| 2025 | AAAI | 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 |
| 2024 | AAAI | MaxEnt Loss: Constrained Maximum Entropy for Calibration under Out-of-Distribution Shift. | Dexter Neo, Stefan Winkler, Tsuhan Chen |
| 2024 | ACL | M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering. | Anand Subramanian, Viktor Schlegel, Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Vijay Prakash Dwivedi, Stefan Winkler |
| 2024 | EACL | A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the CHATGPT Era and Beyond. | Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Viktor Schlegel, Stefan Winkler, See-Kiong Ng, Soujanya Poria |
| 2024 | EMNLP | Seemingly Plausible Distractors in Multi-Hop Reasoning: Are Large Language Models Attentive Readers? | Neeladri Bhuiya, Viktor Schlegel, Stefan Winkler |
| 2023 | ACL | A Two-Stage Decoder for Efficient ICD Coding. | Thanh-Tung Nguyen, Viktor Schlegel, Abhinav Ramesh Kashyap, Stefan Winkler |
| 2023 | CVPR | Large-Scale Facial Expression Recognition Using Dual-Domain Affect Fusion for Noisy Labels. | Dexter Neo, Tsuhan Chen, Stefan Winkler |
| 2023 | IGARSS | Transfer Learning for Cloud Image Classification. | Mayank Jain, Navya Jain, Yee Hui Lee, Stefan Winkler, Soumyabrata Dev |
| 2022 | CIKM | Trusted Media Challenge Dataset and User Study. | Weiling Chen, Sheng Lun Benjamin Chua, Stefan Winkler, See-Kiong Ng |
| 2022 | ICIP | Image Data Augmentation with Unpaired Image-to-Image Camera Model Translation. | Chi Fa Foo, Stefan Winkler |
| 2022 | ICIP | Mixed Membership Generative Adversarial Networks. | Yasin Yazici, Bruno Lecouat, Kim-Hui Yap, Stefan Winkler, Georgios Piliouras, Vijay Chandrasekhar, Chuan-Sheng Foo |
| 2021 | ICIP | Morphset: Augmenting Categorical Emotion Datasets With Dimensional Affect Labels Using Face Morphing. | Vassilios Vonikakis, Yuan Rong Dexter Neo, Stefan Winkler |
| 2020 | ICIP | Identity-Invariant Facial Landmark Frontalization For Facial Expression Analysis. | Vassilios Vonikakis, Stefan Winkler |
| 2020 | ICIP | Empirical Analysis Of Overfitting And Mode Drop In Gan Training. | Yasin Yazici, Chuan-Sheng Foo, Stefan Winkler, Kim-Hui Yap, Vijay Chandrasekhar |
| 2020 | Tencon | HelipadCat: Categorised Helipad Image Dataset and Detection Method. | Jonas Bitoun, Stefan Winkler |
| 2019 | ICLR | The Unusual Effectiveness of Averaging in GAN Training. | Yasin Yazici, Chuan-Sheng Foo, Stefan Winkler, Kim-Hui Yap, Georgios Piliouras, Vijay Chandrasekhar |
| 2018 | ICLR | Autoregressive Generative Adversarial Networks. | Yasin Yazici, Kim-Hui Yap, Stefan Winkler |
| 2018 | ICMI | EEG-based Evaluation of Cognitive Workload Induced by Acoustic Parameters for Data Sonification. | Maneesh Bilalpur, Mohan S. Kankanhalli, Stefan Winkler, Ramanathan Subramanian |
| 2018 | ICMI | Investigating the generalizability of EEG-based cognitive load estimation across visualizations. | Viral Parekh, Maneesh Bilalpur, C. V. Jawahar, Sharavan Kumar, Stefan Winkler, Ramanathan Subramanian |
| 2018 | IGARSS | Systematic Study of Weather Variables for Rainfall Detection. | Shilpa Manandhar, Soumyabrata Dev, Yee Hui Lee, Stefan Winkler, Yu Song Meng |
| 2018 | IGARSS | A Data-Driven Approach to Detect Precipitation from Meteorological Sensor Data. | Shilpa Manandhar, Soumyabrata Dev, Yee Hui Lee, Yu Song Meng, Stefan Winkler |
