activity
20162023
most citedFinite Basis Physics-Informed Neural Networks (FBPINNs): a scalable domain decomposition approach for solving differential equations

363 citations · 2.5k across the 72 of their papers we have counts for

collaborators

74 papers

cs.SD2023★ 2 cited

SSL-Net: A Synergistic Spectral and Learning-based Network for Efficient Bird Sound Classification

Yiyuan Yang, Kaichen Zhou, Niki Trigoni +1

Efficient and accurate bird sound classification is of important for ecology, habitat protection and scientific research, as it plays a central role in monitoring the distribution…

cs.CV2023★ 4 cited

Deep Learning for Visual Localization and Mapping: A Survey

Changhao Chen, Bing Wang, Chris Xiaoxuan Lu +2

Deep learning based localization and mapping approaches have recently emerged as a new research direction and receive significant attentions from both industry and academia. Instea…

cs.AI2023

Fast model inference and training on-board of Satellites

Vít Růžička, Gonzalo Mateo-García, Chris Bridges +4

Artificial intelligence onboard satellites has the potential to reduce data transmission requirements, enable real-time decision-making and collaboration within constellations. Thi…

cs.CV2023

Multi-body SE(3) Equivariance for Unsupervised Rigid Segmentation and Motion Estimation

Jia-Xing Zhong, Ta-Ying Cheng, Yuhang He +4

A truly generalizable approach to rigid segmentation and motion estimation is fundamental to 3D understanding of articulated objects and moving scenes. In view of the closely inter…

cs.RO2023

Decoupling Skill Learning from Robotic Control for Generalizable Object Manipulation

Kai Lu, Bo Yang, Bing Wang +1

Recent works in robotic manipulation through reinforcement learning (RL) or imitation learning (IL) have shown potential for tackling a range of tasks e.g., opening a drawer or a c…

cs.CV2023★ 45 cited

Fusion of Radio and Camera Sensor Data for Accurate Indoor Positioning

Savvas Papaioannou, Hongkai Wen, Andrew Markham +1

Indoor positioning systems have received a lot of attention recently due to their importance for many location-based services, e.g. indoor navigation and smart buildings. Lightweig…