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      "statement": "# pix2pix and pix2pixHD: paired conditional image translation\n\nCombined image-conditioned adversarial training with reconstruction and patch-based discrimination; the high-resolution extension added coarse-to-fine generation, multi-scale discriminators and discriminator-feature matching.\n\n## Scientific scope\n\nUses paired supervision and inherited encoder/skip architectures, not a solution to arbitrary unpaired translation. Patch losses do not guarantee global semantic correctness. Different original author sets are retained; increasing image resolution alone is not counted as a separate invention.\n\n## Reading status\n\nThis is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.\n\n## People and systems\n\nPhillip Isola; Jun-Yan Zhu; Tinghui Zhou; Alexei A. Efros; Ting-Chun Wang; Ming-Yu Liu; Andrew Tao; Jan Kautz; Bryan Catanzaro\n\nSource-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.\n\n\n\n## Original sources\n\n- [Image-to-Image Translation with Conditional Adversarial Networks](https://arxiv.org/abs/1611.07004v1)\n- [High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs](https://arxiv.org/abs/1711.11585v1)\n",
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