Using Early-Learning Regularization to Classify Real-World Noisy Data. - Alessio Galatolo; Alfred Nilsson; Roderick Karlemstrand; Yineng Wang (CoRR, 2021)

Regularizing and Interpreting Vision Transformer by Patch Selection on Echocardiography Data. - Alfred Nilsson; Hossein Azizpour (CHIL, 2024)

Indirectly Parameterized Concrete Autoencoders. - Alfred Nilsson; Klas Wijk; Sai Bharath Chandra Gutha; Erik Englesson; Alexandra Hotti; Carlo Saccardi; Oskar Kviman; Jens Lagergren; Ricardo Vinuesa; Hossein Azizpour (ICML, 2024)