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检索条件"机构=Robotics in Computer Science"
7803 条 记 录,以下是71-80 订阅
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Improving Sharpness-Aware Minimization by Lookahead  41
Improving Sharpness-Aware Minimization by Lookahead
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41st International Conference on Machine Learning, ICML 2024
作者: Yu, Runsheng Zhang, Youzhi Kwok, James T. Department of Computer Science and Engineering The Hong Kong University of Science and Technology Hong Kong Centre for Artificial Intelligence and Robotics Hong Kong Institute of Science & Innovation CAS Hong Kong
Sharpness-Aware Minimization (SAM), which performs gradient descent on adversarially perturbed weights, can improve generalization by identifying flatter minima. However, recent studies have shown that SAM may suffer ...
来源: 评论
A Fast Similarity Matrix Calibration Method with Incomplete Query  24
A Fast Similarity Matrix Calibration Method with Incomplete ...
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33rd ACM Web Conference, WWW 2024
作者: Ma, Changyi Yu, Runsheng Zhang, Youzhi Centre for Artificial Intelligence and Robotics Hong Kong Institute of Science and Innovation CAS Hong Kong Department of Computer Science and Engineering Hong Kong University of Science and Technology Hong Kong
The similarity matrix is at the core of similarity search problems. However, incomplete observations are ubiquitous in real scenarios leading to a less accurate similarity matrix. To alleviate this problem, in this pa... 详细信息
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Arbitrarily Scalable Environment Generators via Neural Cellular Automata (Extended Abstract)  17th
Arbitrarily Scalable Environment Generators via Neural Cellu...
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17th International Symposium on Combinatorial Search, SoCS 2024
作者: Zhang, Yulun Fontaine, Matthew C. Bhatt, Varun Nikolaidis, Stefanos Li, Jiaoyang Robotics Institute Carnegie Mellon University United States Thomas Lord Department of Computer Science University of Southern California United States
We study the problem of generating arbitrarily large environments to improve the throughput of multi-robot systems. Prior work proposes Quality Diversity (QD) algorithms as an effective method for optimizing the envir... 详细信息
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EDSD: efficient driving scenes detection based on Swin Transformer
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Multimedia Tools and Applications 2024年 第39期83卷 87179-87198页
作者: Chen, Wei Zheng, Ruihan Jiang, Jiade Tian, Zijian Zhang, Fan Liu, Yi Beijing100083 China Key Laboratory of Intelligent Mining and Robotics Ministry of Emergency Management Beijing100083 China School of Computer Science & amp Technology China University of Mining and Technology Xuzhou221116 China
In the field of autonomous driving, the detection of targets such as vehicles, bicycles, and pedestrians in complex road conditions is of great importance. Through extensive experimentation, we have found that various... 详细信息
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i-Glove: An Intelligent Glove System Based on Deep Learning to Support Deaf-blind Individuals in Recognizing Banknotes  3
i-Glove: An Intelligent Glove System Based on Deep Learning ...
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3rd IEEE International Conference on robotics, Automation, Artificial-Intelligence and Internet-of-Things, RAAICON 2024
作者: Hossain, Fahad Mohammad Alavi, Rafit Safat, Yeamin Sarker, Gobinda Chandra Noor, Nafisa Hossain, Ekram Mymensingh Engineering College Department of Computer Science and Engineering Mymensingh Bangladesh University of Dhaka Department of Robotics and Mechatronics Engineering Dhaka Bangladesh
The deaf-blind community faces significant challenges in identifying banknotes due to simultaneous hearing and vision impairments, which complicate their ability to conduct daily financial transactions. Recent advance... 详细信息
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Multi-Robot Coordination and Layout Design for Automated Warehousing (Extended Abstract)  17th
Multi-Robot Coordination and Layout Design for Automated War...
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17th International Symposium on Combinatorial Search, SoCS 2024
作者: Zhang, Yulun Fontaine, Matthew C. Bhatt, Varun Nikolaidis, Stefanos Li, Jiaoyang Robotics Institute Carnegie Mellon University United States Thomas Lord Department of Computer Science University of Southern California United States
With the rapid progress in Multi-Agent Path Finding (MAPF), researchers have studied how MAPF algorithms can be deployed to coordinate hundreds of robots in large automated warehouses. While most works try to improve ... 详细信息
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Active Perception for Grasp Detection via Neural Graspness Field  38
Active Perception for Grasp Detection via Neural Graspness F...
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38th Conference on Neural Information Processing Systems, NeurIPS 2024
作者: Ma, Haoxiang Shi, Modi Gao, Boyang Huang, Di State Key Laboratory of Complex and Critical Software Environment School of Computer Science and Engineering Beihang University Beijing China Geometry Robotics
This paper tackles the challenge of active perception for robotic grasp detection in cluttered environments. Incomplete 3D geometry information can negatively affect the performance of learning-based grasp detection m...
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MF-BERT: A Siamese Pre-training Framework for Motion Forecasting
MF-BERT: A Siamese Pre-training Framework for Motion Forecas...
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2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025
作者: Shi, Jianxin Chen, Jinhao Chen, Xiaolong Ma, Jun Wo, Tianyu School of Computer Science and Engineering Beihang University Beijing China Robotics and Autonomous Systems Thrust The Hong Kong University of Science and Technology Guangzhou China
Accurately predicting the future motions of traffic agents is essential for autonomous systems. Despite the significant success of existing motion forecasting methods based on supervised learning, they still exhibit t... 详细信息
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A Review of Deep Learning Techniques for Glaucoma Detection
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SN computer science 2023年 第3期4卷 274页
作者: Guergueb, Takfarines Akhloufi, Moulay A. Perception Robotics and Intelligent Machines Research Group (PRIME) Computer Science Department Université de Moncton Moncton NB Canada
Glaucoma is one of the major reasons for visual impairment all across the globe. The recent advancements in machine learning techniques have greatly facilitated ophthalmologists in the early diagnosis of ocular diseas... 详细信息
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The ATTUNE Model for Artificial Trust Towards Human Operators
The ATTUNE Model for Artificial Trust Towards Human Operator...
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2024 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2024
作者: Petousakis, Giannis Cangelosi, Angelo Stolkin, Rustam Chiou, Manolis University of Manchester Cognitive Robotics Lab Department of Computer Science United Kingdom University of Birmingham School of Metallurgy and Materials Extreme Robotics Lab United Kingdom Queen Mary University of London United Kingdom
This paper presents a novel method to quantify Trust in HRI. It proposes an HRI framework for estimating the Robot Trust towards the Human in the context of a narrow and specified task. The framework produces a real-t... 详细信息
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