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cs.CV2026★ 1 cited
TwinMixing: A Shuffle-Aware Feature Interaction Model for Multi-Task Segmentation
Minh-Khoi Do, Huy Che, Dinh-Duy Phan +2
Accurate and efficient perception is essential for autonomous driving, where segmentation tasks such as drivable-area and lane segmentation provide critical cues for motion plannin…
cs.CV2026
R&D: Balancing Reliability and Diversity in Synthetic Data Augmentation for Semantic Segmentation
Huy Che, Dinh-Duy Phan, Duc-Khai Lam
Collecting and annotating datasets for pixel-level semantic segmentation tasks are highly labor-intensive. Data augmentation provides a viable solution by enhancing model generaliz…