134 citations · 725 across the 66 of their papers we have counts for
5 papers · 2 filters
Segment Beyond View: Handling Partially Missing Modality for Audio-Visual Semantic Segmentation
Renjie Wu, Hu Wang, Feras Dayoub +1
Augmented Reality (AR) devices, emerging as prominent mobile interaction platforms, face challenges in user safety, particularly concerning oncoming vehicles. While some solutions…
Improving Online Source-free Domain Adaptation for Object Detection by Unsupervised Data Acquisition
Xiangyu Shi, Yanyuan Qiao, Qi Wu +2
Effective object detection in autonomous vehicles is challenged by deployment in diverse and unfamiliar environments. Online Source-Free Domain Adaptation (O-SFDA) offers model ada…
Federated Neural Radiance Fields
Lachlan Holden, Feras Dayoub, David Harvey +1
The ability of neural radiance fields or NeRFs to conduct accurate 3D modelling has motivated application of the technique to scene representation. Previous approaches have mainly…
Addressing the Challenges of Open-World Object Detection
David Pershouse, Feras Dayoub, Dimity Miller +1
We address the challenging problem of open world object detection (OWOD), where object detectors must identify objects from known classes while also identifying and continually lea…
Predicting Class Distribution Shift for Reliable Domain Adaptive Object Detection
Nicolas Harvey Chapman, Feras Dayoub, Will Browne +1
Unsupervised Domain Adaptive Object Detection (UDA-OD) uses unlabelled data to improve the reliability of robotic vision systems in open-world environments. Previous approaches to…