Kasneci, Enkelejda

20 publications

ICML 2025 Position: Uncertainty Quantification Needs Reassessment for Large Language Model Agents Michael Kirchhof, Gjergji Kasneci, Enkelejda Kasneci

ECCVW 2024 Evaluating Usability and Engagement of Large Language Models in Virtual Reality for Traditional Scottish Curling Ka Hei Carrie Lau, Efe Bozkir, Hong Gao, Enkelejda Kasneci

AAAI 2024 I-CEE: Tailoring Explanations of Image Classification Models to User Expertise Yao Rong, Peizhu Qian, Vaibhav V. Unhelkar, Enkelejda Kasneci

AAAI 2024 TurboSVM-FL: Boosting Federated Learning Through SVM Aggregation for Lazy Clients Mengdi Wang, Anna Bodonhelyi, Efe Bozkir, Enkelejda Kasneci

NeurIPSW 2023 Caution to the Exemplars: On the Intriguing Effects of Example Choice on Human Trust in XAI Tobias Leemann, Yao Rong, Thai-Trang Nguyen, Enkelejda Kasneci, Gjergji Kasneci

CVPRW 2023 DynStatF: An Efficient Feature Fusion Strategy for LiDAR 3D Object Detection Yao Rong, Xiangyu Wei, Tianwei Lin, Yueyu Wang, Enkelejda Kasneci

ICML 2023 Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguous Inputs Michael Kirchhof, Enkelejda Kasneci, Seong Joon Oh

UAI 2023 When Are Post-Hoc Conceptual Explanations Identifiable? Tobias Leemann, Michael Kirchhof, Yao Rong, Enkelejda Kasneci, Gjergji Kasneci

ICML 2022 A Consistent and Efficient Evaluation Strategy for Attribution Methods Yao Rong, Tobias Leemann, Vadim Borisov, Gjergji Kasneci, Enkelejda Kasneci

ECCV 2022 A Non-Isotropic Probabilistic Take on Proxy-Based Deep Metric Learning Michael Kirchhof, Karsten Roth, Zeynep Akata, Enkelejda Kasneci

ICLRW 2022 Coherence Evaluation of Visual Concepts with Objects and Language Tobias Leemann, Yao Rong, Stefan Kraft, Enkelejda Kasneci, Gjergji Kasneci

ICCVW 2021 1000 Pupil Segmentations in a Second Using Haar like Features and Statistical Learning Wolfgang Fuhl, Johannes Schneider, Enkelejda Kasneci

WACV 2020 Attention Flow: End-to-End Joint Attention Estimation Omer Sumer, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci

AAAI 2020 Training Decision Trees as Replacement for Convolution Layers Wolfgang Fuhl, Gjergji Kasneci, Wolfgang Rosenstiel, Enkelejda Kasneci

ICCVW 2019 The Applicability of Cycle GANs for Pupil and Eyelid Segmentation, Data Generation and Image Refinement Wolfgang Fuhl, David Geisler, Wolfgang Rosenstiel, Enkelejda Kasneci

ECCVW 2018 MAM: Transfer Learning for Fully Automatic Video Annotation and Specialized Detector Creation Wolfgang Fuhl, Nora Castner, Lin Zhuang, Markus Holzer, Wolfgang Rosenstiel, Enkelejda Kasneci

CVPRW 2018 Teachers' Perception in the Classroom Ömer Sümer, Patricia Goldberg, Kathleen Stürmer, Tina Seidel, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci

WACV 2017 Fast and Robust Eyelid Outline and Aperture Detection in Real-World Scenarios Wolfgang Fuhl, Thiago Santini, Enkelejda Kasneci

ECCV 2016 Novel Methods for Analysis and Visualization of Saccade Trajectories Thomas C. Kübler, Wolfgang Fuhl, Raphael Rosenberg, Wolfgang Rosenstiel, Enkelejda Kasneci

ECCVW 2016 Novel Methods for Analysis and Visualization of Saccade Trajectories Thomas C. Kübler, Wolfgang Fuhl, Raphael Rosenberg, Wolfgang Rosenstiel, Enkelejda Kasneci