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pro vyhledávání: '"Morales Brotons, Daniel"'
The Last Mile to Supervised Performance: Semi-Supervised Domain Adaptation for Semantic Segmentation
Supervised deep learning requires massive labeled datasets, but obtaining annotations is not always easy or possible, especially for dense tasks like semantic segmentation. To overcome this issue, numerous works explore Unsupervised Domain Adaptation
Externí odkaz:
http://arxiv.org/abs/2411.18728
Publikováno v:
Transactions on Machine Learning Research 2024
Weight averaging of Stochastic Gradient Descent (SGD) iterates is a popular method for training deep learning models. While it is often used as part of complex training pipelines to improve generalization or serve as a `teacher' model, weight averagi
Externí odkaz:
http://arxiv.org/abs/2411.18704
Autor:
Morales Brotons, Daniel
Learning from unlabeled data is a topic of critical significance in machine learning, as the large datasets required to train ever-growing models are costly and impractical to annotate. Semi-Supervised Learning (SSL) methods aim to learn from a few l
Externí odkaz:
http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-334680
Autor:
Morales Brotons, Daniel
Publikováno v:
UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)
Universitat Politècnica de Catalunya (UPC)
Terahertz (THz) band communications are emerging as a key technology for the next generation of wireless communications, with the potential to realize ultra-broadband Terabit-per-second (Tbps) links. However, the unique characteristics of this band p
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=RECOLECTA___::b657443775999b6132c921672b6b5876
http://hdl.handle.net/2117/329182
http://hdl.handle.net/2117/329182
Autor:
Morales Brotons, Daniel
Publikováno v:
UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)
Universitat Politècnica de Catalunya (UPC)
Terahertz (THz) band communications are emerging as a key technology for the next generation of wireless communications, with the potential to realize ultra-broadband Terabit-per-second (Tbps) links. However, the unique characteristics of this band p
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::b85b6b2308397e5181061c00e5ce656a
http://hdl.handle.net/2117/329182
http://hdl.handle.net/2117/329182