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Chuan-Sheng Foo

  1. Optimistic mirror descent in saddle-point problems: Going the extra (gradient) mile
    2018/07/07 by Panayotis Mertikopoulos, Mertikopoulos, Panayotis, Bruno Lecouat +9 · 58 citations
    Computer Science · Engineering · Mathematics · #Advanced Numerical Methods in Computational Mathematics #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Matrix Theory and Algorithms #Optimization and Control (math.OC) #cs.GT #cs.LG #math.OC #stat.ML
  2. Efficient GAN-Based Anomaly Detection
    2018/02/17 by Houssam Zenati, Zenati, Houssam, Chuan Sheng Foo +9 · 11 citations
    Computer Science · Mathematics · #Anomaly Detection Techniques and Applications #Digital Media Forensic Detection #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Network Security and Intrusion Detection #cs.LG #stat.ML
  3. REACTO: Reconstructing Articulated Objects from a Single Video
    2024/04/17 by Chaoyue Song, Jiacheng Wei, Song, Chaoyue +7 · 20 citations
    Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction
  4. Sculpt3D: Multi-View Consistent Text-to-3D Generation with Sparse 3D Prior
    2024/03/14 by Cheng Chen, Xiaofeng Yang, Chen, Cheng +13 · 8 citations
    Engineering · Computer Science · #Human Motion and Animation #Image Processing and 3D Reconstruction #Handwritten Text Recognition Techniques
  5. Source-Free Domain Adaptation with Temporal Imputation for Time Series Data
    2023/07/14 by Mohamed Ragab, Ragab, Mohamed, Emadeldeen Eldele +9 · 5 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Domain Adaptation and Few-Shot Learning #Cancer-related molecular mechanisms research #Multimodal Machine Learning Applications
  6. Waterfall: Framework for Robust and Scalable Text Watermarking and Provenance for LLMs
    2024/07/05 by Gregory Kang Ruey Lau, Lau, Gregory Kang Ruey, Xinyuan Niu +9 · 6 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Artificial Intelligence (cs.AI) #Chaos-based Image/Signal Encryption #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting
  7. CADCrafter: Generating Computer-Aided Design Models from Unconstrained Images
    2025/04/07 by Chen Cheng, Jiacheng Wei, Chen, Cheng +19 · 10 citations
    Engineering · #3D Shape Modeling and Analysis #Manufacturing Process and Optimization #Advanced Numerical Analysis Techniques
  8. The Unusual Effectiveness of Averaging in GAN Training
    2018/06/12 by Yasin Yazıcı, Chuan-Sheng Foo, Yazıcı, Yasin +9 · 2 citations
    Computer Science · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.CV #cs.LG #stat.ML
  9. Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images
    2018/12/19 by Bruno Lecouat, Ken Chang, Lecouat, Bruno +18 · 2 citations
    Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Retinal Imaging and Analysis #cs.CV
  10. Source-Free Domain Adaptation Guided by Vision and Vision-Language Pre-Training
    2024/05/05 by Wenyu Zhang, Li Shen, Zhang, Wenyu +3 · 4 citations
    Computer Science · #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 #Natural Language Processing Techniques
  11. MoDA: Modeling Deformable 3D Objects from Casual Videos
    2023/04/17 by Chaoyue Song, Song, Chaoyue, Jiacheng Wei +11 · 3 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. Few-Shot Adaptation of Pre-Trained Networks for Domain Shift
    2022/05/30 by Wenyu Zhang, Li Shen, Zhang, Wenyu +5 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Rethinking the Role of Pre-Trained Networks in Source-Free Domain Adaptation
    2022/12/15 by Wenyu Zhang, Li Shen, Zhang, Wenyu +3 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. TEA-DNN: the Quest for Time-Energy-Accuracy Co-optimized Deep Neural Networks
    2018/11/29 by Lile Cai, Anne-Maelle Barneche, Cai, Lile +13 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural and Evolutionary Computing (cs.NE) #cs.LG #cs.NE
  15. Fair yet Asymptotically Equal Collaborative Learning
    2023/06/09 by Xiaoqiang Lin, Lin, Xiaoqiang, Xinyi Xu +7 · 2 citations
    Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Ethics and Social Impacts of AI #Experimental Behavioral Economics Studies
  16. Scalable and Practical Natural Gradient for Large-Scale Deep Learning
    2020/02/13 by Kazuki Osawa, Yohei Tsuji, Osawa, Kazuki +9 · 1 citation
    Computer Science · Mathematics · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques #cs.LG #stat.ML
  17. Helpful or Harmful Data? Fine-tuning-free Shapley Attribution for Explaining Language Model Predictions
    2024/06/07 by Jingtan Wang, Wang, Jingtan, Xiaoqiang Lin +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  18. Revisiting Pretraining for Semi-Supervised Learning in the Low-Label Regime
    2022/05/06 by Xun Xu, Jingyi Liao, Xu, Xun +13 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Text and Document Classification Technologies
  19. Harmonizing Base and Novel Classes: A Class-Contrastive Approach for Generalized Few-Shot Segmentation
    2023/03/24 by Weide Liu, Zhonghua Wu, Liu, Weide +11 · 2 citations
    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 #Hepatitis B Virus Studies
  20. On the Adversarial Risk of Test Time Adaptation: An Investigation into Realistic Test-Time Data Poisoning
    2024/10/07 by Yongyi Su, Su, Yongyi, Yushu Li +11 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. Probably Approximate Shapley Fairness with Applications in Machine Learning
    2022/12/01 by Zijian Zhou, Xinyi Xu, Zhou, Zijian +7 · 1 citation
    Social Sciences · #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Insurance, Mortality, Demography, Risk Management #Machine Learning (cs.LG)
  22. WaterDrum: Watermarking for Data-centric Unlearning Metric
    2025/05/08 by Xinyang Lu, Xinyuan Niu, Lu, Xinyang +16 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis #Advanced Graph Neural Networks