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M. Singh

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Preprint Aug 2026

Luce: Relightable Gaussians for 3D Asset Generation

High-fidelity image-to-3D generation requires a 3D representation that captures both geometry and appearance. However, preserving fine detail across the physically based rendering (PBR) modalities needed for relighting remains challenging. To address this, we propose Luce, a 3D representation that unifies geometry and...

M. Singh, Michele Stoppa, Alvise Memo et al. · 0 citations
#computer vision Preprint Aug 2026

Luce: Relightable Gaussians for 3D Asset Generation

High-fidelity image-to-3D generation requires a 3D representation that captures both geometry and appearance. To support relighting and integration into standard rendering pipelines, the representation should include physically based rendering (PBR) modalities such as albedo, metallic-roughness, and surface normals. We...

M. Singh, Michele Stoppa, Alvise Memo et al. · 0 citations
Jul 2026

IndicTalk: A Large-Scale Persona-Based Multilingual Conversational Corpus for Indic Languages

IndicTalk is presented, one of the largest multilingual Indic code-mixed conversational corpora, comprising over 13,28,604 event-grounded multi-turn conversations across 18 language varieties covering 9 Indic languages and will be released to support the development and evaluation of multilingual conversational AI for...

Sahil Gawande, M. Singh · 0 citations

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