代码大模型 / AI 编程 - arXivDaily 专题

2007.13487 2020-11-19 cs.LG stat.ML 57%

Performance Evaluation of t-SNE and MDS Dimensionality Reduction Techniques with KNN, ENN and SVM Classifiers

Shadman Sakib, Md. Abu Bakr Siddique, Md. Abdur Rahman

专题命中代码评测：repository(abstract)；分类 cs.LG

Comments 2020 IEEE Region 10 Symposium (TENSYMP), 5-7 June 2020, Dhaka, Bangladesh

Journal ref 2020 IEEE Region 10 Symposium (TENSYMP)

2002.09576 2020-11-17 cs.CV cs.CR cs.LG 57%

UnMask: Adversarial Detection and Defense Through Robust Feature Alignment

Scott Freitas, Shang-Tse Chen, Zijie J. Wang, Duen Horng Chau

专题命中代码评测：repository(abstract)；分类 cs.LG

Comments Accepted into IEEE Big Data 2020

2011.04085 2020-11-10 cs.AI 57%

A Semantic Framework for Enabling Radio Spectrum Policy Management and Evaluation

H. Santos, A. Mulvehill, J. S. Erickson, J. P. McCusker, M. Gordon, O. Xie, S. Stouffer, G. Capraro, A. Pidwerbetsky, J. Burgess, A. Berlinsky, K. Turck, J. Ashdown, D. L. McGuinness

专题命中代码评测：repository(abstract)；分类 cs.AI

Journal ref The Semantic Web - ISWC 2020. ISWC 2020. Lecture Notes in Computer Science, vol 12507

1908.03595 2020-11-09 cs.LG stat.ML 57%

Adaptive Ensemble of Classifiers with Regularization for Imbalanced Data Classification

Chen Wang, Chengyuan Deng, Zhoulu Yu, Dafeng Hui, Xiaofeng Gong, Ruisen Luo

专题命中代码评测：repository(abstract)；分类 cs.LG

Comments Major revision; Change of authors due to contributions

2010.06301 2020-10-14 cs.SE 57%

Automating App Review Response Generation Based on Contextual Knowledge

Cuiyun Gao, Wenjie Zhou, Xin Xia, David Lo, Qi Xie, Michael R. Lyu

专题命中代码评测：repository(abstract)；分类 cs.SE

Comments 24 pages, 12 figures

2010.04890 2020-10-13 cs.LG math.ST stat.ML stat.TH 57%

Rare-Event Simulation for Neural Network and Random Forest Predictors

Yuanlu Bai, Zhiyuan Huang, Henry Lam, Ding Zhao

专题命中代码评测：repository(abstract)；分类 cs.LG

2007.06565 2020-10-02 eess.IV cs.CV cs.LG 57%

FocusLiteNN: High Efficiency Focus Quality Assessment for Digital Pathology

Zhongling Wang, Mahdi S. Hosseini, Adyn Miles, Konstantinos N. Plataniotis, Zhou Wang

专题命中代码评测：repository(abstract)；分类 cs.LG

Comments To be published in the 23rd International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2020

1909.09003 2020-09-11 cs.RO cs.LG 57%

Graph Neural Networks for Human-aware Social Navigation

Luis J. Manso, Ronit R. Jorvekar, Diego R. Faria, Pablo Bustos, Pilar Bachiller

专题命中代码评测：repository(abstract)；分类 cs.LG

Comments Accepted for publication in the 21st International Workshop of Physical Agents (WAF2020)

2009.01769 2020-09-04 cs.DB cs.AI 57%

HyperBench: A Benchmark and Tool for Hypergraphs and Empirical Findings

Wolfgang Fischl, Georg Gottlob, Davide Mario Longo, Reinhard Pichler

专题命中代码评测：repository(abstract)；分类 cs.AI

Comments arXiv admin note: substantial text overlap with arXiv:1811.08181

2008.10010 2020-08-25 cs.CV cs.LG cs.SD eess.AS 57%

A Lip Sync Expert Is All You Need for Speech to Lip Generation In The Wild

K R Prajwal, Rudrabha Mukhopadhyay, Vinay Namboodiri, C V Jawahar

专题命中代码评测：repository(abstract)；分类 cs.LG

Comments 9 pages (including references), 3 figures, Accepted in ACM Multimedia, 2020

