AI Agent - arXivDaily 专题

2204.13467 2022-04-29 cs.LG 57%

COSTI: a New Classifier for Sequences of Temporal Intervals

Jakub Michał Bilski, Agnieszka Jastrzębska

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

2109.14124 2022-04-29 cs.LG 57%

Vitruvion: A Generative Model of Parametric CAD Sketches

Ari Seff, Wenda Zhou, Nick Richardson, Ryan P. Adams

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

Comments ICLR camera ready

Journal ref ICLR 2022

2108.12471 2022-04-29 q-bio.QM cs.LG 57%

Machine learning on DNA-encoded library count data using an uncertainty-aware probabilistic loss function

Katherine S. Lim, Andrew G. Reidenbach, Bruce K. Hua, Jeremy W. Mason, Christopher J. Gerry, Paul A. Clemons, Connor W. Coley

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

2204.07272 2022-04-26 cs.CL cs.SD eess.AS 57%

Automated speech tools for helping communities process restricted-access corpora for language revival efforts

Nay San, Martijn Bartelds, Tolúlopé Ògúnrèmí, Alison Mount, Ruben Thompson, Michael Higgins, Roy Barker, Jane Simpson, Dan Jurafsky

专题命中工作流自动化：workflow(abstract)；分类 cs.CL

Comments Accepted at ComputEL-5

2106.01977 2022-04-26 cs.AI 57%

Safe RAN control: A Symbolic Reinforcement Learning Approach

Alexandros Nikou, Anusha Mujumdar, Vaishnavi Sundararajan, Marin Orlic, Aneta Vulgarakis Feljan

专题命中工作流自动化：agent(abstract)；分类 cs.AI

Comments To appear in International Conference of Control and Automation (ICCA) 2022

2204.09513 2022-04-21 cs.LG physics.flu-dyn 57%

Physics-Informed Bayesian Learning of Electrohydrodynamic Polymer Jet Printing Dynamics

Athanasios Oikonomou, Theodoros Loutas, Dixia Fan, Alysia Garmulewicz, George Nounesis, Santanu Chaudhuri, Filippos Tourlomousis

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

Comments 36 pages, 9 figures, 4 supporting figures, research article

2204.08523 2022-04-20 cs.LG cs.CE cs.NA math.NA 57%

Active-learning-based non-intrusive Model Order Reduction

Qinyu Zhuang, Dirk Hartmann, Hans Joachim Bungartz, Juan Manuel Lorenzi

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

1910.09134 2022-04-20 cs.CV cs.CL 57%

Good, Better, Best: Textual Distractors Generation for Multiple-Choice Visual Question Answering via Reinforcement Learning

Jiaying Lu, Xin Ye, Yi Ren, Yezhou Yang

专题命中工作流自动化：agent(abstract)；分类 cs.CL

Journal ref CVPR'2022 Workshop on Open-Domain Retrieval Under a Multi-Modal Setting

2204.08108 2022-04-19 cs.SE 57%

How are Software Repositories Mined? A Systematic Literature Review of Workflows, Methodologies, Reproducibility, and Tools

Adam Tutko, Austin Z. Henley, Audris Mockus

专题命中工作流自动化：workflow(abstract)；分类 cs.SE

Comments 11 Pages

2204.06671 2022-04-15 cs.CV cs.LG 57%

A deep learning algorithm for reducing false positives in screening mammography

Stefano Pedemonte, Trevor Tsue, Brent Mombourquette, Yen Nhi Truong Vu, Thomas Matthews, Rodrigo Morales Hoil, Meet Shah, Nikita Ghare, Naomi Zingman-Daniels, Susan Holley, Catherine M. Appleton, Jason Su, Richard L. Wahl

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

2204.06608 2022-04-15 cs.LG 57%

Modularity benefits reinforcement learning agents with competing homeostatic drives

Zack Dulberg, Rachit Dubey, Isabel M. Berwian, Jonathan D. Cohen

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments 4 pages, accepted paper at the Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM) 2022

2109.01818 2022-04-14 cs.LG cs.NA math.NA 57%

Estimating permeability of 3D micro-CT images by physics-informed CNNs based on DNS

Stephan Gärttner, Faruk O. Alpak, Andreas Meier, Nadja Ray, Florian Frank

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

2203.04794 2022-04-13 math.OC cs.LG 57%

Geometric Optimisation on Manifolds with Applications to Deep Learning

Mario Lezcano-Casado

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

Comments DPhil Thesis. 154 pages. arXiv admin note: text overlap with arXiv:2008.02517

2110.08338 2022-04-11 cs.LG physics.flu-dyn 57%

Exploratory Lagrangian-Based Particle Tracing Using Deep Learning

Mengjiao Han, Sudhanshu Sane, Chris R. Johnson

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

Comments The paper has been accepted to publish by Journal of Flow Visualization and Image Processing

2203.11562 2022-04-05 cs.SD cs.CL eess.AS 57%

A Text-to-Speech Pipeline, Evaluation Methodology, and Initial Fine-Tuning Results for Child Speech Synthesis

