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Dynamic Communication in Multi-Agent Reinforcement Learning via Information Bottleneck
会议论文
GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024
作者:
Adobe PDF(411Kb)
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收藏
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浏览/下载:348/5
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提交时间:2024/09/14
Adversarial machine learning
Information dissemination
Reinforcement learning
Communication overheads
Communication range
Cooperative tasks
Dynamic communication
Information bottleneck
Information sharing
Multi-agent reinforcement learning
Multiagent systems (MASs)
Reinforcement learning algorithms
Task performance
A multimodal machine learning model for the stratification of breast cancer risk
期刊论文
NATURE BIOMEDICAL ENGINEERING, 2024
作者:
Xuejun Qian
;
Jing Pei
;
Chunguang Han
;
Zhiying Liang
;
Gaosong Zhang
Adobe PDF(6081Kb)
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浏览/下载:472/10
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提交时间:2024/09/22
Contrastive Learning
Lung cancer
Mammography
Oncology
Pathology
Risk management
Ultrasonic imaging
Ultrasonic testing
Breast Cancer
Breast cancer risk
Cancer risk
Clinical practices
Clinical tasks
Machine learning models
Multi-modal
Multimodal models
Patient management
Work-flows
Multimodal Local Representation Learning For Multi-Task Blastocyst Assessment
会议论文
IEEE SYMPOSIUM ON BIOMEDICAL IMAGING 2024, Athens, Greece, 27-30 May 2024
作者:
Zhang J(张军)
;
Zheng BZ(郑博中)
;
Ni N(倪娜)
;
Tong GQ(童国庆)
;
Wu YN(武颖娜)
Adobe PDF(547Kb)
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浏览/下载:549/7
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提交时间:2024/05/29
Adversarial machine learning
Cell culture
Contrastive Learning
Image representation
Image retrieval
Multi-task learning
Biomedical images
Blastocyst assessment
Image texts
Image-text retrieval
Learning frameworks
Multi tasks
Multi-modal
Multi-task model
Multimodal local representation
Text retrieval
MoME: Mixture-of-Masked-Experts for Efficient Multi-Task Recommendation
会议论文
SIGIR 2024 - PROCEEDINGS OF THE 47TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL, Washington, DC, United states, July 14, 2024 - July 18, 2024
作者:
Xu, Jiahui
;
Sun, Lu
;
Zhao, Dengji
Adobe PDF(1222Kb)
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浏览/下载:336/3
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提交时间:2024/08/23
Coarse-grained modeling
Computational efficiency
Learning systems
Binary masks
Learning techniques
Mixture of experts
Model mixtures
Multi tasks
Multi-task recommendation
Multitask learning
Parameter sharing
Real-world datasets
Subnetworks
Joint Device Scheduling and Resource Allocation for ISCC-Based Multi-View-Multi-Task Inference
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: PP, 期号: 99
作者:
Diao Wang
;
Dingzhu Wen
;
Yinghui He
;
Qimei Chen
;
Guangxu Zhu
Adobe PDF(5134Kb)
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浏览/下载:189/4
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提交时间:2024/09/18
Convex optimization
Integer programming
Resource allocation
Scheduling algorithms
Sensory analysis
Sensory perception
Device scheduling
Edge AI inference
Integrated sensing
Integrated sensing-communication-computation
Multi tasks
Multi-task optimization
Multi-views
Optimisations
Resources allocation
Scheduling/allocation
Language and Sketching: An LLM-driven Interactive Multimodal Multitask Robot Navigation Framework
会议论文
PROCEEDINGS - IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, 1-1-1, Minato Mirai, Nishi-ku, Yokohama, Japan, May 13, 2024 - May 17, 2024
作者:
Adobe PDF(33293Kb)
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浏览/下载:215/53
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提交时间:2024/09/20
Adversarial machine learning
Industrial robots
Intelligent robots
Microrobots
Multipurpose robots
Nanorobots
Reinforcement learning
Robot programming
Human following
Humans-robot interactions
Intuitive controls
Mathematical formulation
Multi-modal
Multiple tasks
Point-to-point navigation
Robot navigation frameworks
Sketchings
User-centric
Multiplicative Sparse Tensor Factorization for Multi-View Multi-Task Learning
会议论文
FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS, Krakow, Poland, September 30, 2023 - October 4, 2023
作者:
Wang, Xinyi
;
Sun, Lu
;
Nguyen, Canh Hao
;
Mamitsuka, Hiroshi
Adobe PDF(783Kb)
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收藏
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浏览/下载:571/197
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提交时间:2023/11/24
Factorization
Learning systems
Machine learning
Heterogeneous data
Learn+
Learning methods
Multi-views
Multiple tasks
Multiple views
Multitask learning
Predictive information
Sparse tensors
Tensor factorization
Movie Ticket, Popcorn, and Another Movie Next Weekend: Time-Aware Service Sequential Recommendation for User Retention
会议论文
ACM WEB CONFERENCE 2023 - COMPANION OF THE WORLD WIDE WEB CONFERENCE, WWW 2023, Austin, TX, United states, April 30, 2023 - May 4, 2023
作者:
Yang, Xiaoyan
;
Wang, Dong
;
Hu, Binbin
;
Yang, Dan
;
Shen, Yue
Adobe PDF(1303Kb)
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收藏
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浏览/下载:230/0
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提交时间:2023/06/02
Motion pictures
User profile
Current demands
Fine grained
Follow up
Immediate feedbacks
Movie recommendations
Multi tasks
Neural-networks
Non-trivial
Sequential recommendation
User retention
ORDER MATTERS: AGENT-BY-AGENT POLICY OPTIMIZATION
会议论文
11TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, ICLR 2023, Kigali, Rwanda, May 1, 2023 - May 5, 2023
作者:
Wang, Xihuai
;
Tian, Zheng
;
Wan, Ziyu
;
Wen, Ying
;
Wang, Jun
收藏
|
浏览/下载:131/0
|
提交时间:2024/08/09
Software agents
Sports
Coordination tasks
Monotonics
Multi agent
Non-stationarities
Performance
Policy agents
Policy optimization
Sequential update
Trust region algorithms
Update schemes
Task-Oriented Over-the-Air Computation for Multi-Device Edge Split Inference
会议论文
IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, WCNC, Glasgow, United kingdom, March 26, 2023 - March 29, 2023
作者:
Dingzhu Wen
;
Xiang Jiao
;
Peixi Liu
;
Guangxu Zhu
;
Yuanming Shi
Adobe PDF(1475Kb)
|
收藏
|
浏览/下载:298/0
|
提交时间:2023/06/09
Errors
Mean square error
Motion estimation
Aggregation errors
Classification accuracy
Classification tasks
Features vector
Inference systems
Multi-devices
Over the airs
Precoders
Receive beamforming
Task-oriented
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