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Ong, Yew Soon

  1. Masked Frequency Modeling for Self-Supervised Visual Pre-Training
    2022/06/15 by Jiahao Xie, Xie, Jiahao, Wei Li +9 · 11 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Optical measurement and interference techniques
  2. Unsupervised Object-Level Representation Learning from Scene Images
    2021/06/22 by Jiahao Xie, Xie, Jiahao, Xiaohang Zhan +7 · 10 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  3. Online Deep Clustering for Unsupervised Representation Learning
    2020/06/18 by Xiaohang Zhan, Zhan, Xiaohang, Jiahao Xie +7 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
  4. ExpertFlow: Efficient Mixture-of-Experts Inference via Predictive Expert Caching and Token Scheduling
    2024/10/23 by Xin He, He, Xin, Shunkang Zhang +14 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Seismology and Earthquake Studies
  5. MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation
    2023/09/22 by Jiahao Xie, Xie, Jiahao, Wei Li +9 · 6 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  6. MIML-FCN+: Multi-instance Multi-label Learning via Fully Convolutional Networks with Privileged Information
    2017/02/28 by Hao Yang, Joey Tianyi Zhou, Yang, Hao +5 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Text and Document Classification Technologies
  7. Jacobian Adversarially Regularized Networks for Robustness
    2019/12/21 by Chan, Alvin, Tay, Yi, Ong, Yew Soon +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
  8. Pushing the Limits of Safety: A Technical Report on the ATLAS Challenge 2025
    2025/06/14 by Ying, Zonghao, Wu, Siyang, Hao, Run +44 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  9. LLM2TEA: An Agentic AI Designer for Discovery with Generative Evolutionary Multitasking
    2024/06/21 by Melvin Wong, Wong, Melvin, Jiao Liu +7 · 3 citations
    Computer Science · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  10. Delving into Inter-Image Invariance for Unsupervised Visual Representations
    2020/08/26 by Jiahao Xie, Xiaohang Zhan, Xie, Jiahao +7 · 1 citation
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  11. Discovering Support and Affiliated Features from Very High Dimensions
    2012/06/27 by Yiteng Zhai, Mingkui Tan, Zhai, Yiteng +5 · 1 citation
    Computer Science · #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  12. Virtual Co-Pilot: Multimodal Large Language Model-enabled Quick-access Procedures for Single Pilot Operations
    2024/03/25 by Fan Li, Shanshan Feng, Li, Fan +7 · 1 citation
    Computer Science · Psychology · #AI-based Problem Solving and Planning #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Human-Computer Interaction (cs.HC)
  13. Dockformer: A transformer-based molecular docking paradigm for large-scale virtual screening
    2024/11/11 by Zhangfan Yang, Yang, Zhangfan, Junkai Ji +14 · 2 voices · 1 citation
    Biochemistry, Genetics and Molecular Biology · #Advanced Biosensing Techniques and Applications
  14. Human-Generative AI Collaborative Problem Solving Who Leads and How Students Perceive the Interactions
    2024/05/19 by Gaoxia Zhu, Vidya K. Sudarshan, Zhu, Gaoxia +5 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics
  15. Covariance-Adaptive Sequential Black-box Optimization for Diffusion Targeted Generation
    2024/06/02 by Lyu, Yueming, Tan, Kim Yong, Ong, Yew Soon +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  16. EvoSpeak: Large Language Models for Interpretable Genetic Programming-Evolved Heuristics
    2025/10/03 by Xu, Meng, Liu, Jiao, Ong, Yew Soon · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)