SmallData Symposium 2024

 

Sebastian Walter

Department of Computer Science, Faculty of Engineering, University of Freiburg
Georges-Köhler-Allee 051, 79110 Freiburg

Projects

Publications

Ging S, Arnold PG, Walter S, Alnahas H, Bast H, Kotter E, Yang J, Bozorgtabar B, Brox T. Learning to Read Where to Look: Disease-Aware Vision–Language Pretraining for 3D CT, 29th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2026). Sep 2026
Walter S, Bast H. The Wikidata Query Logs Dataset, SIGIR Conference on Research and Development in Information Retrieval. Jul 2026
Walter S, Bast H. GRISP: Guided Recurrent IRI Selection over SPARQL Skeletons, arXiv. Apr 2026
Ging S, Walter S, Bratulić J, Dienert J, Bast H, Brox T. Using Knowledge Graphs to harvest datasets for efficient CLIP model training, 47th DAGM German Conference on Pattern Recognition (DAGM GCPR 2025). Jan 2026
Walter S, Bast H. Knowledge Graph Entity Linking via Interactive Reasoning and Exploration with GRASP, 24th International Semantic Web Conference (ISWC 2025). Nov 2025
Walter S, Bast H. GRASP: Generic Reasoning And SPARQL Generation across Knowledge Graphs - Demo System, 24th International Semantic Web Conference (ISWC-C 2025). Oct 2025
Walter S, Bast H. GRASP: Generic Reasoning And SPARQL Generation Across Knowledge Graphs, 24th International Semantic Web Conference (ISWC 2025). Oct 2025
Farhadizadeh M, [...], Walter S, Hempen N, Binder H, Binder N. Challenges and proposed solutions in modeling multimodal medical data: A systematic review, arXiv. May 2025

Related Resources in the Small Data Companion

Bast H, et al. (2026) EntityNet model
Model, algorithm or code
Bast H, et al. (2026) EntityNet dataset
Dataset
Bast H, et al. (2026) ImageNet
Dataset
Bast H, et al. (2026) iNaturalist 2019
Dataset
Bast H, et al. (2026) iNaturalist 2021
Dataset
Bast H, et al. (2026) Caltech-UCSD Birds-200-2011 (CUB-200-2011)
Dataset
Bast H, et al. (2026) Rare Species Dataset
Dataset
Bast H, et al. (2026) Common Objects in Context (COCO)
Dataset
Bast H, et al. (2026) Flickr30K
Dataset
Bast H, et al. (2026) Crossmodal-3600
Dataset
Bast H, et al. (2026) ImageNetV2
Dataset
Bast H, et al. (2026) ImageNet-R
Dataset
Bast H, et al. (2026) ObjectNet
Dataset
Bast H, et al. (2026) ImageNet-Sketch
Dataset
Bast H, et al. (2026) ImageNet-A
Dataset
Bast H, et al. (2026) Wikidata
Dataset
Bast H, et al. (2026) Project page
Website
Bast H, et al. (2026) Preprint
Original Preprint
Bast H, et al. (2026) GRISP implementation in the GRASP repository
Model, algorithm or code
Bast H, et al. (2026) GRISP material
Model, algorithm or code
Bast H, et al. (2025) GRASP - Generic Reasoning and SPARQL Generation across Knowledge Graphs
Model, algorithm or code
Bast H, et al. (2025) GRASP: Generic Reasoning And SPARQL Generation across Knowledge Graphs
Original Preprint
Alnahas H, et al. (2026) RadFinder code
Model, algorithm or code
Alnahas H, et al. (2026) RadFinder model
Model, algorithm or code
Alnahas H, et al. (2026) Link to project page
Website
Alnahas H, et al. (2026) Learning to Read Where to Look: Disease-Aware Vision-Language Pretraining for 3D CT
Original Preprint
Bast H, et al. (2025) GRASP: Generic Reasoning and SPARQL Generation across Knowledge Graphs
Model, algorithm or code
Bast H, et al. (2025) GRASP: Generic Reasoning and SPARQL Generation across Knowledge Graphs
Model, algorithm or code
Bast H, et al. (2026) Wikidata Query Logs Dataset
Dataset

Administrative Manager

Marc Schumacher

Institute of Medical Biometry and Statistics,
Faculty of Medicine and Medical Center –
University of Freiburg