世界模型 - arXivDaily 专题

2201.10774 2022-07-14 cs.LG 50%

Competition over data: how does data purchase affect users?

Yongchan Kwon, Antonio Ginart, James Zou

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

2207.04113 2022-07-12 cs.LG cs.AI 50%

Seasonal Encoder-Decoder Architecture for Forecasting

Avinash Achar, Soumen Pachal

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

2207.03635 2022-07-11 cs.LG 50%

Information-Gathering in Latent Bandits

Alexander Galozy, Slawomir Nowaczyk

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

2207.02799 2022-07-07 cs.LG cs.AI cs.CE q-fin.ST stat.AP 50%

A multi-task network approach for calculating discrimination-free insurance prices

Mathias Lindholm, Ronald Richman, Andreas Tsanakas, Mario V. Wüthrich

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

Comments 23 pages, 7 figures

2206.07745 2022-06-17 cs.AI cs.LG 50%

When to intervene? Prescriptive Process Monitoring Under Uncertainty and Resource Constraints

Mahmoud Shoush, Marlon Dumas

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

Comments BPM 2022 (20th International Conference on Business Process Management)

2008.10086 2022-06-17 cs.AI cs.CY cs.LG 50%

Learning Models of Individual Behavior in Chess

Reid McIlroy-Young, Russell Wang, Siddhartha Sen, Jon Kleinberg, Ashton Anderson

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, 11 figures, 5 tables, Published in the Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2022), Code https://github.com/CSSLab/maia-individual

2206.04909 2022-06-13 cs.AI 50%

ABCDE: An Agent-Based Cognitive Development Environment

Jieyi Ye, Jiafei Duan, Samson Yu, Bihan Wen, Cheston Tan

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

Comments Accepted to CVPRW 2022,Embodied AI Workshop (Extended Abstract)

2206.02555 2022-06-07 cs.LG cs.AI 50%

Dynaformer: A Deep Learning Model for Ageing-aware Battery Discharge Prediction

Luca Biggio, Tommaso Bendinelli, Chetan Kulkarni, Olga Fink

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

2104.12717 2022-05-27 cs.AI cs.LG 50%

TrustyAI Explainability Toolkit

Rob Geada, Tommaso Teofili, Rui Vieira, Rebecca Whitworth, Daniele Zonca

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

2205.11101 2022-05-24 cs.LG cs.AI 50%

FL Games: A federated learning framework for distribution shifts

Sharut Gupta, Kartik Ahuja, Mohammad Havaei, Niladri Chatterjee, Yoshua Bengio

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

2204.04085 2022-05-19 cs.CE cs.AI cs.LG cs.NE 50%

Predicting Berth Stay for Tanker Terminals: A Systematic and Dynamic Approach

Deqing Zhai, Xiuju Fu, Xiao Feng Yin, Haiyan Xu, Wanbing Zhang

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

2109.01419 2022-04-26 cs.LG cs.AI 50%

Building Interpretable Models for Business Process Prediction using Shared and Specialised Attention Mechanisms

Bemali Wickramanayake, Zhipeng He, Chun Ouyang, Catarina Moreira, Yue Xu, Renuka Sindhgatta

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

Comments Accepted manuscripts; 40 pages, 22 figures, 13 tables

2204.10222 2022-04-22 cs.LG cs.AI 50%

Learning spatiotemporal features from incomplete data for traffic flow prediction using hybrid deep neural networks

Mehdi Mehdipour Ghazi, Amin Ramezani, Mehdi Siahi, Mostafa Mehdipour Ghazi

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

2010.11991 2022-04-21 cs.RO eess.SP 50%

Atlas Fusion -- Modern Framework for Autonomous Agent Sensor Data Fusion

Adam Ligocki, Ales Jelinek, Ludek Zalud

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

Comments 6 pages

Journal ref ELECTRO 2022

2203.14195 2022-03-29 cs.LG cs.AI cs.CV 50%

How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective

Yimeng Zhang, Yuguang Yao, Jinghan Jia, Jinfeng Yi, Mingyi Hong, Shiyu Chang, Sijia Liu

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

Comments Accepted as ICLR'22 Spotlight Paper

2203.05759 2022-03-14 cs.CV cs.LG eess.IV 50%

Federated Remote Physiological Measurement with Imperfect Data

Xin Liu, Mingchuan Zhang, Ziheng Jiang, Shwetak Patel, Daniel McDuff

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

1904.08479 2022-02-23 cs.CV cs.LG stat.ML 50%

An Ensemble of Epoch-wise Empirical Bayes for Few-shot Learning

Yaoyao Liu, Bernt Schiele, Qianru Sun

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

2202.10453 2022-02-23 cs.CV cs.LG cs.MM cs.SD eess.AS 50%

Predicting emotion from music videos: exploring the relative contribution of visual and auditory information to affective responses

Phoebe Chua, Dimos Makris, Dorien Herremans, Gemma Roig, Kat Agres

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

Comments 16 pages with 9 figures

2201.12311 2022-01-31 cs.LG cs.CV 50%

REET: Robustness Evaluation and Enhancement Toolbox for Computational Pathology

Alex Foote, Amina Asif, Nasir Rajpoot, Fayyaz Minhas

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

2201.07888 2022-01-21 eess.SP cs.AI cs.LG cs.SY eess.SY 50%

Adaptive Energy Management for Self-Sustainable Wearables in Mobile Health

Dina Hussein, Ganapati Bhat, Janardhan Rao Doppa

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

Comments To be presented at AAAI 2022

2201.07227 2022-01-20 eess.IV cs.CV cs.LG 50%

Explainable Ensemble Machine Learning for Breast Cancer Diagnosis based on Ultrasound Image Texture Features

