世界模型 - arXivDaily 专题

2005.13766 2020-08-04 cs.NE cs.AI cs.LG 50%

From Prediction to Prescription: Evolutionary Optimization of Non-Pharmaceutical Interventions in the COVID-19 Pandemic

Risto Miikkulainen, Olivier Francon, Elliot Meyerson, Xin Qiu, Elisa Canzani, Babak Hodjat

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

2007.08631 2020-07-20 cs.LG cs.CV 50%

Explainable Deep Learning for Uncovering Actionable Scientific Insights for Materials Discovery and Design

Shusen Liu, Bhavya Kailkhura, Jize Zhang, Anna M. Hiszpanski, Emily Robertson, Donald Loveland, T. Yong-Jin Han

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

2006.13352 2020-07-06 cs.CV cs.LG 50%

Rethinking Distributional Matching Based Domain Adaptation

Bo Li, Yezhen Wang, Tong Che, Shanghang Zhang, Sicheng Zhao, Pengfei Xu, Wei Zhou, Yoshua Bengio, Kurt Keutzer

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

Comments Preprint version

1909.13231 2020-07-03 cs.LG cs.CV stat.ML 50%

Test-Time Training with Self-Supervision for Generalization under Distribution Shifts

Yu Sun, Xiaolong Wang, Zhuang Liu, John Miller, Alexei A. Efros, Moritz Hardt

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

Comments ICML 2020

2006.16866 2020-07-01 cs.CV cs.LG eess.IV 50%

Rapid Response Crop Maps in Data Sparse Regions

Hannah Kerner, Gabriel Tseng, Inbal Becker-Reshef, Catherine Nakalembe, Brian Barker, Blake Munshell, Madhava Paliyam, Mehdi Hosseini

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

Comments Presented at KDD 2020 Humanitarian Mapping Workshop

2006.16533 2020-07-01 cs.CV cs.LG 50%

Actionable Attribution Maps for Scientific Machine Learning

Shusen Liu, Bhavya Kailkhura, Jize Zhang, Anna M. Hiszpanski, Emily Robertson, Donald Loveland, T. Yong-Jin Han

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

2006.14865 2020-06-29 cs.CV cs.GR cs.LG 50%

RPM-Net: Recurrent Prediction of Motion and Parts from Point Cloud

Zihao Yan, Ruizhen Hu, Xingguang Yan, Luanmin Chen, Oliver van Kaick, Hao Zhang, Hui Huang

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 SIGGRAPH Asia 2019, project page at https://vcc.tech/research/2019/RPMNet

Journal ref ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia), volume 38, number 6, pages 240:1--240:15, year 2019

1909.03276 2020-06-25 cs.LG cs.AI cs.IR stat.ML 50%

Adaptive Factorization Network: Learning Adaptive-Order Feature Interactions

Weiyu Cheng, Yanyan Shen, Linpeng Huang

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 AAAI'20

2006.07461 2020-06-16 cs.LG cs.AI stat.ML 50%

Learning Causal Models Online

Khurram Javed, Martha White, Yoshua Bengio

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

Comments Spurious features, causal models, online learning, random search, non-iid

2005.08431 2020-05-19 eess.IV cs.CV cs.LG stat.ML 50%

Deep Learning and Bayesian Deep Learning Based Gender Prediction in Multi-Scale Brain Functional Connectivity

Gengyan Zhao, Gyujoon Hwang, Cole J. Cook, Fang Liu, Mary E. Meyerand, Rasmus M. Birn

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

Comments 40 pages, 10 figures

2005.05069 2020-05-12 cs.LG cs.AI 50%

Transfer Learning and Online Learning for Traffic Forecasting under Different Data Availability Conditions: Alternatives and Pitfalls

Eric L. Manibardo, Ibai Laña, Javier Del Ser

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

Comments Conference paper at ITSC 2020

2003.00875 2020-04-29 cs.CV cs.LG eess.IV q-bio.QM stat.ML 50%

Predicting TUG score from gait characteristics with video analysis and machine learning

Jian Ma

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

Comments Experimental results and discussion are revised. The code for estimating copula entropy is available at https://github.com/majianthu/copent

