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WaveletFT: Discrete wavelet transform for parameter-efficient fine-tuning
期刊论文
Neurocomputing,2025, 卷号: 649
作者:
Hu, Can
;
Yang, Jie
;
Song, Shien
;
Fan, Wentao
;
Xie, Tao
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2025/07/15
Deep learning
Fine-tuning
Large foundation models
Parameter reduction
Parameter-efficient fine-tuning
Wavelet transform
4D Gaussian Splatting for high-fidelity dynamic reconstruction of single-view scenes
期刊论文
Neurocomputing,2025, 卷号: 640
作者:
Yang, Xiaodong
;
Xie, Weixing
;
Peng, Sen
;
Fu, Yihang
;
Fan, Wentao
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2025/07/15
3D reconstruction
Gaussian Splatting
Rendering
Price-aware resource management for multi-modal DNN inference in collaborative heterogeneous edge environments
期刊论文
Journal of Parallel and Distributed Computing,2025, 卷号: 201
作者:
Huang, Fengyi
;
Wang, Wenhua
;
Guo, Jianxiong
;
Fan, Wentao
;
Xu, Yang
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2025/07/15
Deep reinforcement learning
Economic payment models
Heterogeneous resource management
Multi-model collaborative edge computing
Adaptive video supervoxel segmentation via energy-guided bottom-up clustering
期刊论文
Signal, Image and Video Processing,2025, 卷号: 19, 期号: 3
作者:
Dong, Xiao
;
Zhong, Zhijie
;
Fan, Wentao
;
Chen, Zhonggui
;
Guo, Xiaohu
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2025/03/10
Clustering
Octree
Supervoxels
Video segmentation
ORL-EPM: A Profit-Aware and Load-Driven Heterogeneous Resource Management Scheme with Collaborative Edge Computing
会议论文
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Macau, October 29-31, 2024
作者:
Huang, Fengyi
;
Zhang, Yutao
;
Wang, Wenhua
;
Guo, Jianxiong
;
Xu, Yang
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2025/07/15
Decentralized collaborative heterogeneous edge computing
Economic payment models
Heterogeneous resource management
Reinforcement learning
A Quality-Aware and Obfuscation-Based Data Collection Scheme for Cyber-Physical Metaverse Systems
期刊论文
ACM Transactions on Multimedia Computing, Communications and Applications,2024, 卷号: 21, 期号: 2
作者:
Tang, Jianheng
;
Fan, Kejia
;
Yin, Wenjie
;
Yang, Shihao
;
Huang, Yajiang
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2025/03/10
Cyber-Physical Metaverse System
data quality
Deep Matrix Factorization
Mobile Crowd Sensing
Task Privacy-Preserving
Grouped Spherical Data Modeling Through Hierarchical Nonparametric Bayesian Models and Its Application to fMRI Data Analysis
期刊论文
IEEE Transactions on Neural Networks and Learning Systems,2024, 卷号: 35, 期号: 4, 页码: 5566-5576
作者:
Fan, Wentao
;
Yang, Lin
;
Bouguila, Nizar
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2024/05/07
Functional magnetic resonance imaging (fMRI) data analysis
hierarchical nonparametric Bayesian model
hierarchical Pitman-Yor (HPY) process
spherical data
variational Bayes (VB)
von Mises-Fisher (VMF)
Prior knowledge guided text to image generation
期刊论文
Pattern Recognition Letters,2024, 卷号: 177, 页码: 89-95
作者:
Liu ,An-An
;
Sun, Zefang
;
Xu, Ning
;
Kang, Rongbao
;
Cao, Jinbo
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2024/01/22
Generative Adversarial Networks
Knowledge Guided GAN
Text-to-image synthesis
Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI Segmentation
会议论文
Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024, Lisbon, December 3-6, 2024
作者:
Li, Xinze
;
Huang, Runlin
;
Wu, Zhenghao
;
Yang, Bohan
;
Fan, Wentao
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2025/07/15
CORAL-Correlation
Left Atrium
Medical Image Segmentation
Semi-supervised learning
Deep Clustering Analysis via Dual Variational Autoencoder With Spherical Latent Embeddings
期刊论文
IEEE Transactions on Neural Networks and Learning Systems,2023, 卷号: 34, 期号: 9, 页码: 6303-6312
作者:
Yang, Lin
;
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2025/07/15
Clustering
data augmentation
dual variational autoencoder
mixture models
variational autoencoder (VAE)
variational inference
von Mises-Fisher mixture model