Don't Forget the Critic: Value-Based Data Rehearsal for Multi-Cyclic Continual Reinforcement Lear...

Benjamin Poole, Andrew Quinn, Li Yang, Minwoo Lee

Action editor: Michele Caprio

https://openreview.net/forum?id=wYayhflqqR

#forgetting #reinforcement #qreg

New #TMLR-Paper-with-Video:

Unlocking [CLS] Features for Continual Post-Training

Murat Onur Yildirim, Elif Ceren Gok Yildirim, Joaquin Vanschoren

https://tmlr.infinite-conf.org/paper_pages/OWfWyj6krc

#learning #forgetting #classifier

Continual Test-Time Adaptation in Computer Vision: Methods, Benchmarks, and Future Directions

Sarthak Kumar Maharana, Shambhavi Mishra, Yunbei Zhang et al.

Action editor: Ikko Yamane

https://openreview.net/forum?id=mM3r03Xw1V

#forgetting #adaptation #adapting

Learning as Homeostasis: Beyond the Optimization Paradigm in Machine Intelligence

Zaryab Rahman, Mattia Ottoborgo

Action editor: Pablo Castro

https://openreview.net/forum?id=sgvPGWZ1uv

#constraints #forgetting #constraint

Federated Class-Incremental Learning with Hierarchical Generative Prototypes

Riccardo Salami, Pietro Buzzega, Matteo Mosconi, Mattia Verasani, Simone Calderara

Action editor: Rafael Pinot

https://openreview.net/forum?id=k2TT42Ei8W

#forgetting #generative #continual

On-the-go Forgetting without Explicit Unlearning via ERASE

Kushal Chakrabarti, Mayank Baranwal

Action editor: Soma Biswas

https://openreview.net/forum?id=PIXVov5LQq

#forgetting #unlearning #erase