Computer Science

Authors and titles for Aug 2022

[1]  arXiv:2208.00001 [pdf, other]

Title: FastGeodis: Fast Generalised Geodesic Distance Transform

Authors: Muhammad Asad, Reuben Dorent, Tom Vercauteren

Comments: Accepted at Journal of Open Source Software (JOSS)

Subjects: Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)

[2]  arXiv:2208.00002 [pdf, other]

Title: HOB-CNN: Hallucination of Occluded Branches with a Convolutional Neural Network for 2D Fruit Trees

Authors: Zijue Chen, Keenan Granland, Rhys Newbury, Chao Chen

Subjects: Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)

[3]  arXiv:2208.00003 [pdf, other]

Title: RangL: A Reinforcement Learning Competition Platform

Authors: Viktor Zobernig, Richard A. Saldanha, Jinke He, Erica van der Sar, Jasper van Doorn, Jia-Chen Hua, Lachlan R. Mason, Aleksander Czechowski, Drago Indjic, Tomasz Kosmala, Alessandro Zocca, Sandjai Bhulai, Jorge Montalvo Arvizu, Claude Klöckl, John Moriarty

Comments: Documents in general and premierly the RangL competition plattform and in particular its 2022's competition "Pathways to Netzero" 10 pages, 2 figures, 1 table, Comments welcome!

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); General Literature (cs.GL); Systems and Control (eess.SY); Optimization and Control (math.OC)

[4]  arXiv:2208.00005 [pdf, other]

Title: Testing Relational Understanding in Text-Guided Image Generation

Authors: Colin Conwell, Tomer Ullman

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[5]  arXiv:2208.00029 [pdf, other]

Title: Communication Complexity of Collision

Authors: Mika Göös, Siddhartha Jain

Subjects: Computational Complexity (cs.CC)

[6]  arXiv:2208.00031 [src]

Title: Paddy Leaf diseases identification on Infrared Images based on Convolutional Neural Networks

Authors: Petchiammal A, Briskline Kiruba S, D. Murugan

Comments: Uploaded a different draft by mistake

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)

[7]  arXiv:2208.00033 [pdf, other]

Title: Personalised recommendations of sleep behaviour with neural networks using sleep diaries captured in Sleepio

Authors: Alejo Nevado-Holgado, Colin Espie, Maria Liakata, Alasdair Henry, Jenny Gu, Niall Taylor, Kate Saunders, Tom Walker, Chris Miller

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)

[8]  arXiv:2208.00036 [pdf, other]

Title: Coordinating Flexible Ramping Products with Dynamics of the Natural Gas Network

Authors: Reza Bayani, Saeed D. Manshadi

Subjects: Systems and Control (eess.SY)

[9]  arXiv:2208.00037 [pdf, other]

Title: On infrastructure for facilitation of inner source in small development teams

Authors: Johan Linåker, Maria Krantz, Martin Höst

Journal-ref: 2014. In International Conference on Product-Focused Software Process Improvement (pp. 149-163). Springer, Cham

Subjects: Software Engineering (cs.SE)

[10]  arXiv:2208.00042 [pdf, other]

Title: The Rise of GoodFATR: A Novel Accuracy Comparison Methodology for Indicator Extraction Tools

Authors: Juan Caballero, Gibran Gomez, Srdjan Matic, Gustavo Sánchez, Silvia Sebastián, Arturo Villacañas

Journal-ref: Future Generation Computer Systems, Volume 144, 2023, Pages 74-89

Subjects: Cryptography and Security (cs.CR)

[11]  arXiv:2208.00046 [pdf, ps, other]

Title: Capacitated Vehicle Routing Problem Using Conventional and Approximation Method

Authors: Apurv Choudhari, Ameya Ekbote, Prerona Chaudhuri (Vishwakarma Institute of Technology Pune, India)

Subjects: Data Structures and Algorithms (cs.DS); Computers and Society (cs.CY)

[12]  arXiv:2208.00047 [pdf, other]

Title: What to share, when, and where: balancing the objectives and complexities of open source software contributions

Authors: Johan Linåker, Björn Regnell

Subjects: Software Engineering (cs.SE)

[13]  arXiv:2208.00049 [pdf, other]

Title: NFFT.jl: Generic and Fast Julia Implementation of the Nonequidistant Fast Fourier Transform

Authors: Tobias Knopp, Marija Boberg, Mirco Grosser

Comments: 26 pages

Subjects: Mathematical Software (cs.MS); Numerical Analysis (math.NA)

