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Romann Weber | Lattice

Romann Weber

Papers on Lattice

1

Total citations

0

Topics

3

Publication activitypapers/week, last 8 weeks

Research focus

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

Frequent co-authors

Taesung Kwon (1)Lorenzo Bianchi (1)Lennart Wittke (1)Felix Watine (1)

Papers (1)

Mar 10, 2026

1d ago

Reviving ConvNeXt for Efficient Convolutional Diffusion Models

ConvNets strike back: a ConvNeXt-based diffusion model matches Transformer performance at half the FLOPs and 7x faster training, all on just 4 GPUs.

Taesung Kwon, Lorenzo Bianchi, Lennart Wittke +5

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

Fabio Carrara (1)

Jong Chul Ye (1)

Vinicius Azevedo (1)