代码大模型 / AI 编程 - arXivDaily 专题

2210.02349 2022-10-06 eess.IV cs.CV cs.LG q-bio.NC 57%

Fitting a Directional Microstructure Model to Diffusion-Relaxation MRI Data with Self-Supervised Machine Learning

Jason P. Lim, Stefano B. Blumberg, Neil Narayan, Sean C. Epstein, Daniel C. Alexander, Marco Palombo, Paddy J. Slator

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

Comments Oral Presentation in: Computational Diffusion MRI Workshop (CDMRI) at Medical Image Computing and Computer Assisted Intervention (MICCAI) 2022

2204.11526 2022-09-29 cs.LG cs.CV 57%

Selective Cross-Task Distillation

Su Lu, Han-Jia Ye, De-Chuan Zhan

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

2204.05206 2022-09-27 cs.AI 57%

Access to care: analysis of the geographical distribution of healthcare using Linked Open Data

Selene Baez Santamaria, Emmanouil Manousogiannis, Guusje Boomgaard, Linh P. Tran, Zoltan Szlavik, Robert-Jan Sips

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

Comments Accepted at 4th Workshop on Semantic Web solutions for large-scale biomedical data analytics (SeWeBMeDA-2020)

2209.10018 2022-09-22 cs.LG 57%

Dataset: Impact Events for Structural Health Monitoring of a Plastic Thin Plate

Ioannis Katsidimas, Thanasis Kotzakolios, Sotiris Nikoletseas, Stefanos H. Panagiotou, Konstantinos Timpilis, Constantinos Tsakonas

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

Comments 6 pages, 13 figures

2112.07493 2022-09-22 cs.AI 57%

EABlock: A Declarative Entity Alignment Block for Knowledge Graph Creation Pipelines

Samaneh Jozashoori, Ahmad Sakor, Enrique Iglesias, Maria-Esther Vidal

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

2209.09102 2022-09-20 cs.CV cs.LG 57%

Improving Accuracy and Explainability of Online Handwriting Recognition

Hilda Azimi, Steven Chang, Jonathan Gold, Koray Karabina

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

Comments 20 pages, 8 figures, 2 tables,

2209.05778 2022-09-20 cs.CV cs.AI 57%

Self-supervised motion descriptor for cardiac phase detection in 4D CMR based on discrete vector field estimations

Sven Koehler, Tarique Hussain, Hamza Hussain, Daniel Young, Samir Sarikouch, Thomas Pickhardt, Gerald Greil, Sandy Engelhardt

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

Comments accepted for the STACOM2022 workshop @ MICCAI2022

2110.15705 2022-09-12 cs.CL 57%

Distilling Relation Embeddings from Pre-trained Language Models

Asahi Ushio, Jose Camacho-Collados, Steven Schockaert

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

Comments EMNLP 2021 main conference

2201.02693 2022-09-07 cs.LG cs.CV eess.IV eess.SP 57%

BottleFit: Learning Compressed Representations in Deep Neural Networks for Effective and Efficient Split Computing

Yoshitomo Matsubara, Davide Callegaro, Sameer Singh, Marco Levorato, Francesco Restuccia

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

Comments Accepted to IEEE WoWMoM 2022. Code and models are available at https://github.com/yoshitomo-matsubara/bottlefit-split_computing

Journal ref 2022 IEEE 23rd International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM)

2010.09293 2022-09-05 cs.LG cs.CR stat.ML 57%

Privacy-preserving Data Sharing on Vertically Partitioned Data

Razane Tajeddine, Joonas Jälkö, Samuel Kaski, Antti Honkela

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

2209.00599 2022-09-02 cs.CL 57%

Why Do Neural Language Models Still Need Commonsense Knowledge to Handle Semantic Variations in Question Answering?

