Xia, Guoxuan

1. DiscDiff: Latent Diffusion Model for DNA Sequence Generation
   2024/02/08 by Zehui Li, Yuhao Ni, Li, Zehui +11 · 5 citations
   Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Machine Learning (cs.LG)
2. Window-Based Early-Exit Cascades for Uncertainty Estimation: When Deep Ensembles are More Efficient than Single Models
   2023/03/14 by Guoxuan Xia, Christos-Savvas Bouganis, Xia, Guoxuan +1 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. An Underexplored Dilemma between Confidence and Calibration in Quantized Neural Networks
   2021/11/10 by Guoxuan Xia, Sangwon Ha, Xia, Guoxuan +5 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Towards Understanding and Quantifying Uncertainty for Text-to-Image Generation
   2024/12/04 by Gianni Franchi, Franchi, Gianni, Dat Nguyen Trong +7 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Generative Uncertainty in Diffusion Models
   2025/02/28 by Jazbec, Metod, Wong-Toi, Eliot, Xia, Guoxuan +3 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Latent Diffusion Model for DNA Sequence Generation
   2023/10/09 by Li, Zehui, Ni, Yuhao, Huygelen, Tim August B. +4 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Towards Understanding Why Label Smoothing Degrades Selective Classification and How to Fix It
   2024/03/19 by Xia, Guoxuan, Laurent, Olivier, Franchi, Gianni +1 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)