Masked Autoencoders are Efficient Continual Federated Learners. - Subarnaduti Paul; Lars-Joel Frey; Roshni Ramanna Kamath; Kristian Kersting; Martin Mundt (CoLLAs, 2024)

BOWLL: A Deceptively Simple Open World Lifelong Learner. - Roshni Kamath; Rupert Mitchell; Subarnaduti Paul; Kristian Kersting; Martin Mundt (CoRR, 2024)

Core Tokensets for Data-efficient Sequential Training of Transformers. - Subarnaduti Paul; Manuel Brack; Patrick Schramowski; Kristian Kersting; Martin Mundt (CoRR, 2024)

The Cake that is Intelligence and Who Gets to Bake it: An AI Analogy and its Implications for Participation. - Martin Mundt; Anaelia Ovalle; Felix Friedrich; Pranav Agrawal 003; Subarnaduti Paul; Manuel Brack; Kristian Kersting; William Agnew (CoRR, 2025)

Continual Learning Should Move Beyond Incremental Classification. - Rupert Mitchell; Antonio Alliegro; Raffaello Camoriano; Dustin Carrión-Ojeda; Antonio Carta; Georgia Chalvatzaki; Nikhil Churamani; Carlo D'Eramo; Samin Hamidi; Robin Hesse; Fabian Hinder; Roshni Kamath; et al. (CoRR, 2025)