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08/08/2023
SSTFormer: Bridging Spiking Neural Network and Memory Support Transformer for Frame-Event based Recognition
Event camera-based pattern recognition is a newly arising research topic...
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06/09/2023
Efficient GNN Explanation via Learning Removal-based Attribution
As Graph Neural Networks (GNNs) have been widely used in real-world appl...
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05/24/2023
DynStatF: An Efficient Feature Fusion Strategy for LiDAR 3D Object Detection
Augmenting LiDAR input with multiple previous frames provides richer sem...
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10/20/2022
Towards Human-centered Explainable AI: User Studies for Model Explanations
Explainable AI (XAI) is widely viewed as a sine qua non for ever-expandi...
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06/28/2022
Disentangling Embedding Spaces with Minimal Distributional Assumptions
Interest in understanding and factorizing learned embedding spaces is gr...
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04/26/2022
User Trust on an Explainable AI-based Medical Diagnosis Support System
Recent research has supported that system explainability improves user t...
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04/26/2022
Where and What: Driver Attention-based Object Detection
Human drivers use their attentional mechanisms to focus on critical obje...
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11/02/2021
Human Attention in Fine-grained Classification
The way humans attend to, process and classify a given image has the pot...
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01/06/2021
Artificial Intelligence Methods in In-Cabin Use Cases: A Survey
As interest in autonomous driving increases, efforts are being made to m...
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10/02/2020
Explainable Online Validation of Machine Learning Models for Practical Applications
We present a reformulation of the regression and classification, which a...
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06/20/2020
Driver Intention Anticipation Based on In-Cabin and Driving Scene Monitoring
Numerous car accidents are caused by improper driving maneuvers. Serious...
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03/02/2020
DriverMHG: A Multi-Modal Dataset for Dynamic Recognition of Driver Micro Hand Gestures and a Real-Time Recognition Framework
The use of hand gestures provides a natural alternative to cumbersome in...
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05/10/2019
