代码大模型 / AI 编程 - arXivDaily 专题

2203.16987 2022-04-01 cs.SE 57%

Leveraging Predictions from Multiple Repositories to Improve Bot Detection

Natarajan Chidambaram, Alexandre Decan, Mehdi Golzadeh

专题命中仓库级理解：repository(abstract)；分类 cs.SE

Comments 4 pages, 2 figures, 3 tables

2203.15935 2022-04-01 cs.LG 57%

Graph Neural Networks in IoT: A Survey

Guimin Dong, Mingyue Tang, Zhiyuan Wang, Jiechao Gao, Sikun Guo, Lihua Cai, Robert Gutierrez, Bradford Campbell, Laura E. Barnes, Mehdi Boukhechba

专题命中仓库级理解：repository(abstract)；分类 cs.LG

2109.12497 2022-03-31 cs.LG cs.DC cs.IT math.IT 57%

Unbiased Single-scale and Multi-scale Quantizers for Distributed Optimization

S Vineeth

专题命中仓库级理解：repository(abstract)；分类 cs.LG

Comments AAAI-22 Workshop on Information Theory for Deep Learning (IT4DL)

2203.10123 2022-03-22 cs.CL 57%

Event Coreference Resolution for Contentious Politics Events

Ali Hürriyetoğlu, Osman Mutlu, Fatih Beyhan, Fırat Duruşan, Ali Safaya, Reyyan Yeniterzi, Erdem Yörük

专题命中仓库级理解：repository(abstract)；分类 cs.CL

2203.04876 2022-03-10 eess.SP cs.LG 57%

Structural & Granger CAUSALITY for IoT Digital Twin

PG Madhavan

专题命中仓库级理解：repository(abstract)；分类 cs.LG

Comments 7 pages

2011.04127 2022-03-03 cs.LG 57%

What Does CNN Shift Invariance Look Like? A Visualization Study

Jake Lee, Junfeng Yang, Zhangyang Wang

专题命中仓库级理解：repository(abstract)；分类 cs.LG

Comments Presented at the 2020 ECCV Workshop on Real-World Computer Vision from Inputs with Limited Quality (RLQ-TOD 2020), Glasgow, Scotland

2202.13953 2022-03-01 cs.CR cs.SE 57%

Practical Automated Detection of Malicious npm Packages

Adriana Sejfia, Max Schäfer

专题命中仓库级理解：repository(abstract)；分类 cs.SE

Comments 12 pages, accepted for publication at ICSE 2022

2202.09487 2022-02-23 cs.CV cs.AI cs.RO 57%

SAGE: SLAM with Appearance and Geometry Prior for Endoscopy

Xingtong Liu, Zhaoshuo Li, Masaru Ishii, Gregory D. Hager, Russell H. Taylor, Mathias Unberath

专题命中仓库级理解：repository(abstract)；分类 cs.AI

Comments Accepted to ICRA 2022

2202.09381 2022-02-22 cs.CL 57%

Synthetic Disinformation Attacks on Automated Fact Verification Systems

Yibing Du, Antoine Bosselut, Christopher D. Manning

专题命中仓库级理解：repository(abstract)；分类 cs.CL

Comments AAAI 2022

2202.06041 2022-02-22 cs.CL cs.IR 57%

A multi-task semi-supervised framework for Text2Graph & Graph2Text

Oriol Domingo, Marta R. Costa-jussà, Carlos Escolano

专题命中仓库级理解：repository(abstract)；分类 cs.CL

Comments 5 pages, 2 figures, 3 tables and 8 equations

2202.06562 2022-02-15 cs.SE 57%

Gamekins: Gamifying Software Testing in Jenkins

Philipp Straubinger, Gordon Fraser

专题命中仓库级理解：repository(abstract)；分类 cs.SE

2004.09817 2022-02-11 cs.NI cs.LG 57%

Lottery Hypothesis based Unsupervised Pre-training for Model Compression in Federated Learning

Sohei Itahara, Takayuki Nishio, Masahiro Morikura, Koji Yamamoto

专题命中仓库级理解：repository(abstract)；分类 cs.LG

2202.02974 2022-02-08 cs.SE cs.HC 57%

What Makes a Good Commit Message?

