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MTL-NAS: Task-Agnostic Neural Architecture Search Towards General-Purpose Multi-Task Learning
Gao, Yuan, Bai, Haoping, Jie, Zequn, Ma, Jiayi, Jia, Kui, Liu, Wei
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2020)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2020)
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Conference Proceeding
Evaluating the performance of metaheuristic-tuned weight agnostic neural networks for crop yield prediction
Jovanovic, Luka, Zivkovic, Miodrag, Bacanin, Nebojsa, Dobrojevic, Milos, Simic, Vladimir, Sadasivuni, Kishor Kumar, Tirkolaee, Erfan Babaee
Published in Neural computing & applications (01.08.2024)
Published in Neural computing & applications (01.08.2024)
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Journal Article
Need for Objective Task-Based Evaluation of Image Segmentation Algorithms for Quantitative PET: A Study with ACRIN 6668/RTOG 0235 Multicenter Clinical Trial Data
Liu, Ziping, Mhlanga, Joyce C., Xia, Huitian, Siegel, Barry A., Jha, Abhinav K.
Published in Journal of Nuclear Medicine (01.03.2024)
Published in Journal of Nuclear Medicine (01.03.2024)
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Journal Article
MbExplainer: Multilevel bandit-based explanations for downstream models with augmented graph embeddings
Golgoon, Ashkan, Franks, Ryan, Filom, Khashayar, Ravi Kannan, Arjun
Published in Machine learning (01.09.2025)
Published in Machine learning (01.09.2025)
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Journal Article
Robust Architecture-Agnostic and Noise Resilient Training of Photonic Deep Learning Models
Kirtas, Manos, Passalis, Nikolaos, Mourgias-Alexandris, George, Dabos, George, Pleros, Nikos, Tefas, Anastasios
Published in IEEE transactions on emerging topics in computational intelligence (01.02.2023)
Published in IEEE transactions on emerging topics in computational intelligence (01.02.2023)
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Journal Article
Bayesian Meta-Learning: Toward Fast Adaptation in Neural Network Positioning Techniques
Pu, Qiaolin, Chen, Youkun, Zhou, Mu, Ng, Joseph Kee-Yin, Cai, Rui
Published in IEEE internet of things journal (15.04.2024)
Published in IEEE internet of things journal (15.04.2024)
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Journal Article
Reinforcement learning-based architecture search for quantum machine learning
Rapp, Frederic, Kreplin, David A, Huber, Marco F, Roth, Marco
Published in Machine learning: science and technology (31.03.2025)
Published in Machine learning: science and technology (31.03.2025)
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Journal Article
Advancing artificial intelligence applicability in endoscopy through source-agnostic camera signal extraction from endoscopic images
Kafetzis, Ioannis, Sodmann, Philipp, Hüneburg, Robert, Nattermann, Jacob, Martens, Nora, Englmann, Daniel R., Zoller, Wolfram G., Meining, Alexander, Hann, Alexander
Published in PloS one (11.06.2025)
Published in PloS one (11.06.2025)
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Journal Article