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Yangyue Wan

2 accepted papers

2022

SemanticStyleGAN: Learning Compositional Generative Priors for Controllable Image Synthesis and Editing

CVPR 2022poster

Recent studies have shown that StyleGANs provide promising prior models for downstream tasks on image synthesis and editing. However, since the latent codes of StyleGANs are designed to control global styles, it is hard to achieve a fine-grained control over synthesized images. We present SemanticSt…

Cited by 111PDFcodeScholar
2020

Video Object Detection via Object-level Temporal Aggregation

ECCV 2020poster

While single-image object detectors can be naively applied to videos in a frame-by-frame fashion, the prediction is often temporally inconsistent. Moreover, the computation can be redundant since neighboring frames are inherently similar to each other. In this work we propose to improve video object…

Cited by 43SourcePDFScholar