世界模型 - arXivDaily 专题

2312.07814 2023-12-14 cs.CV cs.AI 50%

A Foundational Multimodal Vision Language AI Assistant for Human Pathology

Ming Y. Lu, Bowen Chen, Drew F. K. Williamson, Richard J. Chen, Kenji Ikamura, Georg Gerber, Ivy Liang, Long Phi Le, Tong Ding, Anil V Parwani, Faisal Mahmood

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

2312.00794 2023-12-05 cs.CV cs.AI cs.CY cs.LG stat.AP 50%

Informative Priors Improve the Reliability of Multimodal Clinical Data Classification

L. Julian Lechuga Lopez, Tim G. J. Rudner, Farah E. Shamout

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

Comments Published in ML4H 2023 Findings Track Collection

2211.15646 2023-11-30 stat.ML cs.CV cs.LG 50%

Beyond Invariance: Test-Time Label-Shift Adaptation for Distributions with "Spurious" Correlations

Qingyao Sun, Kevin Murphy, Sayna Ebrahimi, Alexander D'Amour

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

Comments 24 pages, 7 figures

2311.13087 2023-11-23 cs.LG cs.AI 50%

Predict-Then-Optimize by Proxy: Learning Joint Models of Prediction and Optimization

James Kotary, Vincenzo Di Vito, Jacob Christopher, Pascal Van Hentenryck, Ferdinando Fioretto

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

2311.10500 2023-11-23 cs.LG cs.AI cs.CR 50%

From Principle to Practice: Vertical Data Minimization for Machine Learning

Robin Staab, Nikola Jovanović, Mislav Balunović, Martin Vechev

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

Comments Accepted at IEEE S&P 2024

2306.02652 2023-10-31 cs.LG cs.AI stat.ML 50%

Towards Anytime Classification in Early-Exit Architectures by Enforcing Conditional Monotonicity

Metod Jazbec, James Urquhart Allingham, Dan Zhang, Eric Nalisnick

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

Comments NeurIPS 2023

2109.03501 2023-10-26 cs.LG cs.AI 50%

How do I update my model? On the resilience of Predictive Process Monitoring models to change

Williams Rizzi, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi

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

Journal ref Knowl. Inf. Syst. 64(5): 1385-1416 (2022)

2307.16786 2023-10-24 cs.RO 50%

Recovery Policies for Safe Exploration of Lunar Permanently Shadowed Regions by a Solar-Powered Rover

Olivier Lamarre, Shantanu Malhotra, Jonathan Kelly

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

Comments In Acta Astronautica, vol. 213, pp. 708-724, Dec. 2023

2310.09123 2023-10-16 stat.ML cs.LG 50%

Automatic Music Playlist Generation via Simulation-based Reinforcement Learning

Federico Tomasi, Joseph Cauteruccio, Surya Kanoria, Kamil Ciosek, Matteo Rinaldi, Zhenwen Dai

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

Comments 10 pages. KDD 23

2310.03753 2023-10-09 eess.SP cs.AI cs.LG 50%

ECGNet: A generative adversarial network (GAN) approach to the synthesis of 12-lead ECG signals from single lead inputs

Max Bagga, Hyunbae Jeon, Alex Issokson

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

2309.06882 2023-09-14 cs.LG cs.CV cs.IR 50%

ProMap: Datasets for Product Mapping in E-commerce

Kateřina Macková, Martin Pilát

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

2309.03064 2023-09-07 cs.CL cs.AI cs.CV 50%

A Multimodal Analysis of Influencer Content on Twitter

Danae Sánchez Villegas, Catalina Goanta, Nikolaos Aletras

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

Comments Accepted at AACL 2023

2309.02641 2023-09-07 cs.LG cs.AI 50%

TFBEST: Dual-Aspect Transformer with Learnable Positional Encoding for Failure Prediction

Rohan Mohapatra, Saptarshi Sengupta

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

Comments 9 pages, 6 figures, 2 tables

2302.03023 2023-09-06 cs.CV cs.LG cs.NE q-bio.NC 50%

V1T: large-scale mouse V1 response prediction using a Vision Transformer

Bryan M. Li, Isabel M. Cornacchia, Nathalie L. Rochefort, Arno Onken

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

Comments updated references and added link to code repository; add analysis on generalization and visualize aRFs; updated with TMLR publication

