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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 5 of 5 1 IR-GAN: Image Manipulation with Linguistic Instruction by Increment Reasoning ... Liu, Zhenhuan; Deng, Jincan; Li, Liang; Cai, Shaofei; Xu, Qianqian; Wang, Shuhui; Huang, Qingming. - : arXiv, 2022 Abstract: Conditional image generation is an active research topic including text2image and image translation. Recently image manipulation with linguistic instruction brings new challenges of multimodal conditional generation. However, traditional conditional image generation models mainly focus on generating high-quality and visually realistic images, and lack resolving the partial consistency between image and instruction. To address this issue, we propose an Increment Reasoning Generative Adversarial Network (IR-GAN), which aims to reason the consistency between visual increment in images and semantic increment in instructions. First, we introduce the word-level and instruction-level instruction encoders to learn user's intention from history-correlated instructions as semantic increment. Second, we embed the representation of semantic increment into that of source image for generating target image, where source image plays the role of referring auxiliary. Finally, we propose a reasoning discriminator to measure ... Keyword: Computer Vision and Pattern Recognition cs.CV; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.2204.00792 https://arxiv.org/abs/2204.00792 BASE Hide details 2 DVCFlow: Modeling Information Flow Towards Human-like Video Captioning ... Yan, Xu; Fei, Zhengcong; Wang, Shuhui. - : arXiv, 2021 BASE Show details 3 Hierarchical Modular Network for Video Captioning ... Ye, Hanhua; Li, Guorong; Qi, Yuankai. - : arXiv, 2021 BASE Show details 4 Knowledge-guided Pairwise Reconstruction Network for Weakly Supervised Referring Expression Grounding ... Liu, Xuejing; Li, Liang; Wang, Shuhui. - : arXiv, 2019 BASE Show details 5 Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding ... Liu, Xuejing; Li, Liang; Wang, Shuhui. - : arXiv, 2019 BASE Show details

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