3 papers
cs.CV2023
Progressive Feature Adjustment for Semi-supervised Learning from Pretrained Models
Hai-Ming Xu, Lingqiao Liu, Hao Chen +2
As an effective way to alleviate the burden of data annotation, semi-supervised learning (SSL) provides an attractive solution due to its ability to leverage both labeled and unlab…
cs.CV2023
Towards Domain Generalization for Multi-view 3D Object Detection in Bird-Eye-View
Shuo Wang, Xinhai Zhao, Hai-Ming Xu +5
Multi-view 3D object detection (MV3D-Det) in Bird-Eye-View (BEV) has drawn extensive attention due to its low cost and high efficiency. Although new algorithms for camera-only 3D o…
cs.CV2022
Dual Decision Improves Open-Set Panoptic Segmentation
Hai-Ming Xu, Hao Chen, Lingqiao Liu +1
Open-set panoptic segmentation (OPS) problem is a new research direction aiming to perform segmentation for both \known classes and \unknown classes, i.e., the objects ("things") t…