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Deep Meta-Learning: Learning to Learn in the Concept Space.

, , и . CoRR, (2018)

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Fengwei Wang

Zhou Zhou

Zhou Zhou

Fengwei Guo

Fengwei Li

 

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Heavy-Tailed Regularization of Weight Matrices in Deep Neural Networks., , , и . ICANN (10), том 14263 из Lecture Notes in Computer Science, стр. 236-247. Springer, (2023)AutoHash: Learning Higher-Order Feature Interactions for Deep CTR Prediction., , , , , , , , и . IEEE Trans. Knowl. Data Eng., 34 (6): 2653-2666 (2022)DAMix: Exploiting Deep Autoregressive Model Zoo for Improving Lossless Compression Generalization., , , , , , , и . AAAI, стр. 4250-4258. AAAI Press, (2023)ZooD: Exploiting Model Zoo for Out-of-Distribution Generalization., , , , , , , и . NeurIPS, (2022)Open-Vocabulary Object Detection with Meta Prompt Representation and Instance Contrastive Optimization., , , , и . CoRR, (2024)Fair-CDA: Continuous and Directional Augmentation for Group Fairness., , , , , , , , и . AAAI, стр. 9918-9926. AAAI Press, (2023)OoD-Bench: Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization., , , , , , , и . CVPR, стр. 7937-7948. IEEE, (2022)Deep Meta-Learning: Learning to Learn in the Concept Space., , и . CoRR, (2018)DHA: End-to-End Joint Optimization of Data Augmentation Policy, Hyper-parameter and Architecture., , , , , , и . Trans. Mach. Learn. Res., (2022)MetaAugment: Sample-Aware Data Augmentation Policy Learning., , , , , , и . AAAI, стр. 11097-11105. AAAI Press, (2021)