世界模型 - arXivDaily 专题

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)

2412.18048 2024-12-25 cs.HC cs.AI cs.CY cs.LG 50%

Fair Knowledge Tracing in Second Language Acquisition

Weitao Tang, Guanliang Chen, Shuaishuai Zu, Jiangyi Luo

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

2412.16333 2024-12-24 cs.LG cs.AI q-fin.ST stat.AP 50%

Optimizing Fintech Marketing: A Comparative Study of Logistic Regression and XGBoost

Sahar Yarmohammadtoosky Dinesh Chowdary Attota

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

2412.12160 2024-12-18 cs.LG cs.AI 50%

Climate Aware Deep Neural Networks (CADNN) for Wind Power Simulation

Ali Forootani, Danial Esmaeili Aliabadi, Daniela Thraen

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

2312.12865 2024-12-17 cs.CV cs.AI 50%

RadEdit: stress-testing biomedical vision models via diffusion image editing

Fernando Pérez-García, Sam Bond-Taylor, Pedro P. Sanchez, Boris van Breugel, Daniel C. Castro, Harshita Sharma, Valentina Salvatelli, Maria T. A. Wetscherek, Hannah Richardson, Matthew P. Lungren, Aditya Nori, Javier Alvarez-Valle, Ozan Oktay, Maximilian Ilse

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

Journal ref European Conference on Computer Vision (ECCV) 2024

2411.04630 2024-12-03 cs.CV cs.LG 50%

Brain Tumour Removing and Missing Modality Generation using 3D WDM

André Ferreira, Gijs Luijten, Behrus Puladi, Jens Kleesiek, Victor Alves, Jan Egger

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

2411.14263 2024-11-22 cs.LG cs.AI 50%

Generating Realistic Adversarial Examples for Business Processes using Variational Autoencoders

Alexander Stevens, Jari Peeperkorn, Johannes De Smedt, Jochen De Weerdt

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

2411.13344 2024-11-21 eess.SY cs.SY 50%

Abstracted Model Reduction: A General Framework for Efficient Interconnected System Reduction

Luuk Poort, Lars A. L. Janssen, Bart Besselink, Rob H. B. Fey, Nathan van de Wouw

专题命中通用世界模型：environment model(abstract)；dynamics model(abstract)

Comments 16 pages, 13 figures, to appear in IEEE Transactions on Control Systems Technology

2411.12747 2024-11-21 q-fin.TR cs.AI cs.CE cs.LG 50%

A Survey of Financial AI: Architectures, Advances and Open Challenges

Junhua Liu

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

Comments Full list of papers and summary slides are available at: https://github.com/junhua/awesome-finance-ai-papers

2411.11249 2024-11-19 cs.LG cs.AI 50%

EXCON: Extreme Instance-based Contrastive Representation Learning of Severely Imbalanced Multivariate Time Series for Solar Flare Prediction

Onur Vural, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi

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

Comments This work has been accepted at the 2024 IEEE International Conference on Big Data (IEEE BigData 2024) on October 27, 2024, as a main conference paper

2404.13812 2024-11-13 cs.SI cs.AI cs.IR cs.LG 50%

A Comparative Study on Enhancing Prediction in Social Network Advertisement through Data Augmentation

Qikai Yang, Panfeng Li, Xinhe Xu, Zhicheng Ding, Wenjing Zhou, Yi Nian

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

Comments Accepted by 2024 4th International Conference on Machine Learning and Intelligent Systems Engineering (MLISE)

Journal ref Proceedings of the 2024 4th International Conference on Machine Learning and Intelligent Systems Engineering (MLISE), 2024, pp. 214-218

2404.14441 2024-11-12 cs.CV cs.AI cs.LG eess.IV 50%

Optimizing Contrail Detection: A Deep Learning Approach with EfficientNet-b4 Encoding

Qunwei Lin, Qian Leng, Zhicheng Ding, Chao Yan, Xiaonan Xu

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

2411.05900 2024-11-12 cs.CV cs.LG 50%

Enhancing Cardiovascular Disease Prediction through Multi-Modal Self-Supervised Learning

Francesco Girlanda, Olga Demler, Bjoern Menze, Neda Davoudi

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

Comments Accepted to British Machine Vision Conference (BMVC) 2024

2406.05745 2024-10-31 stat.ML cs.AI cs.LG 50%

Structured Learning of Compositional Sequential Interventions

Jialin Yu, Andreas Koukorinis, Nicolò Colombo, Yuchen Zhu, Ricardo Silva

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

Comments Camera ready version (NeurIPS 2024)

