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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:79/0
  |  
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:81/0
  |  
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:61/0
  |  
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:43/0
  |  
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:30/0
  |  
提交时间:2025/07/15
Decentralized collaborative heterogeneous edge computing
Economic payment models
Heterogeneous resource management
Reinforcement learning
ENERGY DIMINISHING IMPLICIT-EXPLICIT RUNGE–KUTTA METHODS FOR GRADIENT FLOWS
期刊论文
Mathematics of Computation,2024, 卷号: 93, 期号: 350, 页码: 2745-2767
作者:
Fu, Zhaohui
;
Tang, Tao
;
Yang, Jiang
收藏
  |  
浏览/下载:48/0
  |  
提交时间:2024/11/04
energy stability
gradient flows
IMEX Runge–Kutta
phase field equations
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:29/0
  |  
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)
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:30/0
  |  
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:32/0
  |  
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
Differential privacy protection method for trip-oriented shared data
期刊论文
Concurrency and Computation: Practice and Experience,2023, 卷号: 35, 期号: 19
作者:
Du,Danlei
;
Luo,Entao
;
Yi,Yang
;
Peng,Tao
;
Li,Xubin
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2023/09/21
association rule
differential privacy
machine learning
noise
privacy protection