neural-networks

Documents about neural-networks

• Stochastic-Dimension Frozen Sampled Neural Network for High-Dimensional Gross-Pitaevskii Equations on Unbounded Domains#5968arXiv CS
• Brain tumor segmentation with Deep Neural Networks#6629OpenAlex
• KV Cache Offloading for Context-Intensive Tasks#2593arXiv CS
• Automating aggregation strategy selection in federated learning#2627arXiv CS
• Integrated electro-optic attention nonlinearities for transformers#5949arXiv CS
• Offline Local Search for Online Stochastic Bandits#5958arXiv CS
• Efficient Unlearning through Maximizing Relearning Convergence Delay#5964arXiv CS
• Online Intention Prediction via Control-Informed Learning#5975arXiv CS
• MixFlow: Mixed Source Distributions Improve Rectified Flows#5988arXiv CS
• Autonomous Diffractometry Enabled by Visual Reinforcement Learning#10334arXiv CS
• Towards Autonomous Mechanistic Reasoning in Virtual Cells#10344arXiv CS
• Calibration-Aware Policy Optimization for Reasoning LLMs#13110arXiv CS
• Adaptive Budget Allocation in LLM-Augmented Surveys#13117arXiv CS
• TIP: Token Importance in On-Policy Distillation#14008arXiv CS
• Context Sensitivity Improves Human-Machine Visual Alignment#14035arXiv CS
• RPS: Information Elicitation with Reinforcement Prompt Selection#14045arXiv CS
• Composite Silhouette: A Subsampling-based Aggregation Strategy#14046arXiv CS
• Unsupervised feature selection using Bayesian Tucker decomposition#19030arXiv CS
• Beyond Importance Sampling: Rejection-Gated Policy Optimization#19038arXiv CS
• An Efficient Optimization Technique for Training Deep Neural Networks#19721Semantic Scholar
• Automated Accelerator Optimization Aided by Graph Neural Networks#19726Semantic Scholar
• Utilizing convolutional neural networks to classify monkeypox skin lesions#19772Semantic Scholar
• Online Training Through Time for Spiking Neural Networks#19793Semantic Scholar
• TDGIA: Effective Injection Attacks on Graph Neural Networks#19798Semantic Scholar
• Synthetic data in cryptocurrencies using generative models#31265arXiv CS
• A Wasserstein Geometric Framework for Hebbian Plasticity#31281arXiv CS
• Discovering quantum phenomena with Interpretable Machine Learning#31287arXiv CS
• Biological Neural Networks as Substrate for Philosophical Constructs: A Unified Framework#92466PhilArchive
• Theorem proving in artificial neural networks: new frontiers in mathematical AI#108339PhilArchive
• Revisiting Active Sequential Prediction-Powered Mean Estimation#120498arXiv CS
• ConforNets: Latents-Based Conformational Control in OpenFold3#120501arXiv CS
• FUSE: Ensembling Verifiers with Zero Labeled Data#120505arXiv CS
• IDOBE: Infectious Disease Outbreak forecasting Benchmark Ecosystem#120508arXiv CS
• Symmetry Guarantees Statistic Recovery in Variational Inference#120540arXiv CS
• Efficient Symbolic Computations for Identifying Causal Effects#124071arXiv CS
• Explicit Dropout: Deterministic Regularization for Transformer Architectures#124073arXiv CS
• Low-Rank Adaptation Redux for Large Models#126498arXiv CS
• Compliance Moral Hazard and the Backfiring Mandate#126510arXiv CS
• Verifying Machine Learning Interpretability Requirements through Provenance#126531arXiv CS
• Conditional anomaly detection with soft harmonic functions#126541arXiv CS
• Quality-Driven Selective Mutation for Deep Learning#134539arXiv CS
• Training Hamiltonian neural networks without backpropagation#144234arXiv (OAI)
• Exponential families from a single KL identity#146930arXiv CS
• Geometry-Calibrated Conformal Abstention for Language Models#146947arXiv CS
• Prediction-powered Inference by Mixture of Experts#146949arXiv CS
• Make Your LVLM KV Cache More Lightweight#151717arXiv CS
• Aitchison Embeddings for Learning Compositional Graph Representations#151731arXiv CS
• Deep Kernel Learning for Stratifying Glaucoma Trajectories#151732arXiv CS
• Class Angular Distortion Index for Dimensionality Reduction#151747arXiv CS
• Bioinspired hybrid optimisation and deep belief neural networks for early chronic kidney disease detection: an explainable clinical AI framework.#9696PubMed