1902.09948 2024-10-30 cs.AI cs.RO cs.SY eess.SY 50%

Autonomous Identification and Goal-Directed Invocation of Event-Predictive Behavioral Primitives

Christian Gumbsch, Martin V. Butz, Georg Martius

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

Comments This work has been submitted to the IEEE for possible publication

2410.21670 2024-10-30 cs.LG cs.AI cs.CL stat.ML 50%

Sequential choice in ordered bundles

Rajeev Kohli, Kriste Krstovski, Hengyu Kuang, Hengxu Lin

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

2410.21286 2024-10-30 cs.MA cs.AI 50%

OpenCity: A Scalable Platform to Simulate Urban Activities with Massive LLM Agents

Yuwei Yan, Qingbin Zeng, Zhiheng Zheng, Jingzhe Yuan, Jie Feng, Jun Zhang, Fengli Xu, Yong Li

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

2405.16075 2024-10-30 cs.LG cs.AI 50%

Continuous Temporal Domain Generalization

Zekun Cai, Guangji Bai, Renhe Jiang, Xuan Song, Liang Zhao

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

Comments Accepted by NeurIPS 2024

2410.19922 2024-10-29 cs.LG cs.AI q-bio.GN 50%

Disentangling Genotype and Environment Specific Latent Features for Improved Trait Prediction using a Compositional Autoencoder

Anirudha Powadi, Talukder Zaki Jubery, Michael C. Tross, James C. Schnable, Baskar Ganapathysubramanian

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

2410.19025 2024-10-28 cs.LG cs.AI 50%

Large Language Models for Financial Aid in Financial Time-series Forecasting

Md Khairul Islam, Ayush Karmacharya, Timothy Sue, Judy Fox

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

Comments GitHub link MLSys/Financial-Time-Series" target="_blank" rel="noopener">https://github.com/UVA-MLSys/Financial-Time-Series

2310.16646 2024-10-28 cs.LG 50%

Model predictive control-based value estimation for efficient reinforcement learning

Qizhen Wu, Kexin Liu, Lei Chen

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

Journal ref in IEEE Intelligent Systems, vol. 39, no. 3, pp. 63-72, May-June 2024

2410.15423 2024-10-22 cs.AI cs.LG 50%

Power Plays: Unleashing Machine Learning Magic in Smart Grids

Abdur Rashid, Parag Biswas, abdullah al masum, MD Abdullah Al Nasim, Kishor Datta Gupta

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

Comments 16 pages, 1 figure

2410.01820 2024-10-22 cs.CV cs.AI 50%

PixelBytes: Catching Unified Representation for Multimodal Generation

Fabien Furfaro

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

Comments 12 pages, 4 figures

2410.09579 2024-10-15 cs.LG cs.AI cs.NE 50%

Structure of Artificial Neural Networks -- Empirical Investigations

Julian Stier

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

Comments PhD thesis

1. 通用世界模型 4335 篇

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

Fair Knowledge Tracing in Second Language Acquisition

Optimizing Fintech Marketing: A Comparative Study of Logistic Regression and XGBoost

Climate Aware Deep Neural Networks (CADNN) for Wind Power Simulation

RadEdit: stress-testing biomedical vision models via diffusion image editing

Brain Tumour Removing and Missing Modality Generation using 3D WDM

Generating Realistic Adversarial Examples for Business Processes using Variational Autoencoders

Abstracted Model Reduction: A General Framework for Efficient Interconnected System Reduction

A Survey of Financial AI: Architectures, Advances and Open Challenges

EXCON: Extreme Instance-based Contrastive Representation Learning of Severely Imbalanced Multivariate Time Series for Solar Flare Prediction

A Comparative Study on Enhancing Prediction in Social Network Advertisement through Data Augmentation

Optimizing Contrail Detection: A Deep Learning Approach with EfficientNet-b4 Encoding

Enhancing Cardiovascular Disease Prediction through Multi-Modal Self-Supervised Learning

Structured Learning of Compositional Sequential Interventions

Autonomous Identification and Goal-Directed Invocation of Event-Predictive Behavioral Primitives

Sequential choice in ordered bundles

OpenCity: A Scalable Platform to Simulate Urban Activities with Massive LLM Agents

Continuous Temporal Domain Generalization

Disentangling Genotype and Environment Specific Latent Features for Improved Trait Prediction using a Compositional Autoencoder

Large Language Models for Financial Aid in Financial Time-series Forecasting

Model predictive control-based value estimation for efficient reinforcement learning

Power Plays: Unleashing Machine Learning Magic in Smart Grids

PixelBytes: Catching Unified Representation for Multimodal Generation

Structure of Artificial Neural Networks -- Empirical Investigations