Methods › General › Stochastic Optimization › Adabelief
Adabelief
Introduced by Juntang Zhuang et al. in AdaBelief Optimizer: Adapting Stepsizes by the Belief in Observed Gradients
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
The archive carries no description for this method.
Papers archive 2025-07-28
19 shown of 19, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Covariant Gradient Descent 7 Apr 2025 · 0 repositories · arXiv:2504.05279
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AdamL: A fast adaptive gradient method incorporating loss function 23 Dec 2023 · 0 repositories · arXiv:2312.15295
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AdaPlus: Integrating Nesterov Momentum and Precise Stepsize Adjustment on AdamW Basis 5 Sep 2023 · 1 repository · arXiv:2309.01966
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On Suppressing Range of Adaptive Stepsizes of Adam to Improve Generalisation Performance 2 Feb 2023 · 0 repositories · arXiv:2302.01029
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Optimization without Backpropagation 13 Sep 2022 · 1 repository · arXiv:2209.06302Syntology ran 0 of 8 samples · 8 unverified
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Moment Centralization based Gradient Descent Optimizers for Convolutional Neural Networks 19 Jul 2022 · 1 repository · arXiv:2207.09066
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Efficient Adaptive Ensembling for Image Classification 15 Jun 2022 · 0 repositories · arXiv:2206.07394
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A Control Theoretic Framework for Adaptive Gradient Optimizers in Machine Learning 4 Jun 2022 · 0 repositories · arXiv:2206.02034
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A DNN Optimizer that Improves over AdaBelief by Suppression of the Adaptive Stepsize Range 24 Mar 2022 · 1 repository · arXiv:2203.13273
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AdaFamily: A family of Adam-like adaptive gradient methods 3 Mar 2022 · 0 repositories · arXiv:2203.01603
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Improvements to short-term weather prediction with recurrent-convolutional networks 11 Nov 2021 · 1 repository · arXiv:2111.06240
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Effectiveness of Optimization Algorithms in Deep Image Classification 4 Oct 2021 · 1 repository · arXiv:2110.01598
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Using Self-Supervised Auxiliary Tasks to Improve Fine-Grained Facial Representation 13 May 2021 · 0 repositories · arXiv:2105.06421
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FastAdaBelief: Improving Convergence Rate for Belief-based Adaptive Optimizers by Exploiting Strong Convexity 28 Apr 2021 · 0 repositories · arXiv:2104.13790
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Adversarial example generation with AdaBelief Optimizer and Crop Invariance 7 Feb 2021 · 0 repositories · arXiv:2102.03726
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Generalizing Adversarial Examples by AdaBelief Optimizer 25 Jan 2021 · 0 repositories · arXiv:2101.09930
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FCM-RDpA: TSK Fuzzy Regression Model Construction Using Fuzzy C-Means Clustering, Regularization, DropRule, and Powerball AdaBelief 30 Nov 2020 · 2 repositories · arXiv:2012.00060
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EAdam Optimizer: How ε Impact Adam 4 Nov 2020 · 2 repositories · arXiv:2011.02150
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AdaBelief Optimizer: Adapting Stepsizes by the Belief in Observed Gradients 15 Oct 2020 · 8 repositories · arXiv:2010.07468Syntology ran 0 of 1 samples · 1 unverified
Tasks archive 2025-07-28
16 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections