neural-networks

Documents about neural-networks

• Deployment-Aligned Low-Precision Neural Architecture Search for Spaceborne Edge AI#138939arXiv CS
• Variational Neural Belief Parameterizations for Robust Dexterous Grasping under Multimodal Uncertainty#141471arXiv CS
• A unified deep learning framework integrating OpenStreetMap for multi-domain urban planning tasks#5854Europe PMC
• Physics-Informed Neural Networks for Methane Sorption: Cross-Gas Transfer Learning, Ensemble Collapse Under Physics Constraints, and Monte Carlo Dropout Uncertainty Quantification#14020arXiv CS
• On the role of non-linear latent features in bipartite generative neural networks#126865HAL (France)
• Zero-shot Multivariate Time Series Forecasting Using Tabular Prior Fitted Networks#2598arXiv CS
• Hardware-Efficient Neuro-Symbolic Networks with the Exp-Minus-Log Operator#14038arXiv CS
• GFlowState: Visualizing the Training of Generative Flow Networks Beyond the Reward#126505arXiv CS
• Drug Synergy Prediction via Residual Graph Isomorphism Networks and Attention Mechanisms#126538arXiv CS
• BLOOD PRESSURE MODELING WITH PHYSICS-INFORMED NEURAL NETWORKS#1801NCBI Bookshelf
• Continuous Adversarial Flow Models#10358arXiv CS
• Multistage Conditional Compositional Optimization#14009arXiv CS
• Understanding plasticity in neural networks#19758Semantic Scholar
• Binary Neural Networks: A Survey#19807Semantic Scholar
• Clarifying the Opacity of Neural Networks#110533PhilArchive
• Bounded Ratio Reinforcement Learning#120494arXiv CS
• Near-Future Policy Optimization#124051arXiv CS
• Quotient-Space Diffusion Models#126508arXiv CS
• Stochastic simultaneous optimistic optimization#138934arXiv CS
• Recursive Multi-Agent Systems#141465arXiv CS
• Deflation-Free Optimal Scoring#141484arXiv CS
• Raman analysis of black carbon using artificial neural networks for emission source classification.#136123PubMed
• Residual-loss Anomaly Analysis of Physics-Informed Neural Networks: An Inverse Method for Change-point Detection in Nonlinear Dynamical Systems with Regime Switching#141485arXiv CS
• Neural Recovery of Historical Lexical Structure in Bantu Languages from Modern Data#134531arXiv CS
• Neural Aided Kalman Filtering for UAV State Estimation in Degraded Sensing Environments#146923arXiv CS
• Sim-to-Real Transfer for Muscle-Actuated Robots via Generalized Actuator Networks#5951arXiv CS
• Generative Flow Networks for Model Adaptation in Digital Twins of Natural Systems#124055arXiv CS
• Cortex-Inspired Continual Learning: Unsupervised Instantiation and Recovery of Functional Task Networks#138921arXiv CS
• Neural Networks: A Comprehensive Foundation#6313OpenAlex
• Nested Fourier-enhanced neural operator for efficient modeling of radiation transfer in fires#14031arXiv CS
• Faster by Design: Interactive Aerodynamics via Neural Surrogates Trained on Expert-Validated CFD#120513arXiv CS
• Scalable Physics-Informed Neural Differential Equations and Data-Driven Algorithms for HVAC Systems#120527arXiv CS
• Neural surrogates for crystal growth dynamics with variable supersaturation: explicit vs. implicit conditioning#126514arXiv CS
• PathMoG: A Pathway-Centric Modular Graph Neural Network for Multi-Omics Survival Prediction#138949arXiv CS
• HiPreNets: High-Precision Neural Networks through Progressive Training#149299arXiv (OAI)
• On the Decompositionality of Neural Networks#2676arXiv CS
• Toward World Models for Epidemiology#5948arXiv CS
• Machine learning and artificial neural networks#10834Crossref
• Token Encoding for Semantic Recovery#13085arXiv CS
• Generative Anonymization in Event Streams#13093arXiv CS
• Learning to Concatenate Quantum Codes#19031arXiv CS
• Differential Evolution for Neural Networks Optimization#19711Semantic Scholar
• Recent advances in convolutional neural networks#19717Semantic Scholar
• Are aligned neural networks adversarially aligned?#19765Semantic Scholar
• Neural networks for topology optimization#19770Semantic Scholar
• Dynamic Neural Networks: A Survey#19781Semantic Scholar
• Varieties of representation in evolved and embodied neural networks#88882PhilArchive
• Modernizing Workflows with Convolutional Neural Networks: Revolutionizing AI Applications#93165PhilArchive
• Neural Networks and Deep Learning#112363PhilArchive
• Sessa: Selective State Space Attention#120493arXiv CS