2308.15094 2023-08-30 cs.CV cs.LG stat.AP stat.ML 50%

Group-Conditional Conformal Prediction via Quantile Regression Calibration for Crop and Weed Classification

Paul Melki, Lionel Bombrun, Boubacar Diallo, Jérôme Dias, Jean-Pierre da Costa

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

Journal ref 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), IEEE/CVF, Oct 2023, Paris, France

2308.11013 2023-08-23 cs.LG cs.AI stat.AP 50%

Personalized Event Prediction for Electronic Health Records

Jeong Min Lee, Milos Hauskrecht

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

Comments arXiv admin note: text overlap with arXiv:2104.01787

Journal ref Artificial Intelligence in Medicine, Volume 143, 2023, 102620, ISSN 0933-3657

2308.07198 2023-08-15 cs.LG cs.AI cs.PL 50%

Explaining Black-Box Models through Counterfactuals

Patrick Altmeyer, Arie van Deursen, Cynthia C. S. Liem

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

Comments 13 pages, 9 figures, originally published in The Proceedings of the JuliaCon Conferences (JCON)

Journal ref JuliaCon Proceedings, 1(1), 130 (2023)

2308.05471 2023-08-11 cs.LG 50%

Provably Efficient Algorithm for Nonstationary Low-Rank MDPs

Yuan Cheng, Jing Yang, Yingbin Liang

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

2308.00678 2023-08-02 q-bio.NC cs.AI cs.CV 50%

Applicability of scaling laws to vision encoding models

Takuya Matsuyama, Kota S Sasaki, Shinji Nishimoto

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

Comments 7 pages, 3 figures

2206.12672 2023-07-31 cs.LG cs.AI 50%

SKTR: Trace Recovery from Stochastically Known Logs

Eli Bogdanov, Izack Cohen, Avigdor Gal

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

Comments Submitted version -- Accepted to the 5th International Conference on Process Mining (ICPM), 2023

2307.06970 2023-07-17 cs.LG cs.AI math.OC 50%

Machine Learning-Assisted Pattern Recognition Algorithms for Estimating Ultimate Tensile Strength in Fused Deposition Modeled Polylactic Acid Specimens

Akshansh Mishra, Vijaykumar S Jatti

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

2306.02312 2023-07-11 cs.LG cs.AI 50%

(Un)reasonable Allure of Ante-hoc Interpretability for High-stakes Domains: Transparency Is Necessary but Insufficient for Comprehensibility

Kacper Sokol, Julia E. Vogt

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

Comments Workshop on Interpretable ML in Healthcare at 2023 International Conference on Machine Learning (ICML)

2307.01202 2023-07-06 cs.LG cs.AI cs.CL cs.DL 50%

Predictive Patentomics: Forecasting Innovation Success and Valuation with ChatGPT

Stephen Yang

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

Comments 37 pages, 2 figures

2304.02836 2023-07-03 eess.IV cs.CV cs.LG 50%

Longitudinal Multimodal Transformer Integrating Imaging and Latent Clinical Signatures From Routine EHRs for Pulmonary Nodule Classification

Thomas Z. Li, John M. Still, Kaiwen Xu, Ho Hin Lee, Leon Y. Cai, Aravind R. Krishnan, Riqiang Gao, Mirza S. Khan, Sanja Antic, Michael Kammer, Kim L. Sandler, Fabien Maldonado, Bennett A. Landman, Thomas A. Lasko

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 MICCAI 2023

2306.06193 2023-06-14 cs.LG cs.AI cs.CY 50%

Consistent Explanations in the Face of Model Indeterminacy via Ensembling

Dan Ley, Leonard Tang, Matthew Nazari, Hongjin Lin, Suraj Srinivas, Himabindu Lakkaraju

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

2306.04874 2023-06-09 cs.CL cs.AI cs.CR cs.LG 50%

Expanding Scope: Adapting English Adversarial Attacks to Chinese

Hanyu Liu, Chengyuan Cai, Yanjun Qi

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

Comments 11 pages; in ACL23 TrustNLP 2023: TrustNLP: Third Workshop on Trustworthy Natural Language Processing Colocated with the Annual Conference of the Association for Computational Linguistics (ACL 2023)

