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Towards More Discriminative Feature Learning in SNNs With Temporal-Self-Erasing Supervision
会议论文
PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Philadelphia, PA, United states, February 25, 2025 - March 4, 2025
作者:
Liu, Wei
;
Yang, Li
;
Zhao, Mingxuan
;
Xue, Dengfeng
;
Wang, Shuxun
Adobe PDF(3091Kb)
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浏览/下载:5/1
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提交时间:2025/06/17
Biologically inspired models
Discriminative features
Diverse features
Feature discrimination
Feature learning
Learn+
Multiple time step
Neural-networks
Spatio-temporal
Temporal dimensions
Time-Domain 3D Electromagnetic Fields Estimation Based on Physics-Informed Deep Learning Framework
会议论文
2025 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE (DATE), Lyon, France, 31 March-2 April 2025
作者:
Huifan Zhang
;
Yun Hu
;
Pingqiang Zhou
收藏
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浏览/下载:12/0
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提交时间:2025/05/26
Deep learning
Digital elevation model
Electromagnetic field theory
Evanescent fields
Integrated circuit design
Mean square error
Open source software
Time domain analysis
Circuit designs
Electromagnetic simulation
Electromagnetics
Field estimations
Learn+
Learning frameworks
Machine-learning
Physic-informed machine learning
RF/microwave circuit
Time domain
Image-and-Label Conditioning Latent Diffusion Model: Synthesizing Aβ-PET from MRI for Detecting Amyloid Status
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2025, 卷号: 29, 期号: 2, 页码: 1221-1231
作者:
Ou, Zaixin
;
Pan, Yongsheng
;
Xie, Fang
;
Guo, Qihao
;
Shen, Dinggang
Adobe PDF(32723Kb)
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浏览/下载:167/6
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提交时间:2024/11/29
Diagnosis
Neuroimaging
AI2-PET imputation
Alzheimers disease
Diffusion model
Image diagnosis
Images synthesis
Learn+
MRI scan
PET Scan
Shared information
Structural information
ShapeGPT: 3D Shape Generation with A Unified Multi-modal Language Model
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: PP, 期号: 99
作者:
Fukun Yin
;
Xin Chen
;
Chi Zhang
;
Biao Jiang
;
Zibo Zhao
Adobe PDF(6034Kb)
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收藏
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浏览/下载:68/10
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提交时间:2025/02/12
3D modeling
Modula (programming language)
Syntactics
Three dimensional computer graphics
Unified Modeling Language
3-D shape
Generative model
Language model
Large models
Learn+
Modal language
Multi-modal
Multimodal generative model
Shape generations
Unified framework
Rethinking Fetal Brain Atlas Construction: A Deep Learning Perspective
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Marrakesh, Morocco, October 6, 2024 - October 6, 2024
作者:
Zhang, Kai
;
Huang, Shijie
;
Zhu, Fangmei
;
Ding, Zhongxiang
;
Chen, Geng
收藏
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浏览/下载:222/0
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提交时间:2024/11/29
Brain
Contrastive Learning
Deep learning
Image registration
Medical imaging
Atlas construction
Brain atlas
Deep learning
Feature space
Fetal brain
Geometric information
Learn+
Learning methods
Learning-based approach
Minimums distance
GSURE-Based Unsupervised Deep Equilibrium Model Learning for Large-Scale Channel Estimation
会议论文
GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024
作者:
Haotian Tian
;
Lixiang Lian
Adobe PDF(1279Kb)
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浏览/下载:50/2
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提交时间:2025/03/18
Adversarial machine learning
Channel estimation
Contrastive Learning
Deep learning
Mean square error
Risk analysis
Risk assessment
Risk perception
Supervised learning
Unsupervised learning
Deep equilibrium model
Equilibrium modelling
Generalized stein unbiased risk estimate
Ground truth
Large-scale channel estimation
Large-scales
Learn+
Learning-based methods
Model learning
Unbiased risk estimates
Monocular Human-Object Reconstruction in the Wild
会议论文
MM 2024 - PROCEEDINGS OF THE 32ND ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA, Melbourne, VIC, Australia, October 28, 2024 - November 1, 2024
作者:
Huo, Chaofan
;
Shi, Ye
;
Wang, Jingya
Adobe PDF(17314Kb)
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收藏
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浏览/下载:257/46
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提交时间:2024/12/13
3D modeling
Neural networks
Three dimensional computer graphics
2D images
3D computer vision
3D spaces
Human-object interaction
Human-object interaction reconstruction
Learn+
Object reconstruction
Prior-knowledge
Spatial relations
Supervised methods
Automated Contrastive Learning Strategy Search for Time Series
会议论文
INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, PROCEEDINGS, Boise, ID, United states, October 21, 2024 - October 25, 2024
作者:
Jing, Baoyu
;
Wang, Yansen
;
Sui, Guoxin
;
Hong, Jing
;
He, Jingrui
Adobe PDF(1673Kb)
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收藏
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浏览/下载:256/47
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提交时间:2024/12/13
Adversarial machine learning
Federated learning
Reinforcement learning
Automated machine learning
Automated machines
Learn+
Learning paradigms
Learning strategy
Machine-learning
MicroSoft
Performance
Prior-knowledge
Times series
A versatile design method applied to reconfigurable metasurfaces
期刊论文
JOURNAL OF APPLIED PHYSICS, 2024, 卷号: 135, 期号: 8
作者:
Han, Xu
;
Ding, Shuai
;
Jia, Qing-Song
;
Zhang, Wei-Hao
;
Tang, Hao
Adobe PDF(3771Kb)
|
收藏
|
浏览/下载:346/1
|
提交时间:2024/05/14
Design
Design method
Higher efficiency
In-phase
Learn+
Metal cylinders
Metasurface
Operating functions
Pancharatnam-Berry phase
Phase theory
Reconfigurable
What can molecular assembly learn from catalysed assembly in living organisms?
期刊论文
CHEMICAL SOCIETY REVIEWS, 2024, 卷号: 53, 期号: 4, 页码: 1892-1914
作者:
Lei, Zhi-Chao
;
Wang, Xinchang
;
Yang, Liulin
;
Qu, Hang
;
Sun, Yibin
Adobe PDF(4881Kb)
|
收藏
|
浏览/下载:258/0
|
提交时间:2024/03/04
Catalysis
Ions
Assembly approach
Assembly systems
Characterization methods
Large structures
Learn+
Living organisms
Molecular assembly
Non-covalent interaction
Reassembly
Selective strategies
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