2008.00279 2020-08-04 cs.IR cs.CL 57%

An Empirical Study of Clarifying Question-Based Systems

Jie Zou, Evangelos Kanoulas, Yiqun Liu

专题命中代码评测：repository(abstract)；分类 cs.CL

Comments Parts of content are published on CIKM 2020

2005.05930 2020-07-13 cs.LG cs.CV cs.NE stat.ML 57%

Localized convolutional neural networks for geospatial wind forecasting

Arnas Uselis, Mantas Lukoševičius, Lukas Stasytis

专题命中代码评测：repository(abstract)；分类 cs.LG

Journal ref Energies, 13 (13), pp. 3440, 2020

2005.00113 2020-07-01 cs.LG stat.ML 57%

Challenges in Benchmarking Stream Learning Algorithms with Real-world Data

Vinicius M. A. Souza, Denis M. dos Reis, Andre G. Maletzke, Gustavo E. A. P. A. Batista

专题命中代码评测：repository(abstract)；分类 cs.LG

Comments Preprint of article accepted for publication in the journal Data Mining and Knowledge Discovery

2006.11719 2020-06-23 cs.IR cs.CL 57%

Match$^2$: A Matching over Matching Model for Similar Question Identification

Zizhen Wang, Yixing Fan, Jiafeng Guo, Liu Yang, Ruqing Zhang, Yanyan Lan, Xueqi Cheng, Hui Jiang, Xiaozhao Wang

专题命中代码评测：repository(abstract)；分类 cs.CL

Comments Accepted by SIGIR 2020. 10 pages

1911.11433 2020-05-22 cs.LG cs.CV cs.IR eess.IV stat.ML 57%

"You might also like this model": Data Driven Approach for Recommending Deep Learning Models for Unknown Image Datasets

Ameya Prabhu, Riddhiman Dasgupta, Anush Sankaran, Srikanth Tamilselvam, Senthil Mani

专题命中代码评测：repository(abstract)；分类 cs.LG

Comments NeurIPS 2019, New in ML Group

2005.01654 2020-05-14 cs.CR cs.AI 57%

Learning the Associations of MITRE ATT&CK Adversarial Techniques

Rawan Al-Shaer, Jonathan M. Spring, Eliana Christou

专题命中代码评测：repository(abstract)；分类 cs.AI

Comments 13 pages, 15 figures. Pre-print / expanded version of paper accepted for publication at IEEE CNS 2020

2003.09758 2020-03-24 cs.LG cs.DB stat.ML 57%

ARDA: Automatic Relational Data Augmentation for Machine Learning

Nadiia Chepurko, Ryan Marcus, Emanuel Zgraggen, Raul Castro Fernandez, Tim Kraska, David Karger

专题命中代码评测：repository(abstract)；分类 cs.LG

1912.00965 2020-03-04 cs.LG stat.ML 57%

AP-Perf: Incorporating Generic Performance Metrics in Differentiable Learning

Rizal Fathony, J. Zico Kolter

专题命中代码评测：repository(abstract)；分类 cs.LG

Comments Appears in the Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics (AISTATS) 2020

2003.00584 2020-03-03 cs.SE cs.DB cs.PF 57%

Change Point Detection in Software Performance Testing

David Daly, William Brown, Henrik Ingo, Jim O'Leary, David Bradford

专题命中代码评测：repository(abstract)；分类 cs.SE

1902.03453 2020-02-21 cs.LG stat.ML 57%

Distance metric learning based on structural neighborhoods for dimensionality reduction and classification performance improvement

Mostafa Razavi Ghods, Mohammad Hossein Moattar, Yahya Forghani

专题命中代码评测：repository(abstract)；分类 cs.LG

Comments 30 pages, 5 figures

2001.02639 2020-02-05 cs.HC cs.SE 57%

On the Evaluation of Intelligent Process Automation

Deborah Ferreira, Julia Rozanova, Krishna Dubba, Dell Zhang, Andre Freitas

专题命中代码评测：program synthesis(abstract)；分类 cs.SE

Comments Submitted to the AAAI-20 Workshop on Intelligent Process Automation

2001.10723 2020-01-30 cs.PL cs.LO 57%

Concise Read-Only Specifications for Better Synthesis of Programs with Pointers -- Extended Version

Andreea Costea, Amy Zhu, Nadia Polikarpova, Ilya Sergey

专题命中代码评测：program synthesis(abstract)；分类 cs.PL

1912.12637 2020-01-01 math.OC cs.LG 57%

DEFT-FUNNEL: an open-source global optimization solver for constrained grey-box and black-box problems

Phillipe R. Sampaio

专题命中代码评测：repository(abstract)；分类 cs.LG

1912.05530 2019-12-12 cs.CY cs.AI 57%

Adverse Childhood Experiences Ontology for Mental Health Surveillance, Research, and Evaluation: Advanced Knowledge Representation and Semantic Web Techniques

