neural-networks

Documents about neural-networks

• Bringing Clustering to MLL: Weakly-Supervised Clustering for Partial Multi-Label Learning#5969arXiv CS
• Minimizing classical resources in variational measurement-based quantum computation for generative modeling#10352arXiv CS
• Deep Learning for Sequential Decision Making under Uncertainty: Foundations, Frameworks, and Frontiers#10364arXiv CS
• Revisiting Compositionality in Dual-Encoder Vision-Language Models: The Role of Inference#10366arXiv CS
• Structural Consequences of Policy-Based Interventions on the Global Supply Chain Network#10369arXiv CS
• Think Before you Write: QA-Guided Reasoning for Character Descriptions in Books#10373arXiv CS
• Active Bayesian Inference for Robust Control under Sensor False Data Injection Attacks#10376arXiv CS
• Classical and Quantum Speedups for Non-Convex Optimization via Energy Conserving Descent#13076arXiv CS
• Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe#13077arXiv CS
• Loop Corrections to the Training and Generalization Errors of Random Feature Models#13090arXiv CS
• Algorithmic Analysis of Dense Associative Memory: Finite-Size Guarantees and Adversarial Robustness#13091arXiv CS
• VFA: Relieving Vector Operations in Flash Attention with Global Maximum Pre-computation#13094arXiv CS
• Rethinking the Personalized Relaxed Initialization in the Federated Learning: Consistency and Generalization#13096arXiv CS
• Data-driven Reachable Set Estimation with Tunable Adversarial and Wasserstein Distributional Guarantees#13107arXiv CS
• From Feelings to Metrics: Understanding and Formalizing How Users Vibe-Test LLMs#14003arXiv CS
• Parameter Importance is Not Static: Evolving Parameter Isolation for Supervised Fine-Tuning#14018arXiv CS
• Adaptive Conformal Prediction for Improving Factuality of Generations by Large Language Models#14021arXiv CS
• DiPO: Disentangled Perplexity Policy Optimization for Fine-grained Exploration-Exploitation Trade-Off#14032arXiv CS
• Simulation-Based Optimisation of Batting Order and Bowling Plans in T20 Cricket#14040arXiv CS
• UI-Copilot: Advancing Long-Horizon GUI Automation via Tool-Integrated Policy Optimization#14044arXiv CS
• Robust Ultra Low-Bit Post-Training Quantization via Stable Diagonal Curvature Estimate#14047arXiv CS
• Graph Neural Networks Model Based on Atomic Hybridization for Predicting Drug Targets.#14959NCBI PubMed Central
• RL-STPA: Adapting System-Theoretic Hazard Analysis for Safety-Critical Reinforcement Learning#19007arXiv CS
• Blazing the trails before beating the path: Sample-efficient Monte-Carlo planning#19028arXiv CS
• STEP-Parts: Geometric Partitioning of Boundary Representations for Large-Scale CAD Processing#19032arXiv CS
• Comparison of Modern Multilingual Text Embedding Techniques for Hate Speech Detection Task#19036arXiv CS
• Dynamic Neural Networks for Motion-Force Control of Redundant Manipulators: An Optimization Perspective#19731Semantic Scholar
• Adaptive Levenberg–Marquardt Algorithm: A New Optimization Strategy for Levenberg–Marquardt Neural Networks#19737Semantic Scholar
• Particle swarm optimization of deep neural networks architectures for image classification#19741Semantic Scholar
• Deep reinforcement learning meets graph neural networks: Exploring a routing optimization use case#19743Semantic Scholar
• Selection and Optimization of Temporal Spike Encoding Methods for Spiking Neural Networks#19745Semantic Scholar
• Application of convolutional neural networks featuring Bayesian optimization for landslide susceptibility assessment#19751Semantic Scholar
• A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions#19784Semantic Scholar
• EvoPruneDeepTL: An Evolutionary Pruning Model for Transfer Learning based Deep Neural Networks#19799Semantic Scholar
• ELMo: The Dawn of Contextual Intelligence#20901DataCite
• ELMo: The Dawn of Contextual Intelligence#20902DataCite
• Automated identification of fossil benthic foraminifera from the Peruvian margin using convolutional neural networks#27543HAL (France)
• Joint-Centric Dual Contrastive Alignment with Structure-Preserving and Information-Balanced Regularization#31258arXiv CS
• Early Detection of Acute Myeloid Leukemia (AML) Using YOLOv12 Deep Learning Model#31276arXiv CS
• Driving Assistance System for Ambulances to Minimise the Vibrations in Patient Cabin#31282arXiv CS
• Cut Your Losses! Learning to Prune Paths Early for Efficient Parallel Reasoning#31284arXiv CS
• (Weighted) Adaptive Radius Near Neighbor Search: Evaluation for WiFi Fingerprint-based Positioning#31295arXiv CS
• Back into Plato's Cave: Examining Cross-modal Representational Convergence at Scale#120496arXiv CS
• A Note on TurboQuant and the Earlier DRIVE/EDEN Line of Work#120503arXiv CS
• Barrier-enforced multi-objective optimization for direct point and sharp interval forecasting#120512arXiv CS
• Multi-Scale Reversible Chaos Game Representation: A Unified Framework for Sequence Classification#120516arXiv CS
• Random Matrix Theory of Early-Stopped Gradient Flow: A Transient BBP Scenario#120524arXiv CS
• AutoPPA: Automated Circuit PPA Optimization via Contrastive Code-based Rule Library Learning#120525arXiv CS
• Balance-Guided Sparse Identification of Multiscale Nonlinear PDEs with Small-coefficient Terms#120530arXiv CS
• Closing the Domain Gap in Biomedical Imaging by In-Context Control Samples#124034arXiv CS