Yingchen Tian, Yuxia Zhang, Klaas-Jan Stol, Lin Jiang, Hui Liu

专题命中仓库级理解：repository(abstract)；分类 cs.SE

2202.02595 2022-02-08 cs.CV cs.LG 57%

Memory Defense: More Robust Classification via a Memory-Masking Autoencoder

Eashan Adhikarla, Dan Luo, Brian D. Davison

专题命中仓库级理解：repository(abstract)；分类 cs.LG

Comments 11 pages

2103.07853 2022-02-04 cs.LG cs.CR 57%

Membership Inference Attacks on Machine Learning: A Survey

Hongsheng Hu, Zoran Salcic, Lichao Sun, Gillian Dobbie, Philip S. Yu, Xuyun Zhang

专题命中仓库级理解：repository(abstract)；分类 cs.LG

Comments Accepted by ACM Computing Surveys

2202.00678 2022-02-03 eess.IV cs.CV cs.LG 57%

Classification of Skin Cancer Images using Convolutional Neural Networks

Kartikeya Agarwal, Tismeet Singh

专题命中仓库级理解：repository(abstract)；分类 cs.LG

2110.07353 2022-01-31 stat.ML cs.LG 57%

Interpretable transformed ANOVA approximation on the example of the prevention of forest fires

Daniel Potts, Michael Schmischke

专题命中仓库级理解：repository(abstract)；分类 cs.LG

Journal ref Frontiers in Applied Mathematics and Statistics, 8, 795250, 2022

2009.05805 2022-01-25 cs.LG stat.ML 57%

Multi-way Spectral Clustering of Augmented Multi-view Data through Deep Collective Matrix Tri-factorization

Ragunathan Mariappan, Siva Rajesh Kasa, Vaibhav Rajan

专题命中仓库级理解：repository(abstract)；分类 cs.LG

1906.00398 2022-01-24 cs.LG cs.SI stat.ML 57%

Cost-sensitive Boosting Pruning Trees for depression detection on Twitter

Lei Tong, Zhihua Liu, Zheheng Jiang, Feixiang Zhou, Long Chen, Jialin Lyu, Xiangrong Zhang, Qianni Zhang, Abdul Sadka Senior, Yinhai Wang, Ling Li, Huiyu Zhou

专题命中仓库级理解：repository(abstract)；分类 cs.LG

Comments 15 pages, 7 figures, Accepted by IEEE transactions on Affective Computing

2201.04588 2022-01-13 cs.SE cs.CY cs.SI physics.soc-ph 57%

Big Data = Big Insights? Operationalising Brooks' Law in a Massive GitHub Data Set

Christoph Gote, Pavlin Mavrodiev, Frank Schweitzer, Ingo Scholtes

专题命中仓库级理解：repository(abstract)；分类 cs.SE

Comments Conference: ICSE 2022 - The 44th International Conference on Software Engineering, 25 pages, 4 figures, 3 tables

2109.02492 2022-01-07 cs.CL 57%

DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization

Ming Zhong, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng

专题命中仓库级理解：repository(abstract)；分类 cs.CL

Comments Accepted by AAAI 2022

2106.02533 2022-01-03 cs.NI cs.LG 57%

Graph-based Deep Learning for Communication Networks: A Survey

Weiwei Jiang

专题命中仓库级理解：repository(abstract)；分类 cs.LG

Comments Accepted by Elsevier Computer Communications. Github link: https://github.com/jwwthu/GNN-Communication-Networks

Journal ref Computer Communications, 2021

2112.13800 2021-12-28 cs.CL 57%

"A Passage to India": Pre-trained Word Embeddings for Indian Languages

Kumar Saurav, Kumar Saunack, Diptesh Kanojia, Pushpak Bhattacharyya

专题命中仓库级理解：repository(abstract)；分类 cs.CL

Comments Published at LREC 2020

2110.03352 2021-12-28 eess.IV cs.CV cs.LG 57%

Optimized U-Net for Brain Tumor Segmentation

Michał Futrega, Alexandre Milesi, Michal Marcinkiewicz, Pablo Ribalta

专题命中仓库级理解：repository(abstract)；分类 cs.LG

Comments 15 pages, 7 figures, MICCAI submission, BraTS21 submission

2112.12635 2021-12-24 cs.LG 57%

AcME -- Accelerated Model-agnostic Explanations: Fast Whitening of the Machine-Learning Black Box

