Zobrazeno 1 - 10
of 6 861
pro vyhledávání: '"de Schepper, A."'
Autor:
Saeed, Muhammad Saad, Nawaz, Shah, Zaheer, Muhammad Zaigham, Khan, Muhammad Haris, Nandakumar, Karthik, Yousaf, Muhammad Haroon, Sajjad, Hassan, De Schepper, Tom, Schedl, Markus
Multimodal networks have demonstrated remarkable performance improvements over their unimodal counterparts. Existing multimodal networks are designed in a multi-branch fashion that, due to the reliance on fusion strategies, exhibit deteriorated perfo
Externí odkaz:
http://arxiv.org/abs/2408.07445
Autor:
Liaqat, Muhammad Irzam, Nawaz, Shah, Zaheer, Muhammad Zaigham, Saeed, Muhammad Saad, Sajjad, Hassan, De Schepper, Tom, Nandakumar, Karthik, Schedl, Muhammad Haris Khan Markus
Multimodal learning has demonstrated remarkable performance improvements over unimodal architectures. However, multimodal learning methods often exhibit deteriorated performances if one or more modalities are missing. This may be attributed to the co
Externí odkaz:
http://arxiv.org/abs/2407.16243
Dataset condensation (DC) methods aim to learn a smaller synthesized dataset with informative data records to accelerate the training of machine learning models. Current distribution matching (DM) based DC methods learn a synthesized dataset by match
Externí odkaz:
http://arxiv.org/abs/2406.09860
Continual learning (CL) is the research field that aims to build machine learning models that can accumulate knowledge continuously over different tasks without retraining from scratch. Previous studies have shown that pre-training graph neural netwo
Externí odkaz:
http://arxiv.org/abs/2401.18054
Autor:
Mortier, Steven, Hamedpour, Amir, Bussmann, Bart, Wandji, Ruth Phoebe Tchana, Latré, Steven, Sigurdsson, Bjarni D., De Schepper, Tom, Verdonck, Tim
Changes in climate can greatly affect the phenology of plants, which can have important feedback effects, such as altering the carbon cycle. These phenological feedback effects are often induced by a shift in the start or end dates of the growing sea
Externí odkaz:
http://arxiv.org/abs/2312.12258
Autor:
Vanneste, Astrid, Vanneste, Simon, Vasseur, Olivier, Janssens, Robin, Billast, Mattias, Anwar, Ali, Mets, Kevin, De Schepper, Tom, Mercelis, Siegfried, Hellinckx, Peter
In recent years, interest in autonomous shipping in urban waterways has increased significantly due to the trend of keeping cars and trucks out of city centers. Classical approaches such as Frenet frame based planning and potential field navigation o
Externí odkaz:
http://arxiv.org/abs/2311.09878
Autor:
Vanneste, Astrid, Somers, Thomas, Vanneste, Simon, Mets, Kevin, De Schepper, Tom, Mercelis, Siegfried, Hellinckx, Peter
Many multi-agent systems require inter-agent communication to properly achieve their goal. By learning the communication protocol alongside the action protocol using multi-agent reinforcement learning techniques, the agents gain the flexibility to de
Externí odkaz:
http://arxiv.org/abs/2308.04844
Autor:
Vanneste, Astrid, Vanneste, Simon, Mets, Kevin, De Schepper, Tom, Mercelis, Siegfried, Hellinckx, Peter
Communication is crucial in multi-agent reinforcement learning when agents are not able to observe the full state of the environment. The most common approach to allow learned communication between agents is the use of a differentiable communication
Externí odkaz:
http://arxiv.org/abs/2308.04938
Autor:
Stijn De Schepper, Gopinath Gnanasegaran, Wouter De Vos, Elke Van de Casteele, John C. Dickson, Tim Van den Wyngaert
Publikováno v:
EJNMMI Physics, Vol 11, Iss 1, Pp 1-16 (2024)
Abstract Background Unilateral condylar hyperplasia (UCH) of the mandible is a rare condition characterized by asymmetric growth of the mandibular condyles. Bone scintigraphy with SPECT(/CT) is commonly used to diagnose UCH and guide treatment. Still
Externí odkaz:
https://doaj.org/article/13417190f2e644de91988e27c22d615e
Publikováno v:
Nuclear Engineering and Technology, Vol 56, Iss 8, Pp 3188-3198 (2024)
Efficient and secure decommissioning of nuclear facilities demands advanced technologies. In this context, gamma-ray detection and imaging are crucial in identifying radioactive hotspots and monitoring radiation levels. Our study is dedicated to deve
Externí odkaz:
https://doaj.org/article/abf24725b41542a2a1e2c82f5783e731