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Structured IB: Improving Information Bottleneck with Structured Feature Learning
会议论文
PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Philadelphia, PA, United states, February 25, 2025 - March 4, 2025
作者:
Yang, Hanzhe
;
Wu, Youlong
;
We, Dingzhu
;
Zhou, Yong
;
Shi, Yuanming
Adobe PDF(486Kb)
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收藏
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浏览/下载:10/1
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提交时间:2025/06/17
Cluster analysis
Deep neural networks
Digital arithmetic
Document Clustering
Feature learning
Generalisation
Images segmentations
Information bottleneck
Information bottleneck principles
Interpretability
Lagrangian methods
Neural-networks
Structured information
Information Bottleneck
Representation Learning
Information Theory
Machine Learning
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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收藏
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浏览/下载:11/3
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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
LLM-SRAF: Sub-Resolution Assist Feature Generation Using Large Language Model
会议论文
2025 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE (DATE), Lyon, France, 31 March-2 April 2025
作者:
Tianyi Li
;
Zhexin Tang
;
Tao Wu
;
Bei Yu
;
Jingyi Yu
Adobe PDF(808Kb)
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收藏
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浏览/下载:25/2
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提交时间:2025/05/26
Supervised learning
Circuit features
Computational resources
Feature generation
Feature sizes
Language model
Model-based OPC
Pattern fidelity
Pattern resolution
Sub-resolution assist feature
Wafer patterns
Spatial enhanced multi-level alignment learning for text-image person re-identification with coupled noisy labels
期刊论文
MULTIMEDIA SYSTEMS, 2025, 卷号: 31, 期号: 2
作者:
Jiacheng Zhao(赵佳程)
;
Haojie Che(车浩杰)
;
Yongxi Li(李泳锡)
Adobe PDF(1617Kb)
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收藏
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浏览/下载:92/4
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提交时间:2025/03/12
Adversarial machine learning
Contrastive Learning
Feature extraction
Image coding
Image denoising
Natural language processing systems
Optical character recognition
Query languages
Structured Query Language
Cross-modal
Cross-modal alignment
Language description
Multilevels
Natural languages
Noisy correspondence
Noisy labels
Person re identifications
Text images
Text-image person re-identification
Multi-level fine-grained center calibration network for unsupervised person re-identification
期刊论文
MULTIMEDIA SYSTEMS, 2025, 卷号: 31, 期号: 2
作者:
Che, Haojie
;
Zhao, Jiacheng
;
Li, Yongxi
Adobe PDF(1539Kb)
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收藏
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浏览/下载:37/2
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提交时间:2025/03/28
Benchmarking
Contrastive Learning
Feature extraction
Self-supervised learning
Supervised learning
Unsupervised learning
Calibration network
Camera view
Cluster centers
Feature extractor
Fine grained
Local feature
Multilevels
Person re identifications
Pseudo label
Unsupervised person re-identification
RelVid: Relational Learning with Vision-Language Models for Weakly Video Anomaly Detection
期刊论文
SENSORS, 2025, 卷号: 25, 期号: 7
作者:
Wang, Jingxin
;
Li, Guohan
;
Liu, Jiaqi
;
Xu, Zhengyi
;
Chen, Xinrong
Adobe PDF(5771Kb)
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收藏
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浏览/下载:62/1
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提交时间:2025/03/31
vision-language model
Adapter
weakly video anomaly detection
feature learning
Progressive self-supervised learning: A pre-training method for crowd counting
期刊论文
PATTERN RECOGNITION LETTERS, 2025, 卷号: 188, 页码: 148-154
作者:
Gu, Yao
;
Zheng, Zhe
;
Wu, Yingna
;
Xie, Guangping
;
Ni, Na
Adobe PDF(2000Kb)
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收藏
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浏览/下载:126/3
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提交时间:2025/02/12
Adversarial machine learning
Contrastive Learning
Federated learning
Crowd counting
Dataset construction
Feature representation
Images classification
Learning methods
Learning process
Modeling performance
Pre-training
Supervised learning approaches
Training methods
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:229/0
|
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
Non-Motorized Lane Target Behavior Classification Based on Millimeter Wave Radar With P-Mrca Convolutional Neural Network
期刊论文
IEEE TRANSACTIONS ON BIOMETRICS, BEHAVIOR, AND IDENTITY SCIENCE, 2025, 卷号: 7, 期号: 1, 页码: 71-81
作者:
Jiaqing He
;
Yihan Zhu
;
Bing Hua
;
Zhihuo Xu
;
Yongwei Zhang
Adobe PDF(1977Kb)
|
收藏
|
浏览/下载:226/0
|
提交时间:2024/07/22
Classification (of information)
Convolution
Data acquisition
Deep learning
Extraction
Millimeter waves
Motor transportation
Neural network models
Roads and streets
Accuracy
Attention mechanisms
Deep learning
Doppler signatures
Feature pyramid
Feature pyramid structure
Features extraction
Gait recognition
Legged locomotion
Micro-dopple signature
Micro-Doppler
Multi-scale residual channel attention
Multi-scale residual channel attention network
Multi-scales
Pedestrian
Pyramid structure
Pyramid-multi-scale residual channel attention network
Target recognition
Transferring Adult-like Phase Images for Robust Multi-view Isointense Infant Brain Segmentation
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 1, 页码: 69-78
作者:
Huabing Liu
;
Jiawei Huang
;
Dengqiang Jia
;
Qian Wang
;
Jun Xu
Adobe PDF(2029Kb)
|
收藏
|
浏览/下载:177/2
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提交时间:2024/07/22
Feature extraction
Image enhancement
Image segmentation
Magnetic resonance imaging
Medical imaging
Tissue
Accuracy
Adult-like phase image
Adversarial networks
Anatomy
Brain segmentation
Disentangled cycle-consistent adversarial network
Features extraction
Images segmentations
Isointense infant brain segmentation
Multi-view learning
Phase image
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