[14]  arXiv:2208.00050 [pdf, other]

Title: Generating Multiple 4D Expression Transitions by Learning Face Landmark Trajectories

Authors: Naima Otberdout, Claudio Ferrari, Mohamed Daoudi, Stefano Berretti, Alberto Del Bimbo

Comments: This preprint is an extension of CVPR 2022 paper arXiv:2105.07463

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[15]  arXiv:2208.00061 [pdf, other]

Title: UAVM: Towards Unifying Audio and Visual Models

Authors: Yuan Gong, Alexander H. Liu, Andrew Rouditchenko, James Glass

Comments: Published in Signal Processing Letters. Code at this https URL

Journal-ref: IEEE Signal Processing Letters, vol. 29, pp. 2437-2441, 2022

Subjects: Computer Vision and Pattern Recognition (cs.CV); Multimedia (cs.MM); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[16]  arXiv:2208.00062 [pdf, other]

Title: A method for analyzing stakeholders' influence on an open source software ecosystem's requirements engineering process

Authors: Johan Linåker, Björn Regnell, Daniela Damian

Subjects: Software Engineering (cs.SE)

[17]  arXiv:2208.00063 [pdf, other]

Title: Topology-Driven Generative Completion of Lacunae in Molecular Data

Authors: Dmitry Yu. Zubarev, Petar Ristoski

Comments: 10 pages, talk presented at APS March Meeting 2021

Subjects: Machine Learning (cs.LG); Applications (stat.AP)

[18]  arXiv:2208.00064 [pdf, ps, other]

Title: Thutmose Tagger: Single-pass neural model for Inverse Text Normalization

Authors: Alexandra Antonova, Evelina Bakhturina, Boris Ginsburg

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[19]  arXiv:2208.00068 [pdf, ps, other]

Title: IMUNet: Efficient Regression Architecture for IMU Navigation and Positioning

Authors: Behnam Zeinali, Hadi Zandizari, J. Morris Chang

Subjects: Robotics (cs.RO)

[20]  arXiv:2208.00081 [pdf, other]

Title: Sampling Attacks on Meta Reinforcement Learning: A Minimax Formulation and Complexity Analysis

Authors: Tao Li, Haozhe Lei, Quanyan Zhu

Comments: updates: github repo posted

Subjects: Machine Learning (cs.LG); Cryptography and Security (cs.CR)

[21]  arXiv:2208.00083 [pdf, other]

Title: Coordinated control in multi-terminal VSC-HVDC systems to improve transient stability: Impact on electromechanical-oscillation damping

Authors: Javier Renedo, Luis Rouco, Aurelio Garcia-Cerrada, Lukas Sigrist

Subjects: Systems and Control (eess.SY)

[22]  arXiv:2208.00085 [pdf, other]

Title: Machine Learning and Computer Vision Techniques in Continuous Beehive Monitoring Applications: A survey

Authors: Simon Bilik, Tomas Zemcik, Lukas Kratochvila, Dominik Ricanek, Milos Richter, Sebastian Zambanini, Karel Horak

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[23]  arXiv:2208.00086 [pdf, ps, other]

Title: URLLC with Coded Massive MIMO via Random Linear Codes and GRAND

Authors: Sahar Allahkaram, Francisco A. Monteiro, Ioannis Chatzigeorgiou

Journal-ref: Proc. of IEEE 96th Vehicular Technology Conference (VTC2022-Fall), London, United Kingdom, Sep. 2022

Subjects: Information Theory (cs.IT)

[24]  arXiv:2208.00087 [pdf, ps, other]

Title: Low-complexity Approximate Convolutional Neural Networks

Authors: R. J. Cintra, S. Duffner, C. Garcia, A. Leite

Comments: 13 pages, 4 figures, 8 tables

Journal-ref: IEEE Transactions on Neural Networks and Learning Systems, v. 29, n. 12, Dec. 2018

Subjects: Machine Learning (cs.LG); Computational Complexity (cs.CC); Computer Vision and Pattern Recognition (cs.CV); Signal Processing (eess.SP); Methodology (stat.ME)

[25]  arXiv:2208.00088 [pdf, other]

Title: Improved Policy Optimization for Online Imitation Learning

Authors: Jonathan Wilder Lavington, Sharan Vaswani, Mark Schmidt

Comments: To be published in Conference on Lifelong Learning Agents - CoLLAs 2022

Subjects: Machine Learning (cs.LG)