DiagViB-6: A Diagnostic Benchmark Suite for Vision Models in the Presence of Shortcut and Generalization Opportunities. - Elias Eulig; Piyapat Saranrittichai; Chaithanya Kumar Mummadi; Kilian Rambach; William Beluch; Xiahan Shi; Volker Fischer 003 (ICCV, 2021)

Multi-attribute Open Set Recognition. - Piyapat Saranrittichai; Chaithanya Kumar Mummadi; Claudia Blaiotta; Mauricio Munoz; Volker Fischer 003 (GCPR, 2022)

Overcoming Shortcut Learning in a Target Domain by Generalizing Basic Visual Factors from a Source Domain. - Piyapat Saranrittichai; Chaithanya Kumar Mummadi; Claudia Blaiotta; Mauricio Munoz; Volker Fischer 003 (ECCV (25), 2022)

Towards Neural Network Interpretability Using Commonsense Knowledge Graphs. - Youmna Ismaeil; Daria Stepanova 001; Trung-Kien Tran; Piyapat Saranrittichai; Csaba Domokos; Hendrik Blockeel (ISWC, 2022)

Zero-Shot Visual Classification with Guided Cropping. - Piyapat Saranrittichai; Mauricio Munoz; Volker Fischer 003; Chaithanya Kumar Mummadi (CoRR, 2023)

Attention Is All You Need For Mixture-of-Depths Routing. - Advait Gadhikar; Souptik Kumar Majumdar; Niclas Popp; Piyapat Saranrittichai; Martin Rapp; Lukas Schott (CoRR, 2024)

AutoCLIP: Auto-tuning Zero-Shot Classifiers for Vision-Language Models. - Jan Hendrik Metzen; Piyapat Saranrittichai; Chaithanya Kumar Mummadi (Trans. Mach. Learn. Res., 2024)