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cs.CV2025
LEDiT: Your Length-Extrapolatable Diffusion Transformer without Positional Encoding
Shen Zhang, Siyuan Liang, Yaning Tan +9
Diffusion transformers (DiTs) struggle to generate images at resolutions higher than their training resolutions. The primary obstacle is that the explicit positional encodings(PE),…
cs.CV2022
SimpleDG: Simple Domain Generalization Baseline without Bells and Whistles
Zhi Lv, Bo Lin, Siyuan Liang +4
We present a simple domain generalization baseline, which wins second place in both the common context generalization track and the hybrid context generalization track respectively…