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Andrea Rosasco

2 accepted papers

2025

KDPE: A Kernel Density Estimation Strategy for Diffusion Policy Trajectory Selection

CoRL 2025poster

Learning robot policies that capture multimodality in the training data has been a long-standing open challenge for behavior cloning. Recent approaches tackle the problem by modeling the conditional action distribution with generative models. One of these approaches is Diffusion Policy, which relies…

Cited by 0SourcecodeScholar
2024

ConCon-Chi: Concept-Context Chimera Benchmark for Personalized Vision-Language Tasks

CVPR 2024poster

While recent Vision-Language (VL) models excel at open-vocabulary tasks it is unclear how to use them with specific or uncommon concepts. Personalized Text-to-Image Retrieval (TIR) or Generation (TIG) are recently introduced tasks that represent this challenge where the VL model has to learn a conce…