世界模型 - arXivDaily 专题

2410.19955 2025-04-17 cs.LG cs.AI cs.IR 50%

Bridging Stepwise Lab-Informed Pretraining and Knowledge-Guided Learning for Diagnostic Reasoning

Pengfei Hu, Chang Lu, Fei Wang, Yue Ning

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

2405.01614 2025-04-15 cs.LG cs.AI 50%

RULSurv: A probabilistic survival-based method for early censoring-aware prediction of remaining useful life in ball bearings

Christian Marius Lillelund, Fernando Pannullo, Morten Opprud Jakobsen, Manuel Morante, Christian Fischer Pedersen

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

2504.08536 2025-04-14 cs.LG cs.AI 50%

Explainability and Continual Learning meet Federated Learning at the Network Edge

Thomas Tsouparopoulos, Iordanis Koutsopoulos

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Comments 8 pages, 2 figures

2504.06651 2025-04-10 cs.RO 50%

Collision avoidance from monocular vision trained with novel view synthesis

Valentin Tordjman--Levavasseur, Stéphane Caron

专题命中通用世界模型：environment model(abstract)；分类 cs.RO

2306.02786 2025-04-10 cs.LG cs.AI 50%

Navigating Explanatory Multiverse Through Counterfactual Path Geometry

Kacper Sokol, Edward Small, Yueqing Xuan

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Comments ECML-PKDD 2025: Journal Track (Springer Machine Learning) & ICML 2023 Workshop on Counterfactuals in Minds and Machines

2504.05530 2025-04-09 cs.LG cs.AI stat.AP 50%

FORCE: Feature-Oriented Representation with Clustering and Explanation

Rishav Mukherjee, Jeffrey Ahearn Thompson

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Comments 12 pages, 3 figures

2409.11744 2025-04-08 cs.CV cs.AI cs.HC 50%

Exploring Gaze Pattern Differences Between Autistic and Neurotypical Children: Clustering, Visualisation, and Prediction

Weiyan Shi, Haihong Zhang, Wei Wang, Kenny Tsu Wei Choo

专题命中通用世界模型：分类 cs.AI、cs.CV；predictive model(abstract)；predictive models(abstract)

Comments work in progress

2504.00036 2025-04-02 q-bio.QM cs.AI cs.LG 50%

Improving Diseases Predictions Utilizing External Bio-Banks

Hido Pinto, Eran Segal

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

2503.23260 2025-04-01 cs.SD cs.LG eess.AS eess.SP 50%

Mismatch-Robust Underwater Acoustic Localization Using A Differentiable Modular Forward Model

Dariush Kari, Yongjie Zhuang, Andrew C. Singer

专题命中通用世界模型：environment model(abstract)；分类 cs.LG

2503.23050 2025-04-01 cs.LG cs.CV 50%

Prediction of 30-day hospital readmission with clinical notes and EHR information

Tiago Almeida, Plinio Moreno, Catarina Barata

专题命中通用世界模型：分类 cs.LG、cs.CV；predictive model(abstract)；predictive models(abstract)

2503.22069 2025-03-31 cs.CV cs.AI 50%

Contrasting Low and High-Resolution Features for HER2 Scoring using Deep Learning

Ekansh Chauhan, Anila Sharma, Amit Sharma, Vikas Nishadham, Asha Ghughtyal, Ankur Kumar, Gurudutt Gupta, Anurag Mehta, C. V. Jawahar, P. K. Vinod

专题命中通用世界模型：分类 cs.AI、cs.CV；predictive model(abstract)；predictive models(abstract)

2503.21095 2025-03-28 cs.LG cs.AI stat.AP 50%

Confidence Adjusted Surprise Measure for Active Resourceful Trials (CA-SMART): A Data-driven Active Learning Framework for Accelerating Material Discovery under Resource Constraints

Ahmed Shoyeb Raihan, Zhichao Liu, Tanveer Hossain Bhuiyan, Imtiaz Ahmed

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

2503.17477 2025-03-25 cs.LG cs.CV stat.ML 50%

Bayesian generative models can flag performance loss, bias, and out-of-distribution image content

Miguel López-Pérez, Marco Miani, Valery Naranjo, Søren Hauberg, Aasa Feragen

专题命中通用世界模型：分类 cs.LG、cs.CV；predictive model(abstract)；predictive models(abstract)