Sunjae Kwon, Cheongwoong Kang, Jiyeon Han, Jaesik Choi

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

Comments 38 pages, 19 for main article and 19 for appendix

2209.00437 2022-09-02 cs.SE 57%

Agile Effort Estimation: Have We Solved the Problem Yet? Insights From A Second Replication Study (GPT2SP Replication Report)

Vali Tawosi, Rebecca Moussa, Federica Sarro

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

Comments Report

2106.09821 2022-09-02 cs.LG 57%

Generalized Learning Vector Quantization for Classification in Randomized Neural Networks and Hyperdimensional Computing

Cameron Diao, Denis Kleyko, Jan M. Rabaey, Bruno A. Olshausen

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

Comments 10 pages, 7 figures

Journal ref 2021 International Joint Conference on Neural Networks (IJCNN)

1909.09153 2022-09-02 cs.LG stat.ML 57%

Density Encoding Enables Resource-Efficient Randomly Connected Neural Networks

Denis Kleyko, Mansour Kheffache, E. Paxon Frady, Urban Wiklund, Evgeny Osipov

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

Comments 7 pages, 7 figures

Journal ref IEEE Transactions on Neural Networks and Learning Systems (2021), vol. 32, no. 8

2208.09600 2022-08-23 cs.LG 57%

Looking For A Match: Self-supervised Clustering For Automatic Doubt Matching In e-learning Platforms

Vedant Sandeep Joshi, Sivanagaraja Tatinati, Yubo Wang

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

2208.07501 2022-08-17 cs.SE 57%

Identifying Source Code File Experts

Otávio Cury, Guilherme Avelino, Pedro Santos Neto, Ricardo Britto, Marco Túlio Valente

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

Comments Accepted at 16th International Symposium on Empirical Software Engineering and Measurement (ESEM), 12 pages, 2022

2111.13507 2022-08-16 stat.ML cs.LG 57%

Using Shapley Values and Variational Autoencoders to Explain Predictive Models with Dependent Mixed Features

Lars Henry Berge Olsen, Ingrid Kristine Glad, Martin Jullum, Kjersti Aas

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

Journal ref Journal of Machine Learning Research 23 (2022) 1-51

2207.13222 2022-08-10 cs.LG cs.CY 57%

Information We Can Extract About a User From 'One Minute Mobile Application Usage'

Sarwan Ali

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

Comments 8 pages

2208.04074 2022-08-09 cs.SE 57%

Bug-Fix Variants: Visualizing Unique Source Code Changes across GitHub Forks

Daigo Imamura, Takashi Ishio, Raula Gaikovina Kula, Kenichi Matsumoto

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

Comments Accepted Short Paper to VISSOFT 2022

2208.02931 2022-08-08 cs.LG 57%

CIGAN: A Python Package for Handling Class Imbalance using Generative Adversarial Networks

Yuxiao Huang, Yan Ma

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

Comments 13 pages, 3 figures, 1 table

2208.01206 2022-08-08 cs.LG quant-ph 57%

Fast Kernel Density Estimation with Density Matrices and Random Fourier Features

Joseph A. Gallego, Juan F. Osorio, Fabio A. González

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

Comments 9 pages, 3 figures, 1 table

2207.04823 2022-08-02 cs.SE 57%

Adaptive Behavioral Model Learning for Software Product Lines

Shaghayegh Tavassoli, Carlos Diego Nascimento Damasceno, Ramtin Khosravi, Mohammad Reza Mousavi

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

Comments 12 pages, 10 figures, Paper accepted in the Research Track of the 26th ACM International Systems and Software Product Line Conference (SPLC 2022)

2206.11022 2022-08-02 cs.CL cs.DL 57%

Connecting a French Dictionary from the Beginning of the 20th Century to Wikidata

Pierre Nugues

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

Journal ref Proceedings of the 13th Language Resources and Evaluation Conference (LREC), Marseille, France pp. 2548-2555 (2022)

2206.09509 2022-08-02 cs.CV cs.AI cs.HC cs.RO 57%

Hybrid Facial Expression Recognition (FER2013) Model for Real-Time Emotion Classification and Prediction

Ozioma Collins Oguine, Kanyifeechukwu Jane Oguine, Hashim Ibrahim Bisallah, Daniel Ofuani