2303.01513 2023-06-07 cs.LG cs.AI 50%

Safe AI for health and beyond -- Monitoring to transform a health service

Mahed Abroshan, Michael Burkhart, Oscar Giles, Sam Greenbury, Zoe Kourtzi, Jack Roberts, Mihaela van der Schaar, Jannetta S Steyn, Alan Wilson, May Yong

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

2306.00790 2023-06-02 cs.AI cs.LO cs.MA 50%

Knowledge-based Reasoning and Learning under Partial Observability in Ad Hoc Teamwork

Hasra Dodampegama, Mohan Sridharan

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

Comments 17 pages, 3 Figures

2305.16346 2023-05-29 cs.LG cs.AI 50%

Artificial Intelligence-Based Methods for Precision Medicine: Diabetes Risk Prediction

Farida Mohsen, Hamada R. H. Al-Absi, Noha A. Yousri, Nady El Hajj, Zubair Shah

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

2305.07854 2023-05-19 cs.LG cs.AI 50%

A Federated Learning-based Industrial Health Prognostics for Heterogeneous Edge Devices using Matched Feature Extraction

Anushiya Arunan, Yan Qin, Xiaoli Li, Chau Yuen

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

Comments 17 pages, 11 figures, and 6 tables

Journal ref Aeecpted by IEEE TASE 2023

1. 通用世界模型 4335 篇

A Foundational Multimodal Vision Language AI Assistant for Human Pathology

Informative Priors Improve the Reliability of Multimodal Clinical Data Classification

Beyond Invariance: Test-Time Label-Shift Adaptation for Distributions with "Spurious" Correlations

Predict-Then-Optimize by Proxy: Learning Joint Models of Prediction and Optimization

From Principle to Practice: Vertical Data Minimization for Machine Learning

Towards Anytime Classification in Early-Exit Architectures by Enforcing Conditional Monotonicity

How do I update my model? On the resilience of Predictive Process Monitoring models to change

Recovery Policies for Safe Exploration of Lunar Permanently Shadowed Regions by a Solar-Powered Rover

Automatic Music Playlist Generation via Simulation-based Reinforcement Learning

ECGNet: A generative adversarial network (GAN) approach to the synthesis of 12-lead ECG signals from single lead inputs

ProMap: Datasets for Product Mapping in E-commerce

A Multimodal Analysis of Influencer Content on Twitter

TFBEST: Dual-Aspect Transformer with Learnable Positional Encoding for Failure Prediction

V1T: large-scale mouse V1 response prediction using a Vision Transformer

Group-Conditional Conformal Prediction via Quantile Regression Calibration for Crop and Weed Classification

Personalized Event Prediction for Electronic Health Records

Explaining Black-Box Models through Counterfactuals

Provably Efficient Algorithm for Nonstationary Low-Rank MDPs

Applicability of scaling laws to vision encoding models

SKTR: Trace Recovery from Stochastically Known Logs

Machine Learning-Assisted Pattern Recognition Algorithms for Estimating Ultimate Tensile Strength in Fused Deposition Modeled Polylactic Acid Specimens

(Un)reasonable Allure of Ante-hoc Interpretability for High-stakes Domains: Transparency Is Necessary but Insufficient for Comprehensibility

Predictive Patentomics: Forecasting Innovation Success and Valuation with ChatGPT

Longitudinal Multimodal Transformer Integrating Imaging and Latent Clinical Signatures From Routine EHRs for Pulmonary Nodule Classification

Consistent Explanations in the Face of Model Indeterminacy via Ensembling

Expanding Scope: Adapting English Adversarial Attacks to Chinese

Safe AI for health and beyond -- Monitoring to transform a health service

Knowledge-based Reasoning and Learning under Partial Observability in Ad Hoc Teamwork

Artificial Intelligence-Based Methods for Precision Medicine: Diabetes Risk Prediction

A Federated Learning-based Industrial Health Prognostics for Heterogeneous Edge Devices using Matched Feature Extraction