| 2017 | CVPR | Episodic CAMN: Contextual Attention-Based Memory Networks with Iterative Feedback for Scene Labeling. | Abrar H. Abdulnabi, Bing Shuai, Stefan Winkler, Gang Wang |
| 2017 | ICIP | BAFT: Binary affine feature transform. | Jonas Toft Arnfred, Viet Dung Nguyen, Stefan Winkler |
| 2017 | ICIP | Nighttime sky/cloud image segmentation. | Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee, Stefan Winkler |
| 2017 | ICIP | Stereoscopic cloud base reconstruction using high-resolution whole sky imagers. | Florian M. Savoy, Soumyabrata Dev, Yee Hui Lee, Stefan Winkler |
| 2016 | ACCV | Sparse Code Filtering for Action Pattern Mining. | Wei Wang, Yan Yan, Liqiang Nie, Luming Zhang, Stefan Winkler, Nicu Sebe |
| 2016 | ICIP | Shaping datasets: Optimal data selection for specific target distributions across dimensions. | Vassilios Vonikakis, Ramanathan Subramanian, Stefan Winkler |
| 2016 | ICIP | COVERAGE - A novel database for copy-move forgery detection. | Bihan Wen, Ye Zhu, Ramanathan Subramanian, Tian-Tsong Ng, Xuanjing Shen, Stefan Winkler |
| 2016 | ICMI | Group happiness assessment using geometric features and dataset balancing. | Vassilios Vonikakis, Yasin Yazici, Viet Dung Nguyen, Stefan Winkler |
| 2016 | IGARSS | Geo-referencing and stereo calibration of ground-based Whole Sky Imagers using the sun trajectory. | Florian M. Savoy, Soumyabrata Dev, Yee Hui Lee, Stefan Winkler |
| 2016 | IGARSS | Estimation of solar irradiance using ground-based whole sky imagers. | Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee, Stefan Winkler |
| 2015 | ICIP | Fast-match: Fast and robust feature matching on large images. | Jonas Toft Arnfred, Stefan Winkler |
| 2015 | ICIP | Categorization of cloud image patches using an improved texton-based approach. | Soumyabrata Dev, Yee Hui Lee, Stefan Winkler |
| 2015 | ICIP | Multi-level semantic labeling of Sky/cloud images. | Soumyabrata Dev, Yee Hui Lee, Stefan Winkler |
| 2015 | ICIP | On the utility of canonical correlation analysis for domain adaptation in multi-view headpose estimation. | Anoop Kolar Rajagopal, Ramanathan Subramanian, Vassilios Vonikakis, K. R. Ramakrishnan, Stefan Winkler |
| 2015 | ICMI | Deep Learning for Emotion Recognition on Small Datasets using Transfer Learning. | Hongwei Ng, Viet Dung Nguyen, Vassilios Vonikakis, Stefan Winkler |
| 2015 | ICMI | Implicit User-centric Personality Recognition Based on Physiological Responses to Emotional Videos. | Julia Wache, Ramanathan Subramanian, Mojtaba Khomami Abadi, Radu-Laurentiu Vieriu, Nicu Sebe, Stefan Winkler |
| 2015 | IGARSS | Cloud base height estimation using high-resolution whole sky imagers. | Florian M. Savoy, Joseph Chadi Lemaitre, Soumyabrata Dev, Yee Hui Lee, Stefan Winkler |
| 2015 | IJCAI | Inferring Painting Style with Multi-Task Dictionary Learning. | Gaowen Liu, Yan Yan, Elisa Ricci, Yi Yang, Yahong Han, Stefan Winkler, Nicu Sebe |
| 2015 | IGARSS | Design of low-cost, compact and weather-proof whole sky imagers for high-dynamic-range captures. | Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee, Stefan Winkler |
