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Literature Library

CAF-分数:用 LALM 校正 CLAP 用于无参考音频字幕评价

CAF-Score: Calibrating CLAP with LALMs for Reference-free Audio Captioning Evaluation

作者
Authors: Insung Lee|Taeyoung Jeong|Haejun Yoo|Du-Seong Chan... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 人工智能
Artificial Intelligence

👁 445 📚 39

LoD-Loc v3: 使用实例Silhouette对齐法在Dense城市通用空域化

LoD-Loc v3: Generalized Aerial Localization in Dense Cities using Instance Silhouette Alignment

作者
Authors: Shuaibang Peng|Juelin Zhu|Xia Li|Kun Yang|Maojun Z... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 人工智能
Artificial Intelligence

👁 219 📚 33

FB-CLIP:用前地-后地分解来进行精细的零发热异常检测

FB-CLIP: Fine-Grained Zero-Shot Anomaly Detection with Foreground-Background Disentanglement

作者
Authors: Ming Hu|Yongsheng Huo|Mingyu Dou|Jianfu Yin|Peng Z... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 人工智能
Artificial Intelligence

👁 242 📚 25

具有信息普及预测适应性分组学习机制的物理-成形神经网络

Physics-Informed Neural Network with Adaptive Clustering Learning Mechanism for Information Populari...

作者
Authors: Guangyin Jin|Xiaohan Ni|Yanjie Song|Kun Wei|Jie Zh... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 人工智能
Artificial Intelligence

👁 244 📚 38

ARMOR:在移动室内局部化持续学习联盟中抵御模式中毒袭击的适应性

ARMOR: Adaptive Resilience Against Model Poisoning Attacks in Continual Federated Learning for Mobil...

作者
Authors: Danish Gufran|Akhil Singampalli|Sudeep Pasricha 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 人工智能
Artificial Intelligence

👁 107 📚 36

临床试验设计操作特征的Q近似

Q-approximation of operating characteristics of clinical trial designs

作者
Authors: Susanna Gentile|Daniel E. Schwartz|Riddhiman Saha|... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 数理统计
Mathematical Statistics

👁 346 📚 33

关于校正临床试验的巴伊西亚成功标准和操作特征

On the Calibration of Bayesian Success Criteria and Operating Characteristics for Clinical Trials

作者
Authors: Peng Yang|Li Wang|Ying Yuan 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 数理统计
Mathematical Statistics

👁 525 📚 6

通过多分辨率预测过程组合实现可扩展和强力空间预测

Scalable and Robust Spatial Prediction via Multi-Resolution Ensembles of Predictive Processes

作者
Authors: Nicolas Bianco|Nadja Klein 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 数理统计
Mathematical Statistics

👁 78 📚 15

图 - 成形的反面模型:内向差异的不真实性

Graph-Informed Adversarial Modeling: Infimal Subadditivity of Interpolative Divergences

作者
Authors: Panagiota Birmpa|Eric Joseph Hall 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 254 📚 7

协会神经网络的多对一Hopfield模型

A Federated Many-to-One Hopfield model for associative Neural Networks

作者
Authors: Andrea Alessandrelli|Fabrizio Durante|Andrea Ladia... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 273 📚 28

时间序列预测的深度自定义模型:进展和前景

Deep Autocorrelation Modeling for Time-Series Forecasting: Progress and Prospects

作者
Authors: Hao Wang|Licheng Pan|Qingsong Wen|Jialin Yu|Zhicha... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 49 📚 19

最小化 通用 交叉输入

Minimax Generalized Cross-Entropy

作者
Authors: Kartheek Bondugula|Santiago Mazuelas|Aritz Pérez|A... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 99 📚 6

可解释的集群分析:包装方法

Explainable cluster analysis: a bagging approach

作者
Authors: Federico Maria Quetti|Elena Ballante|Silvia Figini... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 199 📚 47

双时尺度学习动态:神经网络培训的人口观点

Two-Time-Scale Learning Dynamics: A Population View of Neural Network Training

作者
Authors: Giacomo Borghi|Hyesung Im|Lorenzo Pareschi 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 532 📚 27

预测性差异

Uncertainty Quantification Via the Posterior Predictive Variance

作者
Authors: Sanjay Chaudhuri|Dean Dustin|Bertrand Clarke 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 169 📚 22

通过 Coreset 对多变量分布的可缩放学习

Scalable Learning of Multivariate Distributions via Coresets

作者
Authors: Zeyu Ding|Katja Ickstadt|Nadja Klein|Alexander Mun... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 227 📚 41

解决贝克曼参数优化运输的规律性

Regularity of Solutions to Beckmann's Parametric Optimal Transport

作者
Authors: Hanno Gottschalk|Tobias J. Riedlinger 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 327 📚 27

有限上下文模型中超参数选择的双步相继方法

A two-step sequential approach for hyperparameter selection in finite context models

作者
Authors: José Contente|Ana Martins|Armando J. Pinho|Sónia G... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 473 📚 9

多维高斯混合模型的模型选择和参数估计

Model Selection and Parameter Estimation of Multi-dimensional Gaussian Mixture Model

作者
Authors: Xinyu Liu|Hai Zhang 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 112 📚 49

Stochastic Approximation中的重发和长程依赖噪声: 有限时间分析

Heavy-Tailed and Long-Range Dependent Noise in Stochastic Approximation: A Finite-Time Analysis

作者
Authors: Siddharth Chandak|Anuj Yadav|Ayfer Ozgur|Nicholas ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 137 📚 12