Computer Science - Computer Vision and Pattern Recognition

Spectral Temporal Graph Neural Network for Trajectory Prediction
An effective understanding of the contextual environment and accurate motion forecasting of surrounding agents is crucial for the …
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An Examination of Fairness of AI Models for Deepfake Detection
Recent studies have demonstrated that deep learning models can discriminate based on protected classes like race and gender. In this …
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Multi-agent Trajectory Prediction with Fuzzy Query Attention
Trajectory prediction for scenes with multiple agents and entities is a challenging problem in numerous domains such as traffic …
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NoiseRank: Unsupervised Label Noise Reduction with Dependence Models
Label noise is increasingly prevalent in datasets acquired from noisy channels. Existing approaches that detect and remove label noise …
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D$textasciicircum2$-City: A Large-Scale Dashcam Video Dataset of Diverse Traffic Scenarios
Driving datasets accelerate the development of intelligent driving and related computer vision technologies, while substantial and …
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