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Mingyan Zhu

2 accepted papers

2024

Controller-Guided Partial Label Consistency Regularization with Unlabeled Data

AAAI 2024technical

Partial label learning (PLL) learns from training examples each associated with multiple candidate labels, among which only one is valid. In recent years, benefiting from the strong capability of dealing with ambiguous supervision and the impetus of modern data augmentation methods, consistency regu…

Cited by 3SourcePDFScholar
2023

FSR: A General Frequency-Oriented Framework to Accelerate Image Super-resolution Networks

AAAI 2023technical

Deep neural networks (DNNs) have witnessed remarkable achievement in image super-resolution (SR), and plenty of DNN-based SR models with elaborated network designs have recently been proposed. However, existing methods usually require substantial computations by operating in spatial domain. To addre…