Tom Goldstein

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Publication activitypapers/week, last 8 weeks

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Inference & Quantization (1)Multimodal Models (1)Scalable Oversight & Alignment Theory (1)Scaling Laws & Emergent Abilities (1)

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Ruchit Rawal (1)Reza Shirkavand (1)Sayak Paul (1)Yuxin Wen (1)

Papers (1)

Jul 5, 2026

Ruchit Rawal +71w ago

Flash-BoN: Instant Drafts for Inference-Time Scaling in Diffusion Models

Simple Best-of-$N$ sampling can outperform complex guided search methods in text-to-image generation, revealing a critical flaw in how we evaluate efficiency in diffusion models.

Ruchit Rawal, Reza Shirkavand, Sayak Paul +5

Inference & Quantization Multimodal Models Scalable Oversight & Alignment Theory+1

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Tom Goldstein

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)