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

Comments 8 Pages, 8 Figures, 5 Tables

2207.02261 2022-07-29 cs.CV cs.LG 57%

OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning

Mamshad Nayeem Rizve, Navid Kardan, Salman Khan, Fahad Shahbaz Khan, Mubarak Shah

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

Comments Accepted to ECCV 2022

2202.07081 2022-07-27 stat.AP cs.CL 57%

Introducing the ICBe Dataset: Very High Recall and Precision Event Extraction from Narratives about International Crises

Rex W. Douglass, Thomas Leo Scherer, J. Andrés Gannon, Erik Gartzke, Jon Lindsay, Shannon Carcelli, Jonathan Wilkenfeld, David M. Quinn, Catherine Aiken, Jose Miguel Cabezas Navarro, Neil Lund, Egle Murauskaite, Diana Partridge

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

Comments v1.1

2207.08944 2022-07-20 cs.CV cs.LG 57%

Robustar: Interactive Toolbox Supporting Precise Data Annotation for Robust Vision Learning

Chonghan Chen, Haohan Wang, Leyang Hu, Yuhao Zhang, Shuguang Lyu, Jingcheng Wu, Xinnuo Li, Linjing Sun, Eric P. Xing

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

Comments This paper introduces the first release of our software. The paper is expected to be updated as we continue to develop the software

2207.06647 2022-07-15 cs.LG 57%

PIAT: Physics Informed Adversarial Training for Solving Partial Differential Equations

Simin Shekarpaz, Mohammad Azizmalayeri, Mohammad Hossein Rohban

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

2207.04130 2022-07-12 eess.IV cs.CV cs.LG 57%

Multi-view Attention for gestational age at birth prediction

Mathieu Leclercq, Martin Styner, Juan Carlos Prieto

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

Comments 7 pages, 5 figures, 1 table

2206.13325 2022-06-28 cs.SE 57%

BashExplainer: Retrieval-Augmented Bash Code Comment Generation based on Fine-tuned CodeBERT

Chi Yu, Guang Yang, Xiang Chen, Ke Liu, Yanlin Zhou

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

Comments Accepted in ICSME2022

1. 仓库级理解 3963 篇

Fitting a Directional Microstructure Model to Diffusion-Relaxation MRI Data with Self-Supervised Machine Learning

Selective Cross-Task Distillation

Access to care: analysis of the geographical distribution of healthcare using Linked Open Data

Dataset: Impact Events for Structural Health Monitoring of a Plastic Thin Plate

EABlock: A Declarative Entity Alignment Block for Knowledge Graph Creation Pipelines

Improving Accuracy and Explainability of Online Handwriting Recognition

Self-supervised motion descriptor for cardiac phase detection in 4D CMR based on discrete vector field estimations

Distilling Relation Embeddings from Pre-trained Language Models

BottleFit: Learning Compressed Representations in Deep Neural Networks for Effective and Efficient Split Computing

Privacy-preserving Data Sharing on Vertically Partitioned Data

Why Do Neural Language Models Still Need Commonsense Knowledge to Handle Semantic Variations in Question Answering?

Agile Effort Estimation: Have We Solved the Problem Yet? Insights From A Second Replication Study (GPT2SP Replication Report)

Generalized Learning Vector Quantization for Classification in Randomized Neural Networks and Hyperdimensional Computing

Density Encoding Enables Resource-Efficient Randomly Connected Neural Networks

Looking For A Match: Self-supervised Clustering For Automatic Doubt Matching In e-learning Platforms

Identifying Source Code File Experts

Using Shapley Values and Variational Autoencoders to Explain Predictive Models with Dependent Mixed Features

Information We Can Extract About a User From 'One Minute Mobile Application Usage'

Bug-Fix Variants: Visualizing Unique Source Code Changes across GitHub Forks

CIGAN: A Python Package for Handling Class Imbalance using Generative Adversarial Networks

Fast Kernel Density Estimation with Density Matrices and Random Fourier