世界模型 - arXivDaily 专题

2209.03630 2022-09-09 cs.RO cs.NI 50%

Enabling Connectivity for Automated Mobility: A Novel MQTT-based Interface Evaluated in a 5G Case Study on Edge-Cloud Lidar Object Detection

Lennart Reiher, Bastian Lampe, Timo Woopen, Raphael van Kempen, Till Beemelmanns, Lutz Eckstein

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

2209.02010 2022-09-07 cs.RO cs.AI cs.LG 50%

On the Origins of Self-Modeling

Robert Kwiatkowski, Yuhang Hu, Boyuan Chen, Hod Lipson

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

Comments arXiv admin note: substantial text overlap with arXiv:1910.01994

2208.14352 2022-08-31 eess.IV cs.CV cs.LG 50%

On the Automated Segmentation of Epicardial and Mediastinal Cardiac Adipose Tissues Using Classification Algorithms

Érick Oliveira Rodrigues, Felipe Fernandes Cordeiro de Morais, Aura Conci

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

Journal ref MEDINFO 2015: eHealth-enabled Health

2203.05174 2022-08-30 q-bio.OT cs.AI cs.LG 50%

Assessing Phenotype Definitions for Algorithmic Fairness

Tony Y. Sun, Shreyas Bhave, Jaan Altosaar, Noémie Elhadad

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

Comments American Medical Informatics Association (AMIA) 2022 - Accepted paper and presentation Conference on Health, Inference, and Learning (CHIL) 2022 - Invited non-archival presentation

2109.02137 2022-08-17 cs.CV cs.AI 50%

Efficient Action Recognition Using Confidence Distillation

Shervin Manzuri Shalmani, Fei Chiang, Rong Zheng

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

2207.13583 2022-07-28 cs.AI cs.NE 50%

Towards the Neuroevolution of Low-level Artificial General Intelligence

Sidney Pontes-Filho, Kristoffer Olsen, Anis Yazidi, Michael A. Riegler, Pål Halvorsen, Stefano Nichele

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

Comments 18 pages, 14 figures

2207.07689 2022-07-19 cs.LG cs.AI 50%

Strict baselines for Covid-19 forecasting and ML perspective for USA and Russia

Alexander G. Sboev, Nikolay A. Kudryshov, Ivan A. Moloshnikov, Saveliy V. Zavertyaev, Aleksandr V. Naumov, Roman B. Rybka

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

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

1. 通用世界模型 4335 篇

Enabling Connectivity for Automated Mobility: A Novel MQTT-based Interface Evaluated in a 5G Case Study on Edge-Cloud Lidar Object Detection

On the Origins of Self-Modeling

On the Automated Segmentation of Epicardial and Mediastinal Cardiac Adipose Tissues Using Classification Algorithms

Assessing Phenotype Definitions for Algorithmic Fairness

Efficient Action Recognition Using Confidence Distillation

Towards the Neuroevolution of Low-level Artificial General Intelligence

Strict baselines for Covid-19 forecasting and ML perspective for USA and Russia

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