世界模型 - arXivDaily 专题

2405.02082 2024-05-06 stat.ML cs.AI cs.LG math.ST stat.TH 50%

A comparative study of conformal prediction methods for valid uncertainty quantification in machine learning

Nicolas Dewolf

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

Comments At 339 pages, this document is a live/working version of my PhD dissertation published in 2024 by the University of Ghent (UGent)

2404.19651 2024-05-01 cs.LG cs.AI cs.CV 50%

Provably Robust Conformal Prediction with Improved Efficiency

Ge Yan, Yaniv Romano, Tsui-Wei Weng

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

2404.15635 2024-04-25 cs.CV cs.LG 50%

A Real-time Evaluation Framework for Pedestrian's Potential Risk at Non-Signalized Intersections Based on Predicted Post-Encroachment Time

Tengfeng Lin, Zhixiong Jin, Seongjin Choi, Hwasoo Yeo

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

2404.14746 2024-04-24 cs.LG cs.AI cs.CR 50%

A Customer Level Fraudulent Activity Detection Benchmark for Enhancing Machine Learning Model Research and Evaluation

Phoebe Jing, Yijing Gao, Xianlong Zeng

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, 1 table

2206.06952 2024-04-18 cs.CL cs.AI cs.LG 50%

FETILDA: An Effective Framework For Fin-tuned Embeddings For Long Financial Text Documents

Bolun "Namir" Xia, Vipula D. Rawte, Mohammed J. Zaki, Aparna Gupta

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

Comments 10 pages, 9 figures, 7 tables

2404.09574 2024-04-16 cs.LG cs.AI 50%

Predicting and Analyzing Pedestrian Crossing Behavior at Unsignalized Crossings

Chi Zhang, Janis Sprenger, Zhongjun Ni, Christian Berger

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

Comments 8 pages, 10 figures, 4 tables. Accepted in 2024 IEEE Intelligent Vehicles Symposium (IV)

2404.09114 2024-04-16 cs.LG cs.AI physics.chem-ph 50%

Intelligent Chemical Purification Technique Based on Machine Learning

Wenchao Wu, Hao Xu, Dongxiao Zhang, Fanyang Mo

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

Comments 22 pages, 5 Figures, Submitted to Nature Machine Intelligence

2404.07817 2024-04-15 cs.LG cs.AI 50%

Calibration of Continual Learning Models

Lanpei Li, Elia Piccoli, Andrea Cossu, Davide Bacciu, Vincenzo Lomonaco

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

Comments Accepted at CLVISION workshop, CVPR 2024

2404.07383 2024-04-12 cs.RO cs.AI 50%

Incorporating Explanations into Human-Machine Interfaces for Trust and Situation Awareness in Autonomous Vehicles

Shahin Atakishiyev, Mohammad Salameh, Randy Goebel

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

Comments Accepted to IEEE IV-2024

2312.08063 2024-04-08 cs.LG cs.AI cs.CL 50%

Estimation of Concept Explanations Should be Uncertainty Aware

Vihari Piratla, Juyeon Heo, Katherine M. Collins, Sukriti Singh, Adrian Weller

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

2207.09237 2024-04-02 cs.LG cs.AI 50%

Semi-supervised Predictive Clustering Trees for (Hierarchical) Multi-label Classification

Jurica Levatić, Michelangelo Ceci, Dragi Kocev, Sašo Džeroski

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

2309.10668 2024-03-20 cs.LG cs.AI cs.CL cs.IT math.IT 50%

Language Modeling Is Compression

Grégoire Delétang, Anian Ruoss, Paul-Ambroise Duquenne, Elliot Catt, Tim Genewein, Christopher Mattern, Jordi Grau-Moya, Li Kevin Wenliang, Matthew Aitchison, Laurent Orseau, Marcus Hutter, Joel Veness

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

2401.05342 2024-03-15 q-bio.NC cs.AI cs.LG 50%

Most discriminative stimuli for functional cell type clustering

Max F. Burg, Thomas Zenkel, Michaela Vystrčilová, Jonathan Oesterle, Larissa Höfling, Konstantin F. Willeke, Jan Lause, Sarah Müller, Paul G. Fahey, Zhiwei Ding, Kelli Restivo, Shashwat Sridhar, Tim Gollisch, Philipp Berens, Andreas S. Tolias, Thomas Euler, Matthias Bethge, Alexander S. Ecker

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

2403.07877 2024-03-14 cs.RO cs.CV 50%

Generating Future Observations to Estimate Grasp Success in Cluttered Environments

Daniel Fernandes Gomes, Wenxuan Mou, Paolo Paoletti, Shan Luo

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

Journal ref 5th UK Robot Manipulation Workshop 2024

2403.04326 2024-03-08 eess.SY cs.AI cs.LG cs.SY 50%

Edge-based Parametric Digital Twins for Intelligent Building Indoor Climate Modeling

Zhongjun Ni, Chi Zhang, Magnus Karlsson, Shaofang Gong

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

Comments 8 pages, 8 figures, accepted in the 20th IEEE International Conference on Factory Communication Systems

2403.02446 2024-03-06 cs.LG cs.AR cs.CV cs.PF 50%

On Latency Predictors for Neural Architecture Search

Yash Akhauri, Mohamed S. Abdelfattah

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

Comments Accepted at MLSys'24

2102.06202 2024-03-05 cs.LG cs.AI cs.CR stat.ME stat.ML 50%

Private Prediction Sets

Anastasios N. Angelopoulos, Stephen Bates, Tijana Zrnic, Michael I. Jordan

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

Comments Code available at https://github.com/aangelopoulos/private_prediction_sets