Jon Hael Brenas, Eun Kyong Shin, Arash Shaban-Nejad

专题命中代码评测：repository(abstract)；分类 cs.AI

Comments 11 Pages, 10 figures

Journal ref JMIR Ment Health. 2019 May 21;6(5):e13498

1904.09416 2019-12-09 cs.SE 57%

An Analysis of 35+ Million Jobs of Travis CI

Thomas Durieux, Rui Abreu, Martin Monperrus, Tegawendé F. Bissyandé, Luís Cruz

专题命中代码评测：repository(abstract)；分类 cs.SE

Journal ref Proceedings of the International Conference on Software Maintenance and Evolution (ICSME), 2019

1911.00896 2019-11-05 cs.LG stat.ML 57%

Generalized Learning with Rejection for Classification and Regression Problems

Amina Asif, Fayyaz ul Amir Afsar Minhas

专题命中代码评测：repository(abstract)；分类 cs.LG

1910.13764 2019-10-31 eess.SY cs.SE cs.SY eess.SP 57%

Software Framework for Tribotronic Systems

Jarno Kansanaho, Tommi Kärkkäinen

专题命中代码评测：repository(abstract)；分类 cs.SE

1910.09313 2019-10-22 cs.IR cs.DL cs.LG stat.ML 57%

Using Supervised Learning to Classify Metadata of Research Data by Discipline of Research

Tobias Weber, Dieter Kranzlmüller, Michael Fromm, Nelson Tavares de Sousa

专题命中代码评测：repository(abstract)；分类 cs.LG

1904.09068 2019-08-27 cs.IR cs.CL 57%

A Hybrid Retrieval-Generation Neural Conversation Model

Liu Yang, Junjie Hu, Minghui Qiu, Chen Qu, Jianfeng Gao, W. Bruce Croft, Xiaodong Liu, Yelong Shen, Jingjing Liu

专题命中代码评测：repository(abstract)；分类 cs.CL

Comments Accepted as a Full Paper in CIKM 2019. 10 pages

1908.08856 2019-08-26 eess.IV cs.CV cs.LG 57%

Assessing Knee OA Severity with CNN attention-based end-to-end architectures

Marc Górriz, Joseph Antony, Kevin McGuinness, Xavier Giró-i-Nieto, Noel E. O'Connor

专题命中代码评测：repository(abstract)；分类 cs.LG

Comments Proceedings of the 2nd International Conference on Medical Imaging with Deep Learning

Journal ref Proceedings of The 2nd International Conference on Medical Imaging with Deep Learning, PMLR 102:197-214, 2019

1. 代码评测 1740 篇

Performance Evaluation of t-SNE and MDS Dimensionality Reduction Techniques with KNN, ENN and SVM Classifiers

UnMask: Adversarial Detection and Defense Through Robust Feature Alignment

A Semantic Framework for Enabling Radio Spectrum Policy Management and Evaluation

Adaptive Ensemble of Classifiers with Regularization for Imbalanced Data Classification

Automating App Review Response Generation Based on Contextual Knowledge

Rare-Event Simulation for Neural Network and Random Forest Predictors

FocusLiteNN: High Efficiency Focus Quality Assessment for Digital Pathology

Graph Neural Networks for Human-aware Social Navigation

HyperBench: A Benchmark and Tool for Hypergraphs and Empirical Findings

A Lip Sync Expert Is All You Need for Speech to Lip Generation In The Wild

An Empirical Study of Clarifying Question-Based Systems

Localized convolutional neural networks for geospatial wind forecasting

Challenges in Benchmarking Stream Learning Algorithms with Real-world Data

Match$^2$: A Matching over Matching Model for Similar Question Identification

"You might also like this model": Data Driven Approach for Recommending Deep Learning Models for Unknown Image Datasets

Learning the Associations of MITRE ATT&CK Adversarial Techniques

ARDA: Automatic Relational Data Augmentation for Machine Learning

AP-Perf: Incorporating Generic Performance Metrics in Differentiable Learning

Change Point Detection in Software Performance Testing

Distance metric learning based on structural neighborhoods for dimensionality reduction and classification performance improvement

On the Evaluation of Intelligent Process Automation

Concise Read-Only Specifications for Better Synthesis of Programs with Pointers -- Extended Version

DEFT-FUNNEL: an open-source global optimization solver for constrained grey-box and black-box problems

Adverse Childhood Experiences Ontology for Mental Health Surveillance, Research, and Evaluation: Advanced Knowledge Representation and Semantic Web Techniques

An Analysis of 35+ Million Jobs of Travis CI

Generalized Learning with Rejection for Classification and Regression Problems

Software Framework for Tribotronic Systems

Using Supervised Learning to Classify Metadata of Research Data by Discipline of Research

A Hybrid Retrieval-Generation Neural Conversation Model

Assessing Knee OA Severity with CNN attention-based end-to-end architectures