Workshop program

The workshop will take place at Dublin Royal Convention Centre, Field 1 & 2. Remote participation will be available on Google Meet.

• 13:30: Introduction

• 13:40: Keynote: Time is of the essence: why continually adapted ML models struggle increasingly with learning (Martin Mundt, University of Bremen)

• 14:20: Hao Wang, Junhao Wu, Deyang Kong, Yankun Wang, Yule Li, Zhaoying Bian, Jianhua Ma, Dong Zeng, A Peer-to-Peer Federated Incremental Learning Framework for Multi-Institutional Low-Dose CT Denoising

• 14:40: Giovanni Patanè, Amelia Sorrenti, Giovanni Bellitto, Simone Palazzo, Continual Learning Strategies for Personalized Mental Well-being Monitoring from Mobile Sensing Data

• 15:00: Manuel Barusco, Francesco Borsatti, Nicola Beda, Davide Dalle Pezze, Gian Antonio Susto, Towards Continual Visual Anomaly Detection in the Medical Domain

• 15:20: Camila Gonzalez, Nick Lemke, Amin Ranem, Georgios Sakas, Anirban Mukhopadhyay, What is Wrong with Continual Learning in Medical Image Segmentation?

• 15:40: Coffee break

• 16:00: Keynote: Adapting to the Unknown: From Novel Class Discovery to Open-Vocabulary Learning (Tyler Hayes, Georgia Institute of Technology)

• 16:40: Closing remarks