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Yao Rong
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Fully convolutional neural networks for raw eye tracking data segmentation, generation, and reconstruction
W Fuhl, Y Rong, E Kasneci
2020 25th International Conference on Pattern Recognition (ICPR), 142-149, 2021
672021
A Consistent and Efficient Evaluation Strategy for Attribution Methods
Y Rong, T Leemann, V Borisov, G Kasneci, E Kasneci
Proceedings of the 39th International Conference on Machine Learning, 2022
65*2022
Explainable online validation of machine learning models for practical applications
W Fuhl, Y Rong, T Motz, M Scheidt, A Hartel, A Koch, E Kasneci
2020 25th International Conference on Pattern Recognition (ICPR), 3304-3311, 2021
472021
Towards Human-Centered Explainable AI: A Survey of User Studies for Model Explanations
Y Rong, T Leemann, TT Nguyen, L Fiedler, P Qian, V Unhelkar, T Seidel, ...
IEEE Transactions on Pattern Analysis & Machine Intelligence, 1-20, 2023
35*2023
Driver intention anticipation based on in-cabin and driving scene monitoring
Y Rong, Z Akata, E Kasneci
2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020
302020
Human Attention in Fine-grained Classification
Y Rong, W Xu, Z Akata, E Kasneci
British Machine Vision Conference (BMVC), 2021
262021
Drivermhg: A multi-modal dataset for dynamic recognition of driver micro hand gestures and a real-time recognition framework
O Köpüklü, T Ledwon, Y Rong, N Kose, G Rigoll
2020 15th IEEE International Conference on Automatic Face and Gesture …, 2020
232020
Artificial Intelligence Methods in In-Cabin Use Cases: A Survey
Y Rong, C Han, C Hellert, A Loyal, E Kasneci
IEEE Intelligent Transportation Systems Magazine, 2021
162021
When are Post-hoc Conceptual Explanations Identifiable?
T Leemann, M Kirchhof, Y Rong, E Kasneci, G Kasneci
Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial …, 2022
7*2022
Where and what: Driver attention-based object detection
Y Rong, NR Kassautzki, W Fuhl, E Kasneci
Proceedings of the ACM on Human-Computer Interaction 6 (ETRA), 1-22, 2022
72022
Talking with your hands: Scaling hand gestures and recognition with cnns
O Kopuklu, Y Rong, G Rigoll
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
62019
Efficient gnn explanation via learning removal-based attribution
Y Rong, G Wang, Q Feng, N Liu, Z Liu, E Kasneci, X Hu
arXiv preprint arXiv:2306.05760, 2023
42023
User Trust on an Explainable AI-based Medical Diagnosis Support System
Y Rong, N Castner, E Bozkir, E Kasneci
CHI-TRAIT: Workshop on Trust and Reliance in AI-Human Teams, 2022
42022
Caution to the exemplars: On the intriguing effects of example choice on human trust in xai
T Leemann, Y Rong, TT Nguyen, E Kasneci, G Kasneci
XAI in Action: Past, Present, and Future Applications, 2023
32023
Coherence evaluation of visual concepts with objects and language
T Leemann, Y Rong, S Kraft, E Kasneci, G Kasneci
ICLR2022 Workshop on the Elements of Reasoning: Objects, Structure and Causality, 2022
32022
Gaze-Guided Graph Neural Network for Action Anticipation Conditioned on Intention
S Ozdel, Y Rong, BM Albaba, YL Kuo, X Wang
arXiv preprint arXiv:2404.07347, 2024
12024
A Transformer-Based Model for the Prediction of Human Gaze Behavior on Videos
S Ozdel, Y Rong, BM Albaba, YL Kuo, X Wang
arXiv preprint arXiv:2404.07351, 2024
2024
Stepwise Self-Consistent Mathematical Reasoning with Large Language Models
Z Zhao, Y Rong, D Guo, E Gözlüklü, E Gülboy, E Kasneci
arXiv preprint arXiv:2402.17786, 2024
2024
I-CEE: Tailoring Explanations of Image Classification Models to User Expertise
Y Rong, P Qian, V Unhelkar, E Kasneci
AAAI Conference on Artificial Intelligence, 2023
2023
DynStatF: An Efficient Feature Fusion Strategy for LiDAR 3D Object Detection
Y Rong, X Wei, T Lin, Y Wang, E Kasneci
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
2023
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