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World Scientific Annual Review of Artificial Intelligence, Volume 2

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Volume 2, 2024

Resource-efficient Learning

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Zhijian Liu, Haotian Tang, Yujun Lin, Song Han:
Algorithm-System-Hardware Co-Design for Efficient 3D Deep Learning. 2340003:1-2340003:56

Review

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Xulei Yang, Xiaoli Li, Hao Su:
Introduction to 3D Deep Learning. 2430001:1-2430001:17

Label/sample efficient Learning

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Yatian Pang, Francis Eng Hock Tay, Li Yuan, Zhenghua Chen:
Masked Autoencoders for 3D Point Cloud Self-supervised Learning. 2440001:1-2440001:22

Application

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Richard Chang, Wang Jie, Namrata Thakur, Ramanpreet Singh Pahwa:
AI-based 3D Metrology and Defect Detection of HBMs in XRM Scans. 2440002:1-2440002:31

Representation Learning

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Chenhang He, Lei Zhang:
Improving Monocular 3D Object Detection by Synthetic Images with Virtual Depth. 2440003:1-2440003:18
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Yizhak Ben-Shabat, Chamin Hewa Koneputugodage, Stephen Gould:
eDiGS: Extended Divergence-Guided Shape Implicit Neural Representation for Unoriented Point Clouds. 2440004:1-2440004:32

Label/sample efficient Learning

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Zhengzhe Liu, Xiaojuan Qi, Chi-Wing Fu:
You Only Need One Thing One Click: Self-Training for Weakly Supervised 3D Scene Understanding. 2440005:1-2440005:25
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Xian Shi, Lile Cai, Ke Chen, Chuan Sheng Foo, Kui Jia, Xun Xu:
Label-Efficient Point Cloud Semantic Segmentation: A Holistic Active Learning Approach. 2440006:1-2440006:29

Resource-efficient Learning

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Qingyong Hu:
Sampling Strategies for Efficient Segmentation and Object Detection of 3D Point Clouds. 2440007:1-2440007:28

Representation Learning

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Ziming Zhang, Kaidong Li, Guanghui Wang:
Robust Structured Declarative Classifiers for Point Clouds. 2450001:1-2450001:21

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Yucheng Tang, Jie Liu, Zongwei Zhou, Xin Yu, Yuankai Huo:
Efficient 3D Representation Learning for Medical Image Analysis. 2450002:1-2450002:27

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