 2024 View publication
Journal Article
Gasparotto, P.; Barba, L.; Stadler, H.; Assmann, G.; Mendonça, H.; Ashton, A. W.; Janousch, M.; Leonarski, F.; Béjar, B. "TORO Indexer: a PyTorch-based indexing algorithm for kilohertz serial crystallography" Journal of Applied Crystallography 57 4 931-944 2024 View publication
Journal Article
Scolardi, K. M.; Wilkinson, K. A.; Aeberhard, W. H. "Long-term aerial monitoring of Florida manatees, Trichechus manatus latirostris, in a diverse Gulf Coast environment" Revision submitted to Endangered Species Research 2024 View publication
Journal Article
Gomes, D.; Purves, R. S.; Volpi, M. "Fine-Tuning Transformers for Toponym Resolution: A Contextual Embedding Approach to Candidate Ranking." GeoExT@ ECIR 43–51 2024 View publication
Conference Paper
Donner, C.; Bartram, J.; Hornauer, P.; Kim, T.; Roqueiro, D.; Hierlemann, A.; Obozinski, G.; Schröter, M. "Ensemble learning and ground-truth validation of synaptic connectivity inferred from spike trains" PLOS Computational Biology 20 4 e1011964 2024 View publication
Journal Article
Simeon, A.; Pérez-Guillén, C.; Volpi, M.; Seupel, C.; Van Herwijnen, A. "Assessing avalanche activity in seismic data with modern machine learning methods." 2024 View publication
Conference Paper
Simeon, A.; Pérez-Guillén, C.; Volpi, M.; Seupel, C.; van Herwijnen, A. "Autoencoder-based feature extraction for the automatic detection of snow avalanches in seismic data" Geosci. Model Dev. Discuss. 2024 1-37 2024 View publication
Journal Article
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