Rishabh Jain, Mariam Yiwere, Dan Bigioi, Peter Corcoran, Horia Cucu

专题命中工作流自动化：workflow(abstract)；分类 cs.CL

Comments Submitted to IEEE ACCESS

2204.00597 2022-04-04 cs.CV cs.AI 57%

Fast and Automatic Object Registration for Human-Robot Collaboration in Industrial Manufacturing

Manuela Geiß, Martin Baresch, Georgios Chasparis, Edwin Schweiger, Nico Teringl, Michael Zwick

专题命中工作流自动化：workflow(abstract)；分类 cs.AI

2204.00205 2022-04-04 cs.LG cond-mat.mtrl-sci q-bio.TO 57%

A Physics-Guided Neural Operator Learning Approach to Model Biological Tissues from Digital Image Correlation Measurements

Huaiqian You, Quinn Zhang, Colton J. Ross, Chung-Hao Lee, Ming-Chen Hsu, Yue Yu

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

2204.00081 2022-04-04 physics.geo-ph cs.LG 57%

Support-vector-machine with Bayesian optimization for lithofacies classification using elastic properties

Yohei Nishitsuji, Jalil Nasseri

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

Comments 11 pages, 12 figures

1812.01366 2022-04-04 cs.CV cs.LG 57%

Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic Videos

Chinedu Innocent Nwoye, Didier Mutter, Jacques Marescaux, Nicolas Padoy

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

Comments 14 pages, 3 figures, 3 tables, Supplementary video: https://youtu.be/vnMwlS5tvHE and https://youtu.be/SNhd1yzOe50

Journal ref International Journal of Computer Assisted Radiology and Surgery 14, 1059-1067 (2019)

2010.11375 2022-03-31 eess.IV cs.CV cs.LG 57%

Deep Learning for Distinguishing Normal versus Abnormal Chest Radiographs and Generalization to Unseen Diseases

Zaid Nabulsi, Andrew Sellergren, Shahar Jamshy, Charles Lau, Edward Santos, Atilla P. Kiraly, Wenxing Ye, Jie Yang, Rory Pilgrim, Sahar Kazemzadeh, Jin Yu, Sreenivasa Raju Kalidindi, Mozziyar Etemadi, Florencia Garcia-Vicente, David Melnick, Greg S. Corrado, Lily Peng, Krish Eswaran, Daniel Tse, Neeral Beladia, Yun Liu, Po-Hsuan Cameron Chen, Shravya Shetty

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

Journal ref Nature Scientific Reports (2021)

2203.15178 2022-03-30 cs.SE 57%

DesCert: Design for Certification

Natarajan Shankar, Devesh Bhatt, Michael Ernst, Minyoung Kim, Srivatsan Varadarajan, Suzanne Millstein, Jorge Navas, Jason Biatek, Huascar Sanchez, Anitha Murugesan, Hao Ren

专题命中工作流自动化：workflow(abstract)；分类 cs.SE

Comments 142 pages, 63 figures

2203.15469 2022-03-30 cs.CV cs.LG 57%

Abstract Flow for Temporal Semantic Segmentation on the Permutohedral Lattice

Peer Schütt, Radu Alexandru Rosu, Sven Behnke

专题命中工作流自动化：autonomous agent(abstract)；分类 cs.LG

Comments Accepted IEEE International Conference on Robotics and Automation (ICRA) 2022, Code available at https://github.com/AIS-Bonn/temporal_latticenet

2203.15103 2022-03-30 cs.AI cs.RO 57%

Adversarial Motion Priors Make Good Substitutes for Complex Reward Functions

Alejandro Escontrela, Xue Bin Peng, Wenhao Yu, Tingnan Zhang, Atil Iscen, Ken Goldberg, Pieter Abbeel

专题命中工作流自动化：agent(abstract)；分类 cs.AI

Comments 8 pages, 6 figures, 3 tables

2111.07818 2022-03-30 cs.LG cs.SY eess.SY 57%

A Teacher-Student Markov Decision Process-based Framework for Online Correctional Learning

Inês Lourenço, Rebecka Winqvist, Cristian R. Rojas, Bo Wahlberg

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments 8 pages, 7 figures

2108.01317 2022-03-29 eess.SY cs.LG cs.SY 57%

Deep Reinforcement Learning Based Networked Control with Network Delays for Signal Temporal Logic Specifications

Junya Ikemoto, Toshimitsu Ushio

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments 8 pages, 7 figures, revised for submitting to a conference

2107.04633 2022-03-29 cs.LG cs.FL stat.ML 57%

Inferring Probabilistic Reward Machines from Non-Markovian Reward Processes for Reinforcement Learning

Taylor Dohmen, Noah Topper, George Atia, Andre Beckus, Ashutosh Trivedi, Alvaro Velasquez

