世界模型 - arXivDaily 专题

2010.01315 2020-10-06 cs.CV 50%

A simulation environment for drone cinematography

Fan Zhang, David Hall, Tao Xu, Stephen Boyle, David Bull

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

2009.14448 2020-10-01 stat.ML cs.CV cs.LG 50%

Ask-n-Learn: Active Learning via Reliable Gradient Representations for Image Classification

Bindya Venkatesh, Jayaraman J. Thiagarajan

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

2005.01992 2020-09-22 cs.AI cs.LG 50%

Post-hoc explanation of black-box classifiers using confident itemsets

Milad Moradi, Matthias Samwald

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

Journal ref Expert Systems with Applications, vol. 165, p. 113941, 2021

1908.05567 2020-09-16 physics.soc-ph cs.LG 50%

Deep reinforcement learning in World-Earth system models to discover sustainable management strategies

Felix M. Strnad, Wolfram Barfuss, Jonathan F. Donges, Jobst Heitzig

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

Comments 16 pages, 8 figures

Journal ref Chaos 29, 123122 (2019)

2009.00735 2020-09-03 physics.comp-ph cond-mat.mtrl-sci cs.AI cs.CV 50%

On Open and Strong-Scaling Tools for Atom Probe Crystallography: High-Throughput Methods for Indexing Crystal Structure and Orientation

Markus Kühbach, Matthew Kasemer, Baptiste Gault, Andrew Breen

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

Comments 36 pages, 19 figures, preprint

2007.09331 2020-09-03 cs.LG cs.AI 50%

Strudel: Learning Structured-Decomposable Probabilistic Circuits

Meihua Dang, Antonio Vergari, Guy Van den Broeck

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, to be published on PGM2020 (The 10th International Conference on Probabilistic Graphical Models)

2008.09728 2020-08-25 cs.DC cs.AI cs.LG cs.SY eess.SY 50%

Online Adaptive Learning for Runtime Resource Management of Heterogeneous SoCs

Sumit K. Mandal, Umit Y. Ogras, Janardhan Rao Doppa, Raid Z. Ayoub, Michael Kishinevsky, Partha P. Pande

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

Comments This paper appeared in the Proceedings of Design Automation Conference 2020

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

1. 通用世界模型 4335 篇

A simulation environment for drone cinematography

Ask-n-Learn: Active Learning via Reliable Gradient Representations for Image Classification

Post-hoc explanation of black-box classifiers using confident itemsets

Deep reinforcement learning in World-Earth system models to discover sustainable management strategies

On Open and Strong-Scaling Tools for Atom Probe Crystallography: High-Throughput Methods for Indexing Crystal Structure and Orientation

Strudel: Learning Structured-Decomposable Probabilistic Circuits

Online Adaptive Learning for Runtime Resource Management of Heterogeneous SoCs

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