Pedro Freire

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Computer Vision (1)Training Efficiency & Optimization (1)

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Jitindra Fartiyal (1)Sergei K. Turitsyn (1)Sergei G. Solovski (1)

Papers (1)

Feb 25, 2026

Jitindra Fartiyal +32w ago

PatchDenoiser: Parameter-efficient multi-scale patch learning and fusion denoiser for medical images

Achieve state-of-the-art medical image denoising with PatchDenoiser, a method that slashes parameters by 9x and energy consumption by 27x compared to CNNs, without sacrificing performance.

Jitindra Fartiyal, Pedro Freire, Sergei K. Turitsyn +1

Architecture Design (Transformers, SSMs, MoE)Computer Vision Training Efficiency & Optimization

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Pedro Freire

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)