Comments Under review

2503.00900 2025-03-04 cs.LG cs.AI 50%

S4M: S4 for multivariate time series forecasting with Missing values

Jing Peng, Meiqi Yang, Qiong Zhang, Xiaoxiao Li

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

2005.01427 2025-02-27 cs.LG cs.AI stat.ML 50%

LIMEtree: Consistent and Faithful Surrogate Explanations of Multiple Classes

Kacper Sokol, Peter Flach

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

2308.16245 2025-02-25 cs.LG cs.AI stat.ML 50%

Calibrated Explanations for Regression

Tuwe Löfström, Helena Löfström, Ulf Johansson, Cecilia Sönströd, Rudy Matela

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Comments 34 pages, 13 figures (resubmitted draft after minor revision)

Journal ref Mach Learn 114, 100 (2025)

2502.13969 2025-02-21 eess.SP cs.AI 50%

Bridging Simulation and Reality: A 3D Clustering-Based Deep Learning Model for UAV-Based RF Source Localization

Saad Masrur, Ismail Guvenc

专题命中通用世界模型：environment model(abstract)；分类 cs.AI

Comments This paper has been submitted to IEEE ICC 2025

2407.19804 2025-02-21 cs.AI cs.LG stat.ML 50%

Imputation for prediction: beware of diminishing returns

Marine Le Morvan, Gaël Varoquaux

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

2502.11519 2025-02-18 cs.SI cs.AI 50%

UniGO: A Unified Graph Neural Network for Modeling Opinion Dynamics on Graphs

Hao Li, Hao Jiang, Yuke Zheng, Hao Sun, Wenying Gong

专题命中通用世界模型：分类 cs.AI；dynamics model(abstract)；predictive model(abstract)；predictive models(abstract)

Comments WWW2025

2403.15245 2025-02-18 cs.CV cs.AI cs.LG 50%

Reasoning-Enhanced Object-Centric Learning for Videos

Jian Li, Pu Ren, Yang Liu, Hao Sun

专题命中通用世界模型：分类 cs.AI、cs.LG、cs.CV；predictive model(abstract)

2502.07806 2025-02-13 q-fin.CP cs.AI cs.LG 50%

Quantum Powered Credit Risk Assessment: A Novel Approach using hybrid Quantum-Classical Deep Neural Network for Row-Type Dependent Predictive Analysis

Rath Minati, Date Hema

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

2502.03396 2025-02-06 cs.LG cs.AI cs.ET 50%

Accurate AI-Driven Emergency Vehicle Location Tracking in Healthcare ITS Digital Twin

Sarah Al-Shareeda, Yasar Celik, Bilge Bilgili, Ahmed Al-Dubai, Berk Canberk

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Comments 8 pages, 8 figures, 5th IEEE Middle East & North Africa COMMunications Conference (MENACOMM'25), Lebanon Feb 20-23, 2025

2502.01029 2025-02-04 cs.LG cs.AI 50%

Comprehensive Modeling Approaches for Forecasting Bitcoin Transaction Fees: A Comparative Study

Jiangqin Ma, Erfan Mahmoudinia

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

2501.17699 2025-01-30 eess.IV cs.AI cs.CV 50%

PulmoFusion: Advancing Pulmonary Health with Efficient Multi-Modal Fusion

Ahmed Sharshar, Yasser Attia, Mohammad Yaqub, Mohsen Guizani

专题命中通用世界模型：分类 cs.AI、cs.CV；predictive model(abstract)；predictive models(abstract)

Journal ref (ISBI 2025) 2025 IEEE International Symposium on Biomedical Imaging

2402.09553 2025-01-24 cs.AI cs.LG stat.ML 50%

Statistical and Machine Learning Models for Predicting Fire and Other Emergency Events

Dilli Prasad Sharma, Nasim Beigi-Mohammadi, Hongxiang Geng, Dawn Dixon, Rob Madro, Phil Emmenegger, Carlos Tobar, Jeff Li, Alberto Leon-Garcia

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Journal ref IEEE Access 12(2024) 56880-56909

2501.11413 2025-01-22 cs.LG cs.AI cs.IT math.IT 50%

Generalization and Informativeness of Weighted Conformal Risk Control Under Covariate Shift

