Author

Naama Pearl

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Preprint Oct 2026

GenIA: Generative Reconstruction with Test-Time Input Alignment

Reconstructing complete 3D object assets from monocular or sparse multi-view observations remains challenging. Generative 3D foundation models can complete object geometry beyond the observed views, but their predictions may not faithfully reproduce the observed geometry, appearance, or pose. We introduce GenIA, a fram...

Stefano Esposito, Naama Pearl, Polina Karpikova et al. · 0 citations

Jul 2026

Forget Narrowly, Retain Broadly: Unlearning as an Asymmetric Generalization Problem

JensUn++, an unlearning algorithm that achieves the best forget-retain utility trade-off across three LLMs, in both sequential and joint unlearning settings is introduced, showing that training data is as important as algorithmic design.

Amit Peleg, N. Singh, Naama Pearl et al. · arXiv.org · 0 citations