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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

L. Zerkowski

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3 papers indexed here

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Open access Oct 2026

Beyond the Search Box: Visualizing Digital Cultural Heritage through Generous Interfaces and Machine Learning

The rapid digitization of cultural heritage collections has produced unprecedented volumes of archival data, yet most digital repositories continue to rely on linear, metadata-driven interfaces that constrain holistic interpretation and exploratory discovery. This paper presents a visualization-centered framework desig...

Luis Vitor Zerkowski, N. S. T. Hirata · 0 citations
#machine learning Preprint Sep 2026

BinauralVAE: Spatial Audio Reconstruction For World Models

Embodied artificial intelligence has historically very much relied on visual perception, leading to a proliferation of multiple vision-centric world models. However, this reliance fails to capture spatial understanding in its entirety and can even present vulnerabilities in environments with visual occlusions, low-ligh...

Luis Vitor Zerkowski, L. Velho · 0 citations
Preprint Aug 2026

AudioWorldSim: Realistic Binaural Audio Datasets For World Models

This technical report presents AudioWorldSim, an open-source platform designed to generate realistic binaural audio datasets and advance research in audio-based machine learning, particularly world models. Built as a custom extension of Meta's SoundSpaces 2.0 platform, AudioWorldSim leverages their comprehensive acoust...

L. Zerkowski, Luiz Velho · 0 citations

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