Ozan Sener

1. Multi-Task Learning as Multi-Objective Optimization
   2018/10/10 by Ozan Şener, Ozan Sener, Vladlen Koltun +2 · 180 citations
   Computer Science · Engineering · Mathematics · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #cs.LG #stat.ML
2. Generalizing to Unseen Domains via Adversarial Data Augmentation
   2018/05/30 by Riccardo Volpi, Volpi, Riccardo, Hongseok Namkoong +11 · 55 citations
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #cs.CV
3. MSeg: A Composite Dataset for Multi-domain Semantic Segmentation
   2021/12/27 by John Lambert, Zhuang Liu, Lambert, John +8 · 12 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 #cs.CV