Sayak Paul

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Multimodal Models (2)Eval Frameworks & Benchmarks (1)Inference & Quantization (1)Scalable Oversight & Alignment Theory (1)

Frequent co-authors

Shyam Marjit (1)Dheeraj Baiju (1)Anuj Shikarkhane (1)Akhil Sakthieswaran (1)

Papers (2)

Jul 13, 2026

DynEval: Holistic Evaluations of T2I Generative Models in the Wild

DynEval reveals that a compact evaluator can achieve superior alignment with human judgments by leveraging dynamic datasets and curriculum learning strategies.

Shyam Marjit, Dheeraj Baiju, Anuj Shikarkhane +2

Eval Frameworks & Benchmarks Multimodal Models

Jul 5, 2026

Jul 5, 2026·also HuggingFace

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

Flash-BoN reveals that spending compute on broader exploration rather than repeated verification can yield substantial performance gains in text-to-image generation.

Ruchit Rawal, Reza Shirkavand, Reza Shirkavand +10

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

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Sayak Paul

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)