David Dandolo, Chiara Masiero, Mattia Carletti, Davide Dalle Pezze, Gian Antonio Susto

专题命中仓库级理解：repository(abstract)；分类 cs.LG

2111.00826 2021-12-20 cs.AI 57%

Reproducibility as a Mechanism for Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial Intelligence

Ana Lucic, Maurits Bleeker, Sami Jullien, Samarth Bhargav, Maarten de Rijke

专题命中仓库级理解：repository(abstract)；分类 cs.AI

Comments Accepted to the AAAI Symposium on Educational Advances in AI (EAAI 2022)

2112.01629 2021-12-06 eess.IV cs.AI cs.CV 57%

Engineering AI Tools for Systematic and Scalable Quality Assessment in Magnetic Resonance Imaging

Yukai Zou, Ikbeom Jang

专题命中仓库级理解：repository(abstract)；分类 cs.AI

Comments 6 pages, 2 figures, NeurIPS Data-Centric AI Workshop 2021 (Virtual)

2111.15432 2021-12-01 cs.LG 57%

TiWS-iForest: Isolation Forest in Weakly Supervised and Tiny ML scenarios

Tommaso Barbariol, Gian Antonio Susto

专题命中仓库级理解：repository(abstract)；分类 cs.LG

2111.10207 2021-11-22 eess.AS cs.LG q-bio.QM 57%

Comparative Study of Speech Analysis Methods to Predict Parkinson's Disease

Adedolapo Aishat Toye, Suryaprakash Kompalli

专题命中仓库级理解：repository(abstract)；分类 cs.LG

Comments Machine Learning for Health (ML4H) - Extended Abstract

2111.09127 2021-11-19 cs.LG 57%

Outlier Detection as Instance Selection Method for Feature Selection in Time Series Classification

David Cemernek

专题命中仓库级理解：repository(abstract)；分类 cs.LG

Comments Master's Thesis to achieve the university degree of Diplom-Ingenieur Master's degree program: Software Engineering and Management submitted to Graz University of Technology Supervisor Dr. Roman Kern, Institute of Interactive Systems and Data Science Head: Univ.-Prof. Dipl.-Inf. Dr. Stefanie Lindstaedt

1. 仓库级理解 3963 篇

Leveraging Predictions from Multiple Repositories to Improve Bot Detection

Graph Neural Networks in IoT: A Survey

Unbiased Single-scale and Multi-scale Quantizers for Distributed Optimization

Event Coreference Resolution for Contentious Politics Events

Structural & Granger CAUSALITY for IoT Digital Twin

What Does CNN Shift Invariance Look Like? A Visualization Study

Practical Automated Detection of Malicious npm Packages

SAGE: SLAM with Appearance and Geometry Prior for Endoscopy

Synthetic Disinformation Attacks on Automated Fact Verification Systems

A multi-task semi-supervised framework for Text2Graph & Graph2Text

Gamekins: Gamifying Software Testing in Jenkins

Lottery Hypothesis based Unsupervised Pre-training for Model Compression in Federated Learning

What Makes a Good Commit Message?

Memory Defense: More Robust Classification via a Memory-Masking Autoencoder

Membership Inference Attacks on Machine Learning: A Survey

Classification of Skin Cancer Images using Convolutional Neural Networks

Interpretable transformed ANOVA approximation on the example of the prevention of forest fires

Multi-way Spectral Clustering of Augmented Multi-view Data through Deep Collective Matrix Tri-factorization

Cost-sensitive Boosting Pruning Trees for depression detection on Twitter

Big Data = Big Insights? Operationalising Brooks' Law in a Massive GitHub Data Set

DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization

Graph-based Deep Learning for Communication Networks: A Survey

"A Passage to India": Pre-trained Word Embeddings for Indian Languages

Optimized U-Net for Brain Tumor Segmentation

AcME -- Accelerated Model-agnostic Explanations: Fast Whitening of the Machine-Learning Black Box

Reproducibility as a Mechanism for Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial Intelligence

Engineering AI Tools for Systematic and Scalable Quality Assessment in Magnetic Resonance Imaging

TiWS-iForest: Isolation Forest in Weakly Supervised and Tiny ML scenarios

Comparative Study of Speech Analysis Methods to Predict Parkinson's Disease

Outlier Detection as Instance Selection Method for Feature Selection in Time Series Classification