2003.12012 2020-03-27 eess.SP cs.AI cs.LG stat.AP stat.ML 50%

TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications

Kaiping Zheng, Shaofeng Cai, Horng Ruey Chua, Wei Wang, Kee Yuan Ngiam, Beng Chin Ooi

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

Comments A version of this preprint will appear in ACM SIGMOD 2020

1905.11190 2020-03-02 cs.LG cs.AI cs.LO stat.ML 50%

Model-Agnostic Counterfactual Explanations for Consequential Decisions

Amir-Hossein Karimi, Gilles Barthe, Borja Balle, Isabel Valera

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

2002.11879 2020-02-28 stat.ML cs.LG 50%

State-only Imitation with Transition Dynamics Mismatch

Tanmay Gangwani, Jian Peng

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

Comments ICLR 2020 camera-ready

2001.06921 2020-02-03 cs.AI 50%

A Survey of Reinforcement Learning Techniques: Strategies, Recent Development, and Future Directions

Amit Kumar Mondal

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

Comments This submission has been withdrawn by arXiv administrators as the second author was added without their knowledge or consent

2001.08656 2020-01-24 cs.AI cs.HC cs.LG 50%

I Feel I Feel You: A Theory of Mind Experiment in Games

David Melhart, Georgios N. Yannakakis, Antonios Liapis

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

Comments Accepted manuscript for the KI-Kunstliche Intelligenz special issue on Artificial Intelligence in Games

2001.05375 2020-01-16 cs.AI cs.CY cs.LG 50%

AAAI FSS-19: Human-Centered AI: Trustworthiness of AI Models and Data Proceedings

Florian Buettner, John Piorkowski, Ian McCulloh, Ulli Waltinger

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

Comments Proceedings for AAAI 2019 Fall Symposium Series - Human-centered AI: Trustworthiness of AI Models & Data

2001.00994 2020-01-07 cs.LG cs.CV cs.IR stat.ML 50%

Semi-supervised Classification using Attention-based Regularization on Coarse-resolution Data

Guruprasad Nayak, Rahul Ghosh, Xiaowei Jia, Varun Mithal, Vipin Kumar

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

Comments To appear in the proceedings of the SIAM International Conference on Data Mining (SDM20)

1912.08679 2019-12-19 eess.IV cs.CV cs.LG q-bio.QM 50%

Integration of Convolutional Neural Networks for Pulmonary Nodule Malignancy Assessment in a Lung Cancer Classification Pipeline

Ilaria Bonavita, Xavier Rafael-Palou, Mario Ceresa, Gemma Piella, Vicent Ribas, Miguel A. González Ballester

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

Comments 26 pages, 5 figures

Journal ref Computer Methods and Programs in Biomedicine, volume=185,number=105172, pages=1-9, year=2019, publisher=Elsevier

1912.07662 2019-12-18 cs.LG cs.AI stat.ML 50%

Graph Input Representations for Machine Learning Applications in Urban Network Analysis

Alessio Pagani, Abhinav Mehrotra, Mirco Musolesi

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

1904.08701 2019-12-06 cs.RO 50%

Fusion of Object Tracking and Dynamic Occupancy Grid Map

Nils Rexin, Marcel Musch, Klaus Dietmayer

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

Journal ref 2019 IEEE Intelligent Transportation Systems Conference (ITSC), Auckland, New Zealand, 2019, pp. 4121-4127

1909.09880 2019-09-24 cs.RO 50%

Language-guided Adaptive Perception with Hierarchical Symbolic Representations for Mobile Manipulators

Ethan Fahnestock, Siddharth Patki, Thomas M. Howard

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

Comments Presented at AI-HRI AAAI-FSS, 2019

1908.08873 2019-08-26 eess.IV cs.CV cs.LG 50%

Predicting knee osteoarthritis severity: comparative modeling based on patient's data and plain X-ray images

Jaynal Abedin, Joseph Antony, Kevin McGuinness, Kieran Moran, Noel E O'Connor, Dietrich Rebholz-Schuhmann, John Newell

