In this study, we propose a novel lightweight model specifically for reliable traffic perception in low-light conditions, utilizing an encoder-decoder architecture ... we introduce a feature fusion ...

which addresses the optimization challenge in traditional diffusion transformers by separating semantic encoding and high-frequency decoding into distinct modules. By scaling encoder capacity relative ...

which includes a Global Depth Enhancement Module in the encoder-decoder and a Weight-Adaptive Incentive Module in the decoder. The Global Depth Enhancement Module improves the network’s ability to ...

DreamActor-M1's architecture has three main components. At its core is a facial encoder that can modify expressions independently from a person's identity or head position. According to Bytedance ...

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