世界模型 - arXivDaily 专题

2201.02478 2023-03-08 cs.LG cs.CV cs.MM 50%

Bayesian Neural Networks for Reversible Steganography

Ching-Chun Chang

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

Journal ref IEEE Access (2022), vol. 10, pp. 36327-36334

2303.01557 2023-03-06 cs.LG cs.AI 50%

BenchDirect: A Directed Language Model for Compiler Benchmarks

Foivos Tsimpourlas, Pavlos Petoumenos, Min Xu, Chris Cummins, Kim Hazelwood, Ajitha Rajan, Hugh Leather

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: substantial text overlap with arXiv:2208.06555

2303.01378 2023-03-03 cs.AI cs.DB cs.LG 50%

A Vision for Semantically Enriched Data Science

Udayan Khurana, Kavitha Srinivas, Sainyam Galhotra, Horst Samulowitz

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: substantial text overlap with arXiv:2205.08018

2302.13631 2023-02-28 eess.IV cs.AI cs.CV cs.LG q-bio.QM 50%

Curriculum Based Multi-Task Learning for Parkinson's Disease Detection

Nikhil J. Dhinagar, Conor Owens-Walton, Emily Laltoo, Christina P. Boyle, Yao-Liang Chen, Philip Cook, Corey McMillan, Chih-Chien Tsai, J-J Wang, Yih-Ru Wu, Ysbrand van der Werf, Paul M. Thompson

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

Comments Accepted for publication at the 20th IEEE International Symposium on Biomedical Imaging, ISBI 2023

2302.05788 2023-02-14 cs.LG cs.CV 50%

Fairness-aware Multi-view Clustering

Lecheng Zheng, Yada Zhu, Jingrui He

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

Comments Accepted by SDM23

2302.04132 2023-02-09 cs.LG cs.AI 50%

Robustness to Spurious Correlations Improves Semantic Out-of-Distribution Detection

Lily H. Zhang, Rajesh Ranganath

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

Comments AAAI 2023

2301.09631 2023-01-24 cs.LG cs.AI 50%

Feature construction using explanations of individual predictions

Boštjan Vouk, Matej Guid, Marko Robnik-Šikonja

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

Comments 54 pages, 10 figures, 22 tables

Journal ref Engineering Applications of Artificial Intelligence 120 (2023) 105823

2301.05562 2023-01-16 eess.AS cs.AI cs.CL cs.LG 50%

Multilingual Alzheimer's Dementia Recognition through Spontaneous Speech: a Signal Processing Grand Challenge

Saturnino Luz, Fasih Haider, Davida Fromm, Ioulietta Lazarou, Ioannis Kompatsiaris, Brian MacWhinney

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

Comments ICASSP 2023 SPGC description

2301.05031 2023-01-13 cs.LG cs.AI eess.SP 50%

Explicit Context Integrated Recurrent Neural Network for Sensor Data Applications

Rashmi Dutta Baruah, Mario Muñoz Organero

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

Comments 19 pages, 6 figures

2101.01076 2023-01-02 cs.LG cs.AI 50%

Unbox the Blackbox: Predict and Interpret YouTube Viewership Using Deep Learning

Jiaheng Xie, Xiao Liu

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

Comments WITS 2021 Best Paper Award

2212.03710 2022-12-08 cs.LG cs.AI 50%

Intervening With Confidence: Conformal Prescriptive Monitoring of Business Processes

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)

2211.09970 2022-11-21 cs.LG cs.AI cs.CE physics.data-an 50%

Estimating defection in subscription-type markets: empirical analysis from the scholarly publishing industry

Michael Roberts, J. Ignacio Deza, Hisham Ihshaish, Yanhui Zhu

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

2211.03615 2022-11-08 cs.LG cs.AI cs.DC eess.SP 50%

MAISON -- Multimodal AI-based Sensor platform for Older Individuals

Ali Abedi, Faranak Dayyani, Charlene Chu, Shehroz S. Khan

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

2211.01266 2022-11-03 cs.LG cs.AI cs.SY eess.SY 50%

Knowing the Past to Predict the Future: Reinforcement Virtual Learning

Peng Zhang, Yawen Huang, Bingzhang Hu, Shizheng Wang, Haoran Duan, Noura Al Moubayed, Yefeng Zheng, Yang Long

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

2104.12546 2022-10-25 cs.CY cs.AI cs.LG 50%

The Effects of Air Quality on the Spread of the COVID-19 Pandemic in Italy: An Artificial Intelligence Approach

