Kazi Alam

Infectious Diseases Division, icddr,b, Dhaka 1212, Bangladesh

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

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Nafiz Ishtiaque (1)S. A. Haque (1)Fatima Jahara (1)

Papers (1)

Apr 15, 2026

Apr 15, 2026·also Fatima Fellowship, Infectious Diseases Division, Northeastern, Rutgers +2

Universality of Gaussian-Mixture Reverse Kernels in Conditional Diffusion

ReLU-based Gaussian mixture reverse kernels in conditional diffusion models can provably approximate any suitably regular target distribution, offering a theoretical foundation for their widespread use.

Nafiz Ishtiaque, S. A. Haque, Kazi Alam +1

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

Kazi Alam

Research focus

Frequent co-authors

Papers (1)

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Kazi Alam

Research focus

Frequent co-authors

Papers (1)