most citedSignature and Log-signature for the Study of Empirical Distributions Generated with GANs

1 citations · 1 across the 7 of their papers we have counts for

collaborators

7 papers

math.NA2026

Verifier-guided discovery of exact high-order mimetic operators with large language models

J. de Curtò, I. de Zarzà

Designing a high-order structure-preserving discretization is a constrained mathematical search: conservation, a positive discrete inner product, physical spectral behavior, bounda…

cs.RO2026

Visual Grounding in Zero-Shot Vision-Language Control

J. de Curtò, Dayani Plasencia, Diego Sánchez +1

Vision-language models (VLMs) are increasingly used as zero-shot controllers, but successful trajectories do not necessarily show that decisions are grounded in visual input: simul…

cs.MA2026

Strategic Evaluation of Planning Strategies for LLM Agents in Cyber-Physical Systems

J. de Curtò, I. de Zarzà

LLM-agent evaluations commonly measure task success or agreement with a declared plan. In strategic cyber-physical systems, an architecture must also remain appropriate after auton…

cs.MA2026

Collective Intelligence with Foundation Models

J. de Curtò, I. de Zarzà

As foundation models grow in scale and diversity, coordinating multiple models into cooperative reasoning systems offers a path toward safer, more reliable AI. This chapter present…

cs.AI2026

Foundation Models for Automatic CAD Generation

J de Curtò, Victoria Guillén, I. de Zarzà

Recent advances in Large Language Models (LLMs) and Vision-Language Models (VLMs) enable the automatic generation of parametric 3D designs from natural-language specifications. Thi…

cs.MA2026

LLM-Mediated Demand Response Coordination in Smart Microgrids

J. de Curtò, I. de Zarzà

Effective demand response in smart microgrids requires prosumers to cooperate voluntarily under strategic self-interest, a coordination problem structurally equivalent to a repeate…

cs.CV2022★ 1 cited

Signature and Log-signature for the Study of Empirical Distributions Generated with GANs

Joaquim de Curtò, Irene de Zarzà, Hong Yan +1

In this paper, we bring forward the use of the recently developed Signature Transform as a way to measure the similarity between image distributions and provide detailed acquaintan…