Alireza Rezazadeh, Yasamin Jafarian, Ali Kord

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

2201.06717 2022-01-19 cs.LG cs.AI 50%

GTrans: Spatiotemporal Autoregressive Transformer with Graph Embeddings for Nowcasting Extreme Events

Bo Feng, Geoffrey Fox

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

2107.13782 2022-01-19 cs.LG cs.AI 50%

Multimodal Co-learning: Challenges, Applications with Datasets, Recent Advances and Future Directions

Anil Rahate, Rahee Walambe, Sheela Ramanna, Ketan Kotecha

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

Comments This is published in Information Fusion Journal and published copy can be downloaded from https://authors.elsevier.com/c/1eIVS5a7-Gls0Y for 50 days. https://www.sciencedirect.com/science/article/pii/S1566253521002530

Journal ref Information Fusion 81(2022) 203-239

2101.04086 2022-01-11 cs.LG cs.AI 50%

System Design for a Data-driven and Explainable Customer Sentiment Monitor

An Nguyen, Stefan Foerstel, Thomas Kittler, Andrey Kurzyukov, Leo Schwinn, Dario Zanca, Tobias Hipp, Da Jun Sun, Michael Schrapp, Eva Rothgang, Bjoern Eskofier

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 9 (2021): 117140-117152

2201.02058 2022-01-07 cs.LG cs.CL 50%

Sales Time Series Analytics Using Deep Q-Learning

Bohdan M. Pavlyshenko

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

2105.01159 2022-01-03 cs.AI cs.LG 50%

Synthesizing time-series wound prognosis factors from electronic medical records using generative adversarial networks

Farnaz H. Foomani, D. M. Anisuzzaman, Jeffrey Niezgoda, Jonathan Niezgoda, William Guns, Sandeep Gopalakrishnan, Zeyun Yu

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

Comments 20 pages, 5 figures, 5 tables

2112.09668 2021-12-20 cs.LG cs.AI cs.CV 50%

Deep Learning for Spatiotemporal Modeling of Urbanization

Tang Li, Jing Gao, Xi Peng

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

Comments Accepted by NeurIPS 2021 MLPH (Machine Learning in Public Health) Workshop; Best Paper Awarded by NeurIPS 2021 MLPH (Machine Learning in Public Health) Workshop

2106.04751 2021-12-07 cs.LG cs.AI 50%

Self-Supervised Graph Learning with Hyperbolic Embedding for Temporal Health Event Prediction

Chang Lu, Chandan K. Reddy, Yue Ning

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

Comments \c{opyright} 20XX IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

2109.06711 2021-11-30 cs.LG cs.AI 50%

COVID-Net Clinical ICU: Enhanced Prediction of ICU Admission for COVID-19 Patients via Explainability and Trust Quantification

Audrey Chung, Mahmoud Famouri, Andrew Hryniowski, Alexander Wong

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

Comments 5 pages

2111.00592 2021-11-02 cs.LG cs.AI 50%

Unsupervised Learning to Subphenotype Delirium Patients from Electronic Health Records

Yiqing Zhao, Yuan Luo

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

Competition over data: how does data purchase affect users?

Seasonal Encoder-Decoder Architecture for Forecasting

Information-Gathering in Latent Bandits

A multi-task network approach for calculating discrimination-free insurance prices

When to intervene? Prescriptive Process Monitoring Under Uncertainty and Resource Constraints

Learning Models of Individual Behavior in Chess

ABCDE: An Agent-Based Cognitive Development Environment

Dynaformer: A Deep Learning Model for Ageing-aware Battery Discharge Prediction

TrustyAI Explainability Toolkit

FL Games: A federated learning framework for distribution shifts

Predicting Berth Stay for Tanker Terminals: A Systematic and Dynamic Approach

Building Interpretable Models for Business Process Prediction using Shared and Specialised Attention Mechanisms

Learning spatiotemporal features from incomplete data for traffic flow prediction using hybrid deep neural networks

Atlas Fusion -- Modern Framework for Autonomous Agent Sensor Data Fusion

How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective

Federated Remote Physiological Measurement with Imperfect Data

An Ensemble of Epoch-wise Empirical Bayes for Few-shot Learning

Predicting emotion from music videos: exploring the relative contribution of visual and auditory information to affective responses

REET: Robustness Evaluation and Enhancement Toolbox for Computational Pathology

Adaptive Energy Management for Self-Sustainable Wearables in Mobile Health

Explainable Ensemble Machine Learning for Breast Cancer Diagnosis based on Ultrasound Image Texture Features

GTrans: Spatiotemporal Autoregressive Transformer with Graph Embeddings for Nowcasting Extreme Events

Multimodal Co-learning: Challenges, Applications with Datasets, Recent Advances and Future Directions

System Design for a Data-driven and Explainable Customer Sentiment Monitor

Sales Time Series Analytics Using Deep Q-Learning

Synthesizing time-series wound prognosis factors from electronic medical records using generative adversarial networks

Deep Learning for Spatiotemporal Modeling of Urbanization

Self-Supervised Graph Learning with Hyperbolic Embedding for Temporal Health Event Prediction

COVID-Net Clinical ICU: Enhanced Prediction of ICU Admission for COVID-19 Patients via Explainability and Trust Quantification

Unsupervised Learning to Subphenotype Delirium Patients from Electronic Health Records