专题命中工作流自动化：agent(abstract)；分类 cs.LG

2203.05181 2022-03-28 cs.CR cs.SE 57%

LineVD: Statement-level Vulnerability Detection using Graph Neural Networks

David Hin, Andrey Kan, Huaming Chen, M. Ali Babar

专题命中工作流自动化：workflow(abstract)；分类 cs.SE

Comments Accepted in the 19th International Conference on Mining Software Repositories Technical Papers

2112.02048 2022-03-24 physics.ins-det cs.AR cs.LG hep-ex stat.ML 57%

Graph Neural Networks for Charged Particle Tracking on FPGAs

Abdelrahman Elabd, Vesal Razavimaleki, Shi-Yu Huang, Javier Duarte, Markus Atkinson, Gage DeZoort, Peter Elmer, Scott Hauck, Jin-Xuan Hu, Shih-Chieh Hsu, Bo-Cheng Lai, Mark Neubauer, Isobel Ojalvo, Savannah Thais, Matthew Trahms

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

Comments 28 pages, 17 figures, 1 table, published version

Journal ref Front. Big Data 5 (2022) 828666

2102.05147 2022-03-24 cs.AI 57%

Relational Dynamic Bayesian Network Modeling for Uncertainty Quantification and Propagation in Airline Disruption Management

Kolawole Ogunsina, Marios Papamichalis, Daniel DeLaurentis

专题命中工作流自动化：agent(abstract)；分类 cs.AI

Comments Published in Elsevier Journal of Engineering Applications of Artificial Intelligence

2110.10780 2022-03-23 cs.CL cs.IR 57%

An Open Natural Language Processing Development Framework for EHR-based Clinical Research: A case demonstration using the National COVID Cohort Collaborative (N3C)

Sijia Liu, Andrew Wen, Liwei Wang, Huan He, Sunyang Fu, Robert Miller, Andrew Williams, Daniel Harris, Ramakanth Kavuluru, Mei Liu, Noor Abu-el-rub, Dalton Schutte, Rui Zhang, Masoud Rouhizadeh, John D. Osborne, Yongqun He, Umit Topaloglu, Stephanie S Hong, Joel H Saltz, Thomas Schaffter, Emily Pfaff, Christopher G. Chute, Tim Duong, Melissa A. Haendel, Rafael Fuentes, Peter Szolovits, Hua Xu, Hongfang Liu, National COVID Cohort Collaborative, Natural Language Processing, Subgroup, National COVID Cohort Collaborative

专题命中工作流自动化：workflow(abstract)；分类 cs.CL

Comments update on contents

1. 工作流自动化 10514 篇

COSTI: a New Classifier for Sequences of Temporal Intervals

Vitruvion: A Generative Model of Parametric CAD Sketches

Machine learning on DNA-encoded library count data using an uncertainty-aware probabilistic loss function

Automated speech tools for helping communities process restricted-access corpora for language revival efforts

Safe RAN control: A Symbolic Reinforcement Learning Approach

Physics-Informed Bayesian Learning of Electrohydrodynamic Polymer Jet Printing Dynamics

Active-learning-based non-intrusive Model Order Reduction

Good, Better, Best: Textual Distractors Generation for Multiple-Choice Visual Question Answering via Reinforcement Learning

How are Software Repositories Mined? A Systematic Literature Review of Workflows, Methodologies, Reproducibility, and Tools

A deep learning algorithm for reducing false positives in screening mammography

Modularity benefits reinforcement learning agents with competing homeostatic drives

Estimating permeability of 3D micro-CT images by physics-informed CNNs based on DNS

Geometric Optimisation on Manifolds with Applications to Deep Learning

Exploratory Lagrangian-Based Particle Tracing Using Deep Learning

A Text-to-Speech Pipeline, Evaluation Methodology, and Initial Fine-Tuning Results for Child Speech Synthesis

Fast and Automatic Object Registration for Human-Robot Collaboration in Industrial Manufacturing

A Physics-Guided Neural Operator Learning Approach to Model Biological Tissues from Digital Image Correlation Measurements

Support-vector-machine with Bayesian optimization for lithofacies classification using elastic properties

Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic Videos

Deep Learning for Distinguishing Normal versus Abnormal Chest Radiographs and Generalization to Unseen Diseases

DesCert: Design for Certification

Abstract Flow for Temporal Semantic Segmentation on the Permutohedral Lattice

Adversarial Motion Priors Make Good Substitutes for Complex Reward Functions

A Teacher-Student Markov Decision Process-based Framework for Online Correctional Learning

Deep Reinforcement Learning Based Networked Control with Network Delays for Signal Temporal Logic Specifications

Inferring Probabilistic Reward Machines from Non-Markovian Reward Processes for Reinforcement Learning

LineVD: Statement-level Vulnerability Detection using Graph Neural Networks

Graph Neural Networks for Charged Particle Tracking on FPGAs

Relational Dynamic Bayesian Network Modeling for Uncertainty Quantification and Propagation in Airline Disruption Management

An Open Natural Language Processing Development Framework for EHR-based Clinical Research: A case demonstration using the National COVID Cohort Collaborative (N3C)