Winkler, Stefan

7 publications

AAAI 2025 MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-Generated Synthetic Dialogues Kuluhan Binici, Abhinav Ramesh Kashyap, Viktor Schlegel, Andy T. Liu, Vijay Prakash Dwivedi, Thanh-Tung Nguyen, Xiaoxue Gao, Nancy F. Chen, Stefan Winkler

AAAI 2024 MaxEnt Loss: Constrained Maximum Entropy for Calibration Under Out-of-Distribution Shift Dexter Neo, Stefan Winkler, Tsuhan Chen

NeurIPSW 2024 Representation Learning of Structured Data for Medical Foundation Models Vijay Prakash Dwivedi, Viktor Schlegel, Andy T. Liu, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Jeng Wei, Wei-Hsian Yin, Stefan Winkler, Robby T. Tan

CVPRW 2023 Large-Scale Facial Expression Recognition Using Dual-Domain Affect Fusion for Noisy Labels Dexter Neo, Tsuhan Chen, Stefan Winkler

ICLR 2019 The Unusual Effectiveness of Averaging in GAN Training Yasin, Chuan-Sheng Foo, Stefan Winkler, Kim-Hui Yap, Georgios Piliouras, Vijay Chandrasekhar

CVPR 2017 Episodic CAMN: Contextual Attention-Based Memory Networks with Iterative Feedback for Scene Labeling Abrar H. Abdulnabi, Bing Shuai, Stefan Winkler, Gang Wang

IJCAI 2015 Inferring Painting Style with Multi-Task Dictionary Learning Gaowen Liu, Yan Yan, Elisa Ricci, Yi Yang, Yahong Han, Stefan Winkler, Nicu Sebe