| 2014 | ICIP | Systematic study of color spaces and components for the segmentation of sky/cloud images. | Soumyabrata Dev, Yee Hui Lee, Stefan Winkler |
| 2014 | ICIP | A data-driven approach to cleaning large face datasets. | Hongwei Ng, Stefan Winkler |
| 2014 | QoMEX | Does inter-subject variability depend on test material? | Stefan Winkler |
| 2013 | ICIP | Impact of image appeal on visual attention during photo triaging. | Syed Omer Gilani, Subramanian Ramanathan, Huang Hua, Stefan Winkler, Shih-Cheng Yen |
| 2013 | QoMEX | California-ND: An annotated dataset for near-duplicate detection in personal photo collections. | Amornched Jinda-Apiraksa, Vassilios Vonikakis, Stefan Winkler |
| 2013 | QoMEX | Welcome message from the QoMEX 2013 chairs. | Christian Timmerer, Patrick Le Callet, Martn Varela, Stefan Winkler, Tiago H. Falk, Raimund Schatz |
| 2013 | QoMEX | Overview of Eye tracking Datasets. | Stefan Winkler, Subramanian Ramanathan |
| 2013 | QoMEX | Image complexity and spatial information. | Honghai Yu, Stefan Winkler |
| 2011 | VTC | Effects of Rain Attenuation on Satellite Video Transmission. | Yee Hui Lee, Stefan Winkler |
| 2009 | ICSE | Trace retrieval for evolving artifacts. | Stefan Winkler |
| 2007 | HCI | A Tangible Game Interface Using Projector-Camera Systems. | Peng Song, Stefan Winkler, Jefry Tedjokusumo |
| 2007 | HCI | Intuitive Map Navigation on Mobile Devices. | Stefan Winkler, Karthik Rangaswamy, Steven Zhiying Zhou |
| 2007 | HCI | User Studies of a Multiplayer First Person Shooting Game with Tangible and Physical Interaction. | Steven Zhiying Zhou, Jefry Tedjokusumo, Stefan Winkler, Bingbing Ni |
| 2007 | ICCV | Vision-Based Projected Tabletop Interface for Finger Interactions. | Peng Song, Stefan Winkler, Syed Omer Gilani, Steven Zhiying Zhou |
| 2007 | REFSQ | Information Flow Between Requirement Artifacts. Results of an Empirical Study. | Stefan Winkler |
| 2004 | ICIP | Segmentation-driven perceptual quality metrics. | Andrea Cavallaro, Stefan Winkler |
| 2003 | VCIP | Video quality evaluation for mobile streaming applications. | Stefan Winkler, Frdric Dufaux |
| 2002 | ICIP | A no-reference perceptual blur metric. | Pina Marziliano, Frdric Dufaux, Stefan Winkler, Touradj Ebrahimi |
| 2000 | VCIP | Video Quality Experts Group: current results and future directions. | Ann M. Rohaly, Philip J. Corriveau, John M. Libert, Arthur A. Webster, Vittorio Baroncini, John G. Beerends, Jean-Louis Blin, Laura Contin, Takahiro Hamada, David Harrison, Andries P. Hekstra, Jeffrey Lubin, Yukihiro Nishida, Ricardo Nishihara, John C. Pearson, Antonio F. Pessoa, Neil Pickford, Alexander Schertz, Massimo Visca, Andrew B. Watson, Stefan Winkler |
| 1999 | ICIP | Computing Isotropic Local Contrast from Oriented Pyramid Decompositions. | Stefan Winkler, Pierre Vandergheynst |
| 1999 | MMSP | Visual quality assessment using a contrast gain control model. | Stefan Winkler |
| 1998 | ICIP | A Perceptual Distortion Metric for Digital Color Images. | Stefan Winkler |
| 1997 | ICANN | A Feature Map Approach to Pose Estimation Based on Quaternions. | Stefan Winkler, Patrick Wunsch, Gerd Hirzinger |
| 1997 | ICRA | Real-time pose estimation of 3D objects from camera images using neural networks. | Patrick Wunsch, Stefan Winkler, Gerd Hirzinger |