Geometric Superpixel Representations for Efficient Image Classification with Graph Neural Networks. - Radu A. Cosma; Lukas Knobel; Putri A. van der Linden; David M. Knigge; Erik J. Bekkers (ICCV (Workshops), 2023)

Semantic Counting from Self-Collages. - Lukas Knobel; Tengda Han; Yuki M. Asano (CoRR, 2023)

Learning to Count Without Annotations. - Lukas Knobel; Tengda Han; Yuki M. Asano (CVPR, 2024)

Franca: Nested Matryoshka Clustering for Scalable Visual Representation Learning. - Shashanka Venkataramanan; Valentinos Pariza; Mohammadreza Salehi; Lukas Knobel; Spyros Gidaris; Elias Ramzi; Andrei Bursuc; Yuki M. Asano (CoRR, 2025)