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DIVE: Inverting Conditional Diffusion Models for Discriminative Tasks 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2026, 卷号: 28, 页码: 297-308
作者:  Li, Yinqi;  Chang, Hong;  Hou, Ruibing;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Diffusion models  Object detection  Layout  Noise  Training  Noise reduction  Vocabulary  Dogs  Bicycles  Image synthesis  Diffusion model  generative modeling  discriminative Task  object detection  visual recognition  
Aligning Logits Generatively for Principled Black-Box Knowledge Distillation in the Wild 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 12, 页码: 11929-11945
作者:  Xiang, Xiang;  Ma, Jing;  Wu, Dongrui;  Zeng, Zhigang;  Chen, Xilin
收藏  |  浏览/下载：2/0  |  提交时间：2026/05/25
Data models  Adaptation models  Cloud computing  Training  Predictive models  Image edge detection  Generators  Computational modeling  Servers  Model compression  Cloud-to-edge model compression  knowledge distillation  generative adversarial network  test-time adaptation  
PIT: A Plug-and-Play Image Translator for Making Off-the-Shelf Models Adapt to Corruptions 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 12, 页码: 11644-11661
作者:  Li, Yinqi;  Chang, Hong;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：2/0  |  提交时间：2026/05/25
Adaptation models  Image recognition  Computational modeling  Translation  Training  Data models  Image restoration  Data augmentation  Head  Flowering plants  Corrupted image recognition  image-to-image translation  generative adversarial network  
Hierarchical image-to-image translation with nested distributions modeling 期刊论文
PATTERN RECOGNITION, 2024, 卷号: 146, 页码: 12
作者:  Qiao, Shishi;  Wang, Ruiping;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：61/0  |  提交时间：2024/05/20
Image-to-image translation  Distribution modeling  Information entropy  Generative adversarial network  
Amphis: Managing Reconfigurable Processor Architectures With Generative Adversarial Learning 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 11, 页码: 3993-4003
作者:  Chen, Weiwei;  Wang, Ying;  Xu, Ying;  Gao, Chengsi;  Han, Yinhe;  Zhang, Lei
收藏  |  浏览/下载：70/0  |  提交时间：2023/07/12
Resource management  Predictive models  Runtime  Generators  Generative adversarial networks  Computational modeling  Training  Design space exploration  generative adversarial network (GAN)  reconfigurable processor  
Plausible 3D Face Wrinkle Generation Using Variational Autoencoders 期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2022, 卷号: 28, 期号: 9, 页码: 3113-3125
作者:  Deng, Qixin;  Ma, Luming;  Jin, Aobo;  Bi, Huikun;  Le, Binh Huy;  Deng, Zhigang
收藏  |  浏览/下载：80/0  |  提交时间：2022/12/07
Faces  Three-dimensional displays  Solid modeling  Shape  Computational modeling  Pipelines  Data models  Face modeling  wrinkle synthesis  deep generative models  variational autoencoders  
A Compositional and Dynamic Model for Face Aging 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2010, 卷号: 32, 期号: 3, 页码: 385-401
作者:  Suo, Jinli;  Zhu, Song-Chun;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：83/0  |  提交时间：2019/12/16
Face aging modeling  face age estimation  generative model  And-Or graph  ANOVA