Selective Transfer With Reinforced Transfer Network for Partial Domain Adaptation [PDF]
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020 One crucial aspect of partial domain adaptation (PDA) is how to select the relevant source samples in the shared classes for knowledge transfer. Previous PDA methods tackle this problem by re-weighting the source samples based on their high-level information (deep features).
Chen, Zhihong +5 more
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Author Correction: Universal selective transfer printing via micro-vacuum force [PDF]
Nature Communications, 2023 Sang Hyun Park +13 more
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Partial Transfer Learning with Selective Adversarial Networks [PDF]
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2017 Adversarial learning has been successfully embedded into deep networks to learn transferable features, which reduce distribution discrepancy between the source and target domains.
Cao, Zhangjie +3 more
core +2 more sources
Stereoregular radical polymers enable selective spin transfer [PDF]
Science AdvancesSpintronic devices are emerging as an approach to realize performance and energy efficiency beyond what is possible with traditional electronic devices. State-of-the-art metals and doped conjugated polymers used for spin manipulation suffer from fundamental performance and stability issues. We leveraged stereoselective cationic polymerization to design
Hyunki Yeo +8 more
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Seizure Classification From EEG Signals Using an Online Selective Transfer TSK Fuzzy Classifier With Joint Distribution Adaption and Manifold Regularization. [PDF]
Front Neurosci, 2020 To recognize abnormal electroencephalogram (EEG) signals for epileptics, in this study, we proposed an online selective transfer TSK fuzzy classifier underlying joint distribution adaption and manifold regularization.
Zhang Y, Zhou Z, Bai H, Liu W, Wang L.
europepmc +2 more sources
Selective Transfer Machine for Personalized Facial Expression Analysis. [PDF]
IEEE Trans Pattern Anal Mach Intell, 2017 Wen-Sheng Chu, De la Torre F, Cohn JF.
europepmc +2 more sources
Selective Transfer Hydrogenation of Furfural into Furfuryl Alcohol on Zr-Containing Catalysts Using Lower Alcohols as Hydrogen Donors. [PDF]
ACS Omega, 2018 A series of zirconium-based catalysts were prepared for the selective transfer hydrogenation of biomass-derived furfural (FFR) into furfuryl alcohol with lower alcohols as hydrogen sources.
Zhang J, Dong K, Luo W, Guan H.
europepmc +2 more sources
Model Selection for Cross-lingual Transfer [PDF]
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021 Transformers that are pre-trained on multilingual corpora, such as, mBERT and XLM-RoBERTa, have achieved impressive cross-lingual transfer capabilities. In the zero-shot transfer setting, only English training data is used, and the fine-tuned model is evaluated on another target language.
Chen, Yang, Ritter, Alan
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Metals, 2022 The selective transfer phenomenon (STP) is based on physico-chemical processes occurring in the contact area of a friction pair, with an element from a copper alloy and allows the metallic transfer of particles of micro/nanometric size, forming a thin ...
Filip Ilie, George Ipate
doaj +1 more source
STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing [PDF]
Computer Vision and Pattern Recognition, 2019 Arbitrary attribute editing generally can be tackled by incorporating encoder-decoder and generative adversarial networks. However, the bottleneck layer in encoder-decoder usually gives rise to blurry and low quality editing result.
Ming Liu +6 more
semanticscholar +1 more source