Journal ref Harvard Data Science Review, 4(2). 2022

2403.00229 2024-03-04 eess.SP cs.LG 50%

Diffraction and Scattering Aware Radio Map and Environment Reconstruction using Geometry Model-Assisted Deep Learning

Wangqian Chen, Junting Chen

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

Comments 13 pages

2402.15237 2024-02-26 cs.CV cs.LG 50%

Unsupervised Domain Adaptation for Brain Vessel Segmentation through Transwarp Contrastive Learning

Fengming Lin, Yan Xia, Michael MacRaild, Yash Deo, Haoran Dou, Qiongyao Liu, Kun Wu, Nishant Ravikumar, Alejandro F. Frangi

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 ISBI 2024

2402.12307 2024-02-20 cs.LG cs.AI 50%

Multi-View Conformal Learning for Heterogeneous Sensor Fusion

Enrique Garcia-Ceja

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

2402.09734 2024-02-16 cs.AI 50%

Agents Need Not Know Their Purpose

Paulo Garcia

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

2402.01713 2024-02-13 cs.CL cs.AI cs.LG 50%

Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data

Yinghao Zhu, Zixiang Wang, Junyi Gao, Yuning Tong, Jingkun An, Weibin Liao, Ewen M. Harrison, Liantao Ma, Chengwei Pan

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

2401.13904 2024-01-26 cs.LG cs.AI cs.DB stat.AP 50%

Empowering Machines to Think Like Chemists: Unveiling Molecular Structure-Polarity Relationships with Hierarchical Symbolic Regression

Siyu Lou, Chengchun Liu, Yuntian Chen, Fanyang Mo

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

Comments 33 pages, 6 figures

2401.11284 2024-01-23 cs.CV cs.AI cs.NE 50%

Evaluating Driver Readiness in Conditionally Automated Vehicles from Eye-Tracking Data and Head Pose

Mostafa Kazemi, Mahdi Rezaei, Mohsen Azarmi

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

2305.12788 2024-01-19 cs.AI cs.LG 50%

GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs

Pengcheng Jiang, Cao Xiao, Adam Cross, Jimeng Sun

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

Comments ICLR 2024

2401.07578 2024-01-17 cs.LG 50%

Confounded Budgeted Causal Bandits

Fateme Jamshidi, Jalal Etesami, Negar Kiyavash

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

2011.14956 2024-01-17 cs.LG cs.AI cs.CV 50%

Handling Noisy Labels via One-Step Abductive Multi-Target Learning and Its Application to Helicobacter Pylori Segmentation

Yongquan Yang, Yiming Yang, Jie Chen, Jiayi Zheng, Zhongxi Zheng

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

Comments Multimed Tools Appl (2024)

2112.08364 2024-01-05 cs.LG cs.AI 50%

Data Valuation for Vertical Federated Learning: A Model-free and Privacy-preserving Method

Xiao Han, Leye Wang, Junjie Wu, Xiao Fang

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

2312.13033 2023-12-21 cs.HC cs.AI cs.LG 50%

Explainable artificial intelligence approaches for brain-computer interfaces: a review and design space

Param Rajpura, Hubert Cecotti, Yogesh Kumar Meena

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

Comments draft submission

2208.09147 2023-12-19 cs.LG cs.AI cs.CY 50%

Disentangled Representation with Causal Constraints for Counterfactual Fairness

Ziqi Xu, Jixue Liu, Debo Cheng, Jiuyong Li, Lin Liu, Ke Wang

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 has been accepted by PAKDD 2023. Please check: https://doi.org/10.1007/978-3-031-33374-3_37

1. 通用世界模型 4335 篇

A comparative study of conformal prediction methods for valid uncertainty quantification in machine learning

Provably Robust Conformal Prediction with Improved Efficiency

A Real-time Evaluation Framework for Pedestrian's Potential Risk at Non-Signalized Intersections Based on Predicted Post-Encroachment Time

A Customer Level Fraudulent Activity Detection Benchmark for Enhancing Machine Learning Model Research and Evaluation

FETILDA: An Effective Framework For Fin-tuned Embeddings For Long Financial Text Documents

Predicting and Analyzing Pedestrian Crossing Behavior at Unsignalized Crossings

Intelligent Chemical Purification Technique Based on Machine Learning

Calibration of Continual Learning Models

Incorporating Explanations into Human-Machine Interfaces for Trust and Situation Awareness in Autonomous Vehicles

Estimation of Concept Explanations Should be Uncertainty Aware

Semi-supervised Predictive Clustering Trees for (Hierarchical) Multi-label Classification

Language Modeling Is Compression

Most discriminative stimuli for functional cell type clustering

Generating Future Observations to Estimate Grasp Success in Cluttered Environments

Edge-based Parametric Digital Twins for Intelligent Building Indoor Climate Modeling

On Latency Predictors for Neural Architecture Search

Private Prediction Sets

Diffraction and Scattering Aware Radio Map and Environment Reconstruction using Geometry Model-Assisted Deep Learning

Unsupervised Domain Adaptation for Brain Vessel Segmentation through Transwarp Contrastive Learning

Multi-View Conformal Learning for Heterogeneous Sensor Fusion

Agents Need Not Know Their Purpose

Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data

Empowering Machines to Think Like Chemists: Unveiling Molecular Structure-Polarity Relationships with Hierarchical Symbolic Regression

Evaluating Driver Readiness in Conditionally Automated Vehicles from Eye-Tracking Data and Head Pose

GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs

Confounded Budgeted Causal Bandits

Handling Noisy Labels via One-Step Abductive Multi-Target Learning and Its Application to Helicobacter Pylori Segmentation

Data Valuation for Vertical Federated Learning: A Model-free and Privacy-preserving Method

Explainable artificial intelligence approaches for brain-computer interfaces: a review and design space

Disentangled Representation with Causal Constraints for Counterfactual Fairness