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

Comments Published in Nature Scientific Reports, 2019

Journal ref Scientific reports 9, no. 1 (2019): 5761

1908.08019 2019-08-22 cs.NE cs.AI cs.LG 50%

Spiking Neural Networks and Online Learning: An Overview and Perspectives

Jesus L. Lobo, Javier Del Ser, Albert Bifet, Nikola Kasabov

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

1905.09397 2019-06-21 cs.LG cs.AI stat.ML 50%

Cognitive Model Priors for Predicting Human Decisions

David D. Bourgin, Joshua C. Peterson, Daniel Reichman, Thomas L. Griffiths, Stuart J. Russell

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

Comments ICML 2019

Journal ref Proceedings of the 36th International Conference on Machine Learning, PMLR 97:5133-5141, 2019

1809.07806 2019-06-17 stat.ML cs.AI cs.LG 50%

Understanding Behavior of Clinical Models under Domain Shifts

Jayaraman J. Thiagarajan, Deepta Rajan, Prasanna Sattigeri

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

1809.06219 2019-06-06 cs.CV cs.LG stat.ML 50%

Ensemble learning with 3D convolutional neural networks for connectome-based prediction

Meenakshi Khosla, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu

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

Comments 45 pages, 9 figures, 4 supplementary figures (To appear in Neuroimage)

1811.10990 2019-05-16 cs.CL cs.AI cs.LG stat.ML 50%

Generating Responses Expressing Emotion in an Open-domain Dialogue System

Chenyang Huang, Osmar R. Zaïane

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

1905.04610 2019-05-14 cs.LG cs.AI stat.ML 50%

Explainable AI for Trees: From Local Explanations to Global Understanding

Scott M. Lundberg, Gabriel Erion, Hugh Chen, Alex DeGrave, Jordan M. Prutkin, Bala Nair, Ronit Katz, Jonathan Himmelfarb, Nisha Bansal, Su-In Lee

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

From Prediction to Prescription: Evolutionary Optimization of Non-Pharmaceutical Interventions in the COVID-19 Pandemic

Explainable Deep Learning for Uncovering Actionable Scientific Insights for Materials Discovery and Design

Rethinking Distributional Matching Based Domain Adaptation

Test-Time Training with Self-Supervision for Generalization under Distribution Shifts

Rapid Response Crop Maps in Data Sparse Regions

Actionable Attribution Maps for Scientific Machine Learning

RPM-Net: Recurrent Prediction of Motion and Parts from Point Cloud

Adaptive Factorization Network: Learning Adaptive-Order Feature Interactions

Learning Causal Models Online

Deep Learning and Bayesian Deep Learning Based Gender Prediction in Multi-Scale Brain Functional Connectivity

Transfer Learning and Online Learning for Traffic Forecasting under Different Data Availability Conditions: Alternatives and Pitfalls

Predicting TUG score from gait characteristics with video analysis and machine learning

TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications

Model-Agnostic Counterfactual Explanations for Consequential Decisions

State-only Imitation with Transition Dynamics Mismatch

A Survey of Reinforcement Learning Techniques: Strategies, Recent Development, and Future Directions

I Feel I Feel You: A Theory of Mind Experiment in Games

AAAI FSS-19: Human-Centered AI: Trustworthiness of AI Models and Data Proceedings

Semi-supervised Classification using Attention-based Regularization on Coarse-resolution Data

Integration of Convolutional Neural Networks for Pulmonary Nodule Malignancy Assessment in a Lung Cancer Classification Pipeline

Graph Input Representations for Machine Learning Applications in Urban Network Analysis

Fusion of Object Tracking and Dynamic Occupancy Grid Map

Language-guided Adaptive Perception with Hierarchical Symbolic Representations for Mobile Manipulators

Predicting knee osteoarthritis severity: comparative modeling based on patient's data and plain X-ray images

Spiking Neural Networks and Online Learning: An Overview and Perspectives

Cognitive Model Priors for Predicting Human Decisions

Understanding Behavior of Clinical Models under Domain Shifts

Ensemble learning with 3D convolutional neural networks for connectome-based prediction

Generating Responses Expressing Emotion in an Open-domain Dialogue System

Explainable AI for Trees: From Local Explanations to Global Understanding