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Author

Pengfei Ran

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Conference Open access 2026

Cross-domain Image Generation: Style Transfer and Image-to-image Translation

. With the development of deep learning, cross-domain image generation has become an important research direction in computer vision, with broad application prospects in artistic creation and image editing. This paper summarizes the research results, principles, and applications of cross-domain image generation from tw...

Peng-Fei Ran · 0 citations
Review Open access Aug 2026

A Comprehensive Review of End-to-End Autonomous Driving: Architectures and Emerging Trends

This review proposes a novel function-oriented taxonomy by categorizing architectures into perception-integrated and planning-integrated paradigms, and addresses critical challenges, particularly long-tail data scarcity and the deficiency in human-like decision-making.

Yun-Xing Chen, Guo Yu, Peng-Fei Ran et al. · 1 citation

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