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Walter Simoncini

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#artificial intelligence Preprint Oct 2026

PlaySuite: A Large-Scale Benchmark for Interactive Visual Intelligence

Recent advances in multimodal foundation models yield strong performance on static perception and reasoning benchmarks, yet such evaluations largely overlook a central aspect of intelligence: acting competently in dynamic environments over extended time horizons. We introduce PlaySuite, a large-scale benchmark for eval...

Dheeraj Varghese, Anna Vettoruzzo, Walter Simoncini et al. · 0 citations

UvA-DARE (Digital Academic Repository) Elastic ViTs from Pretrained Models without Retraining

SnapViT: single-shot network approximation for pruned Vision Transformers is introduced, a new post-pretraining structured pruning method that enables elastic inference across a continuum of compute budgets, and a self-supervised importance scoring mechanism that maintains strong performance without requiring retrainin...

Walter Simoncini, Michael Dorkenwald, Tijmen Blankevoort et al. · 0 citations

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