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Learning Critically: Selective Self-Distillation in Federated Learning on Non-IID Data 期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 6, 页码: 789-800
作者:  He, Yuting;  Chen, Yiqiang;  Yang, XiaoDong;  Yu, Hanchao;  Huang, Yi-Hua;  Gu, Yang
收藏  |  浏览/下载:96/0  |  提交时间:2024/12/06
Data models  Training  Servers  Collaborative work  Adaptation models  Convergence  Feature extraction  Federated learning  knowledge distillation  non-identically distributed  deep learning  catastrophic forgetting  
NeRF-Texture: Synthesizing Neural Radiance Field Textures 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 9, 页码: 5986-6000
作者:  Huang, Yi-Hua;  Cao, Yan-Pei;  Lai, Yu-Kun;  Shan, Ying;  Gao, Lin
收藏  |  浏览/下载:93/0  |  提交时间:2024/12/06
Shape  Rendering (computer graphics)  Surface texture  Feature extraction  Geometry  Optimization  Image reconstruction  Meso-structure texture  neural radiance fields  texture synthesis  
Neural Radiance Fields From Sparse RGB-D Images for High-Quality View Synthesis 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 7, 页码: 8713-8728
作者:  Yuan, Yu-Jie;  Lai, Yu-Kun;  Huang, Yi-Hua;  Kobbelt, Leif;  Gao, Lin
收藏  |  浏览/下载:96/0  |  提交时间:2023/12/04
Novel view synthesis  neural rendering  neural radiance fields  
Multiscale Mesh Deformation Component Analysis With Attention-Based Autoencoders 期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2023, 卷号: 29, 期号: 2, 页码: 1301-1317
作者:  Yang, Jie;  Gao, Lin;  Tan, Qingyang;  Huang, Yi-Hua;  Xia, Shihong;  Lai, Yu-Kun
收藏  |  浏览/下载:111/0  |  提交时间:2023/07/12
Multi-scale  shape analysis  attention mechanism  sparse regularization  stacked auto-encoder