Methods › General › Stochastic Optimization › Gravity
Gravity
Introduced by Dariush Bahrami et al. in Gravity Optimizer: a Kinematic Approach on Optimization in Deep Learning
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Gravity is a kinematic approach to optimization based on gradients.
Papers archive 2025-07-28
30 shown of 202, 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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CAM-NET: An AI Model for Whole Atmosphere with Thermosphere and Ionosphere Extension 24 Jun 2025 · 0 repositories · arXiv:2506.19340
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Center of Gravity-Guided Focusing Influence Mechanism for Multi-Agent Reinforcement Learning 24 Jun 2025 · 0 repositories · arXiv:2506.19417
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A Gravity-informed Spatiotemporal Transformer for Human Activity Intensity Prediction 16 Jun 2025 · 0 repositories · arXiv:2506.13678
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Identifying Hubs Through Influential Nodes in Transportation Network by Using a Gravity Centrality Approach 10 Jun 2025 · 1 repository
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Deep Inertial Pose: A deep learning approach for human pose estimation 7 Jun 2025 · 0 repositories · arXiv:2506.06850
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A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering 2 Jun 2025 · 0 repositories · arXiv:2506.02160
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MIAS-SAM: Medical Image Anomaly Segmentation without thresholding 28 May 2025 · 0 repositories · arXiv:2505.22762
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CSAGC-IDS: A Dual-Module Deep Learning Network Intrusion Detection Model for Complex and Imbalanced Data 20 May 2025 · 0 repositories · arXiv:2505.14027
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Enhancing Code Quality with Generative AI: Boosting Developer Warning Compliance 16 May 2025 · 0 repositories · arXiv:2505.11677
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Generative Discovery of Partial Differential Equations by Learning from Math Handbooks 9 May 2025 · 0 repositories · arXiv:2505.05869
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Enhancing Satellite Object Localization with Dilated Convolutions and Attention-aided Spatial Pooling 8 May 2025 · 1 repository · arXiv:2505.05599
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Non-linear dynamics of multibody systems: a system-based approach 6 May 2025 · 0 repositories · arXiv:2505.03248
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Periodic Proprioceptive Stimuli Learning and Internal Model Development for Avian-inspired Flapping-wing Flight State Estimation 29 Apr 2025 · 0 repositories · arXiv:2504.20809
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Power-based control of output oscillations with online estimation of biased harmonics 23 Apr 2025 · 0 repositories · arXiv:2504.16445
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Investigation of Cross-border Banking Activities 16 Apr 2025 · 0 repositories · arXiv:2504.12490
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Nonlinear Observer Design for Landmark-Inertial Simultaneous Localization and Mapping 5 Apr 2025 · 0 repositories · arXiv:2504.04239
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Safe On-Orbit Dislodging of Deployable Structures via Robust Adaptive MPC 21 Mar 2025 · 0 repositories · arXiv:2503.16849
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Beyond holography: the entropic quantum gravity foundations of image processing 18 Mar 2025 · 0 repositories · arXiv:2503.14048
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Olympus: A Jumping Quadruped for Planetary Exploration Utilizing Reinforcement Learning for In-Flight Attitude Control 5 Mar 2025 · 0 repositories · arXiv:2503.03574
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PI-HMR: Towards Robust In-bed Temporal Human Shape Reconstruction with Contact Pressure Sensing 27 Feb 2025 · 0 repositories · arXiv:2503.00068
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Measuring trade costs and analyzing the determinants of trade growth between Cambodia and major trading partners: 1993 to 2019 26 Feb 2025 · 0 repositories · arXiv:2502.18916
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Conditional Diffusion-Flow models for generating 3D cosmic density fields: applications to f(R) cosmologies 24 Feb 2025 · 1 repository · arXiv:2502.17087
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PH-VAE: A Polynomial Hierarchical Variational Autoencoder Towards Disentangled Representation Learning 5 Feb 2025 · 0 repositories · arXiv:2502.02856
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DeepExtractor: Time-domain reconstruction of signals and glitches in gravitational wave data with deep learning 30 Jan 2025 · 0 repositories · arXiv:2501.18423
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Physics-Trained Neural Network as Inverse Problem Solver for Potential Fields: An Example of Downward Continuation between Arbitrary Surfaces 26 Jan 2025 · 0 repositories · arXiv:2502.05190
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Orbit-Attitude Predictive Control in the Vicinity of Asteroids with In Situ Gravity Estimation 22 Jan 2025 · 0 repositories · arXiv:2501.12830
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Improving thermal state preparation of Sachdev-Ye-Kitaev model with reinforcement learning on quantum hardware 20 Jan 2025 · 1 repository · arXiv:2501.11454
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Physics-informed neural networks for phase-resolved data assimilation and prediction of nonlinear ocean waves 14 Jan 2025 · 0 repositories · arXiv:2501.08430
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Data driven discovery of human mobility models 10 Jan 2025 · 1 repository · arXiv:2501.05684
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Machine Learning Gravity Compactifications on Negatively Curved Manifolds 30 Dec 2024 · 1 repository · arXiv:2501.00093
Tasks archive 2025-07-28
20 shown of 135 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