Methods › General › Feedforward Networks › HyperNetwork
HyperNetwork
Introduced by David Ha et al. in HyperNetworks
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
A HyperNetwork is a network that generates weights for a main network. The behavior of the main network is the same with any usual neural network: it learns to map some raw inputs to their desired targets; whereas the hypernetwork takes a set of inputs that contain information about the structure of the weights and generates the weight for that layer.
Papers archive 2025-07-28
30 shown of 239, 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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Acquiring and Adapting Priors for Novel Tasks via Neural Meta-Architectures 7 Jul 2025 · 0 repositories · arXiv:2507.10446
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Beyond Static Models: Hypernetworks for Adaptive and Generalizable Forecasting in Complex Parametric Dynamical Systems 24 Jun 2025 · 0 repositories · arXiv:2506.19609
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Learning Personalized Utility Functions for Drivers in Ride-hailing Systems Using Ensemble Hypernetworks 21 Jun 2025 · 0 repositories · arXiv:2506.17672
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LFR-PINO: A Layered Fourier Reduced Physics-Informed Neural Operator for Parametric PDEs 21 Jun 2025 · 0 repositories · arXiv:2506.17582
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Generalizable Agent Modeling for Agent Collaboration-Competition Adaptation with Multi-Retrieval and Dynamic Generation 20 Jun 2025 · 1 repository · arXiv:2506.16718
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Leveraging External Factors in Household-Level Electrical Consumption Forecasting using Hypernetworks 17 Jun 2025 · 1 repository · arXiv:2506.14472
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PropMEND: Hypernetworks for Knowledge Propagation in LLMs 10 Jun 2025 · 1 repository · arXiv:2506.08920
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SHIELD: Secure Hypernetworks for Incremental Expansion Learning Defense 9 Jun 2025 · 0 repositories · arXiv:2506.08255
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ExARNN: An Environment-Driven Adaptive RNN for Learning Non-Stationary Power Dynamics 23 May 2025 · 0 repositories · arXiv:2505.17488
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Neural Conditional Transport Maps 21 May 2025 · 0 repositories · arXiv:2505.15808
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Editing Across Languages: A Survey of Multilingual Knowledge Editing 20 May 2025 · 0 repositories · arXiv:2505.14393
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Relation-Aware Graph Foundation Model 17 May 2025 · 0 repositories · arXiv:2505.12027
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DISCO: learning to DISCover an evolution Operator for multi-physics-agnostic prediction 28 Apr 2025 · 1 repository · arXiv:2504.19496Syntology ran 3 of 3 samples · 0 unverified
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Uncertainty quantification of neural network models of evolving processes via Langevin sampling 21 Apr 2025 · 0 repositories · arXiv:2504.14854
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Dynamic Allocation Hypernetwork with Adaptive Model Recalibration for Federated Continual Learning 25 Mar 2025 · 1 repository · arXiv:2503.20808
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Continual Reinforcement Learning for HVAC Systems Control: Integrating Hypernetworks and Transfer Learning 24 Mar 2025 · 1 repository · arXiv:2503.19212
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Dynamic Allocation Hypernetwork with Adaptive Model Recalibration for FCL 23 Mar 2025 · 1 repository · arXiv:2503.18064
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HyperNVD: Accelerating Neural Video Decomposition via Hypernetworks 21 Mar 2025 · 0 repositories · arXiv:2503.17276
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HyperDAS: Towards Automating Mechanistic Interpretability with Hypernetworks 13 Mar 2025 · 0 repositories · arXiv:2503.10894
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HyDA: Hypernetworks for Test Time Domain Adaptation in Medical Imaging Analysis 6 Mar 2025 · 0 repositories · arXiv:2503.04979
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A Hypernetwork-Based Approach to KAN Representation of Audio Signals 4 Mar 2025 · 1 repository · arXiv:2503.02585
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Foundation Models Secretly Understand Neural Network Weights: Enhancing Hypernetwork Architectures with Foundation Models 2 Mar 2025 · 0 repositories · arXiv:2503.00838
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Boost, Disentangle, and Customize: A Robust System2-to-System1 Pipeline for Code Generation 18 Feb 2025 · 0 repositories · arXiv:2502.12492
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Reinforced Lifelong Editing for Language Models 9 Feb 2025 · 1 repository · arXiv:2502.05759
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Leveraging Hypernetworks and Learnable Kernels for Consumer Energy Forecasting Across Diverse Consumer Types 7 Feb 2025 · 0 repositories · arXiv:2502.05104
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Discovering Physics Laws of Dynamical Systems via Invariant Function Learning 6 Feb 2025 · 0 repositories · arXiv:2502.04495
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Dual Ensembled Multiagent Q-Learning with Hypernet Regularizer 4 Feb 2025 · 1 repository · arXiv:2502.02018
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Multi-frequency wavefield solutions for variable velocity models using meta-learning enhanced low-rank physics-informed neural network 2 Feb 2025 · 0 repositories · arXiv:2502.00897
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ScaDyG:A New Paradigm for Large-scale Dynamic Graph Learning 27 Jan 2025 · 0 repositories · arXiv:2501.16002
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Pareto Set Learning for Multi-Objective Reinforcement Learning 12 Jan 2025 · 0 repositories · arXiv:2501.06773
Tasks archive 2025-07-28
20 shown of 251 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