Matteo Zecchin, Fredrik Hellström, Sangwoo Park, Shlomo Shamai, Osvaldo Simeone

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

2501.10822 2025-01-22 cs.LG cs.AI 50%

Addressing Multilabel Imbalance with an Efficiency-Focused Approach Using Diffusion Model-Generated Synthetic Samples

Francisco Charte, Miguel Ángel Dávila, María Dolores Pérez-Godoy, María José del Jesus

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

Comments 22 pages, 8 figures, 10 tables

2501.08134 2025-01-15 physics.flu-dyn cs.AI cs.LG 50%

An Empirical Wall-Pressure Spectrum Model for Aeroacoustic Predictions Based on Symbolic Regression

Laura Botero Bolívar, David Huergo, Fernanda L. dos Santos, Cornelis H. Venner, Leandro D. de Santana, Esteban Ferrer

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

2501.06086 2025-01-13 cs.AI cs.LG 50%

All AI Models are Wrong, but Some are Optimal

Akhil S Anand, Shambhuraj Sawant, Dirk Reinhardt, Sebastien Gros

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

2501.00063 2025-01-03 cs.LG cs.AI 50%

"Generative Models for Financial Time Series Data: Enhancing Signal-to-Noise Ratio and Addressing Data Scarcity in A-Share Market

Guangming Che

专题命中通用世界模型：分类 cs.AI、cs.LG；predictive model(abstract)；predictive models(abstract)

1. 通用世界模型 4358 篇

Bridging Stepwise Lab-Informed Pretraining and Knowledge-Guided Learning for Diagnostic Reasoning

RULSurv: A probabilistic survival-based method for early censoring-aware prediction of remaining useful life in ball bearings

Explainability and Continual Learning meet Federated Learning at the Network Edge

Collision avoidance from monocular vision trained with novel view synthesis

Navigating Explanatory Multiverse Through Counterfactual Path Geometry

FORCE: Feature-Oriented Representation with Clustering and Explanation

Exploring Gaze Pattern Differences Between Autistic and Neurotypical Children: Clustering, Visualisation, and Prediction

Improving Diseases Predictions Utilizing External Bio-Banks

Mismatch-Robust Underwater Acoustic Localization Using A Differentiable Modular Forward Model

Prediction of 30-day hospital readmission with clinical notes and EHR information

Contrasting Low and High-Resolution Features for HER2 Scoring using Deep Learning

Confidence Adjusted Surprise Measure for Active Resourceful Trials (CA-SMART): A Data-driven Active Learning Framework for Accelerating Material Discovery under Resource Constraints

Bayesian generative models can flag performance loss, bias, and out-of-distribution image content

S4M: S4 for multivariate time series forecasting with Missing values

LIMEtree: Consistent and Faithful Surrogate Explanations of Multiple Classes

Calibrated Explanations for Regression

Bridging Simulation and Reality: A 3D Clustering-Based Deep Learning Model for UAV-Based RF Source Localization

Imputation for prediction: beware of diminishing returns

UniGO: A Unified Graph Neural Network for Modeling Opinion Dynamics on Graphs

Reasoning-Enhanced Object-Centric Learning for Videos

Quantum Powered Credit Risk Assessment: A Novel Approach using hybrid Quantum-Classical Deep Neural Network for Row-Type Dependent Predictive Analysis

Accurate AI-Driven Emergency Vehicle Location Tracking in Healthcare ITS Digital Twin

Comprehensive Modeling Approaches for Forecasting Bitcoin Transaction Fees: A Comparative Study

PulmoFusion: Advancing Pulmonary Health with Efficient Multi-Modal Fusion

Statistical and Machine Learning Models for Predicting Fire and Other Emergency Events

Generalization and Informativeness of Weighted Conformal Risk Control Under Covariate Shift

Addressing Multilabel Imbalance with an Efficiency-Focused Approach Using Diffusion Model-Generated Synthetic Samples

An Empirical Wall-Pressure Spectrum Model for Aeroacoustic Predictions Based on Symbolic Regression

All AI Models are Wrong, but Some are Optimal

"Generative Models for Financial Time Series Data: Enhancing Signal-to-Noise Ratio and Addressing Data Scarcity in A-Share Market