Roshni Kamath

According to our database, Roshni Kamath authored at least 6 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, Vincenzo Lomonaco, Subarnaduti Paul, Francesca Pistilli, Tinne Tuytelaars, Gido M. van de Ven, Kristian Kersting, Simone Schaub-Meyer, Martin Mundt

CoRR, February, 2025

Where is the Truth? The Risk of Getting Confounded in a Continual World.

Florian Peter Busch, Roshni Ramanna Kamath, Rupert Mitchell, Wolfgang Stammer, Kristian Kersting, Martin Mundt

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

BOWLL: A Deceptively Simple Open World Lifelong Learner.

Roshni Kamath, Rupert Mitchell, Subarnaduti Paul, Kristian Kersting, Martin Mundt

CoRR, 2024

Masked Autoencoders are Efficient Continual Federated Learners.

Subarnaduti Paul, Lars-Joel Frey, Roshni Ramanna Kamath, Kristian Kersting, Martin Mundt

Proceedings of the Conference on Lifelong Learning Agents, 2024

2022

Predicting Soil Properties from Hyperspectral Satellite Images.

Ridvan Salih Kuzu, Frauke Albrecht, Caroline Arnold, Roshni Kamath, Kai Konen

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

JUWELS Booster - A Supercomputer for Large-Scale AI Research.

Stefan Kesselheim, Andreas Herten, Kai Krajsek, Jan Ebert, Jenia Jitsev, Mehdi Cherti, Michael Langguth, Bing Gong, Scarlet Stadtler, Amirpasha Mozaffari, Gabriele Cavallaro, Rocco Sedona, Alexander Schug, Alexandre Strube, Roshni Kamath, Martin G. Schultz, Morris Riedel, Thomas Lippert

Proceedings of the High Performance Computing - ISC High Performance Digital 2021 International Workshops, Frankfurt am Main, Germany, June 24, 2021