Ethan Smith

2 accepted papers

2026

Masked Region Transformer for Layered Image Generation and Editing at Scale

Zhicong Tang, Jingye Chen, Zhao Zhang, Mohan Zhou, Yuchi Liu, Yifan Pu +3

CVPR 2026

Layered image generation and editing is a fundamental capability that enables layer-wise reuse, editing, and composition of generated visual content, analogous to word-level editing in natural language. Despite its importance, this remains an underexplored area at scale. To address this gap, we pres

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2024

ToDo: Token Downsampling for Efficient Generation of High-Resolution Images

Ethan Smith, Nayan Saxena, Aninda Saha

IJCAI 2024poster

Attention has been a crucial component in the success of image diffusion models, however, their quadratic computational complexity limits the sizes of images we can process within reasonable time and memory constraints. This paper investigates the importance of dense attention in generative image mo…

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