Andrea Loreggia, Anna Passarelli, Maria Silvia Pini

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

Journal ref Procedia Computer Science Volume 207, 2022, Pages 573-582

2208.11556 2022-10-20 cs.AI cs.MA 50%

Knowledge-based and Data-driven Reasoning and Learning for 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 Presented at the AI-HRI Symposium at AAAI Fall Symposium Series(FSS), 2022 (arXiv:cs/2209.14292)

2210.07573 2022-10-17 cs.LG 50%

Model-based Safe Deep Reinforcement Learning via a Constrained Proximal Policy Optimization Algorithm

Ashish Kumar Jayant, Shalabh Bhatnagar

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

Comments Proceedings of NeurIPS 2022

2210.04860 2022-10-11 cs.LG cs.AI math.OC 50%

Second-order regression models exhibit progressive sharpening to the edge of stability

Atish Agarwala, Fabian Pedregosa, Jeffrey Pennington

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

2210.01964 2022-10-07 cs.LG cs.AI cs.CV stat.ML 50%

The Calibration Generalization Gap

A. Michael Carrell, Neil Mallinar, James Lucas, Preetum Nakkiran

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

Comments Appeared at ICML 2022 Workshop on Distribution-Free Uncertainty Quantification

2209.15092 2022-10-03 cs.LG stat.ML 50%

Improving Generative Flow Networks with Path Regularization

Anh Do, Duy Dinh, Tan Nguyen, Khuong Nguyen, Stanley Osher, Nhat Ho

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

Comments 28 pages, 2 figures, 5 tables. Anh Do, Duy Dinh, and Tan Nguyen contributed equally to this work

2209.14974 2022-09-30 cs.CV cs.AI cs.LG 50%

Greybox XAI: a Neural-Symbolic learning framework to produce interpretable predictions for image classification

Adrien Bennetot, Gianni Franchi, Javier Del Ser, Raja Chatila, Natalia Diaz-Rodriguez

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

Comments Accepted in Knowledge-Based Systems Journal

2209.14414 2022-09-30 stat.ML cs.LG 50%

Optimistic Posterior Sampling for Reinforcement Learning with Few Samples and Tight Guarantees

Daniil Tiapkin, Denis Belomestny, Daniele Calandriello, Eric Moulines, Remi Munos, Alexey Naumov, Mark Rowland, Michal Valko, Pierre Menard

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

Comments arXiv admin note: text overlap with arXiv:2205.07704

2209.03813 2022-09-09 cs.LG cs.AI 50%

What and How of Machine Learning Transparency: Building Bespoke Explainability Tools with Interoperable Algorithmic Components

Kacper Sokol, Alexander Hepburn, Raul Santos-Rodriguez, Peter Flach

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

Comments Tutorial webpage: https://events.fat-forensics.org/2020_ecml-pkdd

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)

1. 通用世界模型 4358 篇

Bayesian Neural Networks for Reversible Steganography

BenchDirect: A Directed Language Model for Compiler Benchmarks

A Vision for Semantically Enriched Data Science

Curriculum Based Multi-Task Learning for Parkinson's Disease Detection

Fairness-aware Multi-view Clustering

Robustness to Spurious Correlations Improves Semantic Out-of-Distribution Detection

Feature construction using explanations of individual predictions

Multilingual Alzheimer's Dementia Recognition through Spontaneous Speech: a Signal Processing Grand Challenge

Explicit Context Integrated Recurrent Neural Network for Sensor Data Applications

Unbox the Blackbox: Predict and Interpret YouTube Viewership Using Deep Learning

Intervening With Confidence: Conformal Prescriptive Monitoring of Business Processes

Estimating defection in subscription-type markets: empirical analysis from the scholarly publishing industry

MAISON -- Multimodal AI-based Sensor platform for Older Individuals

Knowing the Past to Predict the Future: Reinforcement Virtual Learning

The Effects of Air Quality on the Spread of the COVID-19 Pandemic in Italy: An Artificial Intelligence Approach

Knowledge-based and Data-driven Reasoning and Learning for Ad Hoc Teamwork

Model-based Safe Deep Reinforcement Learning via a Constrained Proximal Policy Optimization Algorithm

Second-order regression models exhibit progressive sharpening to the edge of stability

The Calibration Generalization Gap

Improving Generative Flow Networks with Path Regularization

Greybox XAI: a Neural-Symbolic learning framework to produce interpretable predictions for image classification

Optimistic Posterior Sampling for Reinforcement Learning with Few Samples and Tight Guarantees

What and How of Machine Learning Transparency: Building Bespoke Explainability Tools with Interoperable Algorithmic Components

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