1 code implementation • ICCV 2021 • Elias Eulig, Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Kilian Rambach, William Beluch, Xiahan Shi, Volker Fischer
We also argue that it is necessary for DNNs to exploit GO to overcome shortcut learning.
no code implementations • 22 Jul 2019 • Xiahan Shi, Leonard Salewski, Martin Schiegg, Zeynep Akata, Max Welling
Instead, we consider the extended setup of generalized few-shot learning (GFSL), where the model is required to perform classification on the joint label space consisting of both previously seen and novel classes.
1 code implementation • NeurIPS 2019 • Christos Louizos, Xiahan Shi, Klamer Schutte, Max Welling
We present a new family of exchangeable stochastic processes, the Functional Neural Processes (FNPs).