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非受限场景下文本到图像的生成方法研究 学位论文
, 2024
Authors:  孙建新
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生成式对抗网络,扩散模型,文本到图像生成,人脸图像编辑  
CFFT-GAN: Cross-Domain Feature Fusion Transformer for Exemplar-Based Image Translation 会议论文
, 美国华盛顿, 2.7-2.14
Authors:  Tianxiang Ma;  Bingchuan Li;  Wei Liu;  Miao Hua;  Jing Dong;  Tieniu Tan
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GaFET: Learning Geometry-aware Facial Expression Translation from In-The-Wild Images 会议论文
, 法国巴黎, 10.2-10.6
Authors:  Tianxiang Ma;  Bingchuan Li;  Qian He;  Jing Dong;  Tieniu Tan
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基于多层次解耦的人像内容生成研究 学位论文
, 2024
Authors:  马天翔
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人脸图像生成  人体图像生成  生成对抗网络  多层次解耦  
Structural Dependence Learning Based on Self-attention for Face Alignment 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 514-525
Authors:  Biying Li;  Zhiwei Liu;  Wei Zhou;  Haiyun Guo;  Xin Wen;  Min Huang;  Jinqiao Wang
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Computer vision, face alignment, self-attention, facial structure, contextual information  
Cogeneration of Innovative Audio-visual Content: A New Challenge for Computing Art 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 4-28
Authors:  Mengting Liu;  Ying Zhou;  Yuwei Wu;  Feng Gao
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Artificial intelligence (AI) art, audio-visual, artificial intelligence generated content (AIGC), multimodal, artistic evaluation  
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 483-513
Authors:  Wei-Chien Wang;  Euijoon Ahn;  Dagan Feng;  Jinman Kim
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Self-supervised learning (SSL), contrastive learning, deep learning, medical image analysis, computer vision  
Large-scale Multi-modal Pre-trained Models: A Comprehensive Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 447-482
Authors:  Xiao Wang;  Guangyao Chen;  Guangwu Qian;  Pengcheng Gao;  Xiao-Yong Wei;  Yaowei Wang;  Yonghong Tian;  Wen Gao
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Multi-modal (MM), pre-trained model (PTM), information fusion, representation learning, deep learning  
Facial-sketch Synthesis: A New Challenge 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 4, 页码: 257-287
Authors:  Deng-Ping Fan;  Ziling Huang;  Peng Zheng;  Hong Liu;  Xuebin Qin;  Luc Van Gool
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Facial sketch synthesis (FSS)  facial sketch dataset  benchmark  attribute  style transfer  
Biphasic Face Photo-Sketch Synthesis via Semantic-Driven Generative Adversarial Network With Graph Representation Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 14
Authors:  Qi, Xingqun;  Sun, Muyi;  Wang, Zijian;  Liu, Jiaming;  Li, Qi;  Zhao, Fang;  Zhang, Shanghang;  Shan, Caifeng
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Face photo-sketch synthesis  generative adversarial network  graph representation learning  intraclass and interclass  iterative cycle training (ICT)