Publications
BARRIER: Bounded Activation Regions for Robust Information Erasure
Geometric approach to machine unlearning based on bounded regions in activation space.
InTAct: Interval-based Task Activation Consolidation for Continual Learning
Continual learning through interval-based consolidation of task activations.
CLASP: Continual Low-rank Adapters for Spatially Placed Concepts from One Hypernetwork
Continual adaptation of spatially placed concepts using low-rank adapters from a single hypernetwork.
The general framework for few-shot learning by kernel HyperNetworks
A general framework for few-shot learning with kernel HyperNetworks.
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Publication list last updated October 12, 2026.