Eric Nuertey Coleman

According to our database, Eric Nuertey Coleman authored at least 6 papers between 2024 and 2026.

Collaborative distances:

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

2026

\textsc{PGO-BEN}: Proxy-Guided Orthogonalization and Beta Ensembling for Few-Shot Domain-Incremental Learning.

Samrat Mukherjee, Thivyanth Venkateswaran, Eric Nuertey Coleman, Luigi Quarantiello, Julio Hurtado, Vincenzo Lomonaco, Gemma Roig, Subhasis Chaudhuri, Biplab Banerjee

Trans. Mach. Learn. Res., 2026

2025

A Compositional Paradigm for Foundation Models: Towards Smarter Robotic Agents.

Luigi Quarantiello, Elia Piccoli, Jack Bell, Malio Li, Giacomo Carfì, Eric Nuertey Coleman, Gerlando Gramaglia, Lanpei Li, Mauro Madeddu, Irene Testa, Vincenzo Lomonaco

CoRR, October, 2025

HAM: Hierarchical Adapter Merging for Scalable Continual Learning.

Eric Nuertey Coleman, Luigi Quarantiello, Samrat Mukherjee, Julio Hurtado, Vincenzo Lomonaco

CoRR, September, 2025

Parameter-Efficient Continual Fine-Tuning: A Survey.

Eric Nuertey Coleman, Luigi Quarantiello, Ziyue Liu, Qinwen Yang, Samrat Mukherjee, Julio Hurtado, Vincenzo Lomonaco

CoRR, April, 2025

The Future of Continual Learning in the Era of Foundation Models: Three Key Directions.

Jack Bell, Luigi Quarantiello, Eric Nuertey Coleman, Lanpei Li, Malio Li, Mauro Madeddu, Elia Piccoli, Vincenzo Lomonaco

Proceedings of the Workshops at the Fourth International Conference on Hybrid Human-Artificial Intelligence co-located with the Fourth International Conference on Hybrid Human-Artificial Intelligence (HHAI 2025), 2025

2024

In-Context Interference In Chat-Based Large Language Models.

Eric Nuertey Coleman, Julio Hurtado, Vincenzo Lomonaco

Proceedings of the European Robotics Forum 2024, 2024