Comparison between transformers and convolutional models for fine-grained classification of insects. - Rita Pucci; Vincent J. Kalkman; Dan Stowell (CoRR, 2023)

COOD: Combined out-of-distribution detection using multiple measures for anomaly & novel class detection in large-scale hierarchical classification. - Laurens E. Hogeweg; Rajesh Gangireddy; Django Brunink; Vincent J. Kalkman; Ludo Cornelissen; Jacob W. Kamminga (CVPR Workshops, 2024)

Generalization in birdsong classification: impact of transfer learning methods and dataset characteristics. - Burooj Ghani; Vincent J. Kalkman; Bob Planqué; Willem-Pier Vellinga; Lisa F. Gill; Dan Stowell (CoRR, 2024)

Performance of Computer Vision Algorithms for Fine-Grained Classification Using Crowdsourced Insect Images. - Rita Pucci; Vincent J. Kalkman; Dan Stowell (IET Comput. Vis., 2025)