Methods › General › Stochastic Optimization › FA
Feedback Alignment
FA
Introduced by Timothy P. Lillicrap et al. in Random feedback weights support learning in deep neural networks
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
30 shown of 124, 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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FA: Forced Prompt Learning of Vision-Language Models for Out-of-Distribution Detection 6 Jul 2025 · 1 repository · arXiv:2507.04511Syntology ran 3 of 9 samples · 6 unverified · 9 pointer-only (licence)
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Revolutionizing Brain Tumor Imaging: Generating Synthetic 3D FA Maps from T1-Weighted MRI using CycleGAN Models 6 May 2025 · 0 repositories · arXiv:2505.03662
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Fusing Foveal Fixations Using Linear Retinal Transformations and Bayesian Experimental Design 2 May 2025 · 0 repositories · arXiv:2505.01249
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Novel Selection Schemes for Multi-RIS-Assisted Fluid Antenna Systems 28 Apr 2025 · 0 repositories · arXiv:2504.19511
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Factor Analysis with Correlated Topic Model for Multi-Modal Data 26 Apr 2025 · 0 repositories · arXiv:2504.18914
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Robust Resource Allocation for Over-the-Air Computation Networks with Fluid Antenna Array 22 Apr 2025 · 0 repositories · arXiv:2504.16221
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Integrated Sensing, Computing, and Semantic Communication with Fluid Antenna for Metaverse 10 Apr 2025 · 0 repositories · arXiv:2504.07656
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Parameter Tuning of the Firefly Algorithm by Three Tuning Methods: Standard Monte Carlo, Quasi-Monte Carlo and Latin Hypercube Sampling Methods 10 Apr 2025 · 0 repositories · arXiv:2504.18545
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Noiser: Bounded Input Perturbations for Attributing Large Language Models 3 Apr 2025 · 0 repositories · arXiv:2504.02911
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UltraFlwr -- An Efficient Federated Medical and Surgical Object Detection Framework 19 Mar 2025 · 1 repository · arXiv:2503.15161
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Fluid Antenna Enabled Over-the-Air Federated Learning: Joint Optimization of Positioning, Beamforming, and User Selection 17 Feb 2025 · 0 repositories · arXiv:2503.00011
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Port-LLM: A Port Prediction Method for Fluid Antenna based on Large Language Models 14 Feb 2025 · 0 repositories · arXiv:2502.09857
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Hybrid Firefly Algorithm and Sperm Swarm Optimization Algorithm using Newton-Raphson Method (HFASSON) and its application in CR-VANET 3 Feb 2025 · 0 repositories · arXiv:2502.01053
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Ltri-LLM: Streaming Long Context Inference for LLMs with Training-Free Dynamic Triangular Attention Pattern 6 Dec 2024 · 0 repositories · arXiv:2412.04757
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An Automated Data Mining Framework Using Autoencoders for Feature Extraction and Dimensionality Reduction 3 Dec 2024 · 0 repositories · arXiv:2412.02211
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PAPAYA Federated Analytics Stack: Engineering Privacy, Scalability and Practicality 3 Dec 2024 · 0 repositories · arXiv:2412.02340
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Fast Convergence of Softmax Policy Mirror Ascent 18 Nov 2024 · 0 repositories · arXiv:2411.12042
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A Secure Beamforming Design: When Fluid Antenna Meets NOMA 13 Nov 2024 · 0 repositories · arXiv:2411.08386
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Refining Counterfactual Explanations With Joint-Distribution-Informed Shapley Towards Actionable Minimality 7 Oct 2024 · 1 repository · arXiv:2410.05419
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Fluid Antenna-Assisted Near-Field System 30 Sep 2024 · 0 repositories · arXiv:2409.20472
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FiAt-Net: Detecting Fibroatheroma Plaque Cap in 3D Intravascular OCT Images 13 Sep 2024 · 0 repositories · arXiv:2409.09188
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Objective Features Extracted from Motor Activity Time Series for Food Addiction Analysis Using Machine Learning 31 Aug 2024 · 0 repositories · arXiv:2409.00310
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Fluid-Antenna Enhanced ISAC: Joint Antenna Positioning and Dual-Functional Beamforming Design under Perfect and Imperfect CSI 25 Jul 2024 · 0 repositories · arXiv:2407.18988
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Fluid Antenna-Assisted Simultaneous Wireless Information and Power Transfer Systems 16 Jul 2024 · 0 repositories · arXiv:2407.11307
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FA-Yolov9: Improved Yolov9 Based on Feature Attention Module 7 Jul 2024 · 0 repositories
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On the Scientific Method: The Role of Hypotheses and Involved Mathematics 6 Jul 2024 · 0 repositories · arXiv:2407.06225
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Parameter Tuning of the Firefly Algorithm by Standard Monte Carlo and Quasi-Monte Carlo Methods 1 Jul 2024 · 0 repositories · arXiv:2407.02537
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A Survey on Failure Analysis and Fault Injection in AI Systems 28 Jun 2024 · 0 repositories · arXiv:2407.00125
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Tradition or Innovation: A Comparison of Modern ASR Methods for Forced Alignment 27 Jun 2024 · 0 repositories · arXiv:2406.19363
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Protein-Nucleic Acid Complex Modeling with Frame Averaging Transformer 13 Jun 2024 · 1 repository · arXiv:2406.09586Syntology ran 9 of 13 samples · 4 unverified · 13 pointer-only (licence)
Tasks archive 2025-07-28
20 shown of 125 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
| Task | Papers |
|---|---|
| Federated Learning | 10 |
| Automatic Speech Recognition | 4 |
| Data Augmentation | 4 |
| Diffusion MRI | 4 |
| Speech Recognition | 4 |
| Survey | 4 |
| speech-recognition | 4 |
| Automatic Speech Recognition (ASR) | 3 |
| Computational Efficiency | 3 |
| Fundus to Angiography Generation | 3 |
| Generative Adversarial Network | 3 |
| ISAC | 3 |
| Image Classification | 3 |
| Language Modeling | 3 |
| Language Modelling | 3 |
| Object Detection | 3 |
| Position | 3 |
| object-detection | 3 |
| Binary Classification | 2 |
| Classification | 2 |
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