arXiv Artificial IntelligenceGenerative AI performance in core undergraduate mathematics: a curriculum-level case study
arXiv:2509.13359v4 Announce Type: replace-cross Abstract: Generative artificial intelligence (GenAI) tools…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceAmulet: a Python Library for Assessing Interactions Among ML Defenses and Risks
arXiv:2509.12386v3 Announce Type: replace-cross Abstract: Machine learning (ML) models are susceptible to…
arXiv Artificial IntelligenceSpectral Masking and Interpolation Attack (SMIA): A Black-box Adversarial Attack against Voice Authentication and Anti-Spoofing Systems
arXiv:2509.07677v5 Announce Type: replace-cross Abstract: Voice Authentication Systems (VAS) use unique vocal…
arXiv Artificial IntelligenceA Survey of Threats Against Voice Authentication and Anti-Spoofing Systems
arXiv:2508.16843v5 Announce Type: replace-cross Abstract: Voice authentication has undergone significant…
arXiv Artificial IntelligenceLearning Intrinsic Water-Quality Dynamics with Rainfall for Data-Driven Forecasting
arXiv:2508.08279v2 Announce Type: replace-cross Abstract: Rainfall is an important environmental driver of…
arXiv Artificial IntelligenceCertDW: Towards Certified Dataset Ownership Verification via Conformal Calibration
arXiv:2506.13160v2 Announce Type: replace-cross Abstract: Deep neural networks (DNNs) rely heavily on…
arXiv Artificial IntelligenceGeneralization in VAE and Diffusion Models: A Unified Information-Theoretic Analysis
arXiv:2506.00849v2 Announce Type: replace-cross Abstract: Despite the empirical success of Diffusion Models…
arXiv Artificial IntelligenceSG-Blend: Learning an Interpolation Between Improved Swish and GELU for Robust Neural Representations
arXiv:2505.23942v2 Announce Type: replace-cross Abstract: Prevailing activation functions such as Swish and…
arXiv Artificial IntelligenceExploring Multimodal Prompt for Visualization Authoring with Large Language Models
arXiv:2504.13700v2 Announce Type: replace-cross Abstract: Recent advances in large language models (LLMs)…
arXiv Artificial IntelligenceExpTest: Loss-Curve Hypothesis Testing for Autonomous Learning-Rate Selection in Deep Neural Networks
arXiv:2411.16975v2 Announce Type: replace-cross Abstract: Hyperparameter tuning remains a significant…
arXiv Artificial IntelligenceNo Screening is More Efficient with Multiple Objects
arXiv:2408.10077v4 Announce Type: replace-cross Abstract: We study the welfare-maximizing allocation of…
arXiv Artificial IntelligenceOptimizing Three Critical Factors for Practical and Effective OOD Detection Fine-Tuning
arXiv:2308.01030v2 Announce Type: replace-cross Abstract: In out-of-distribution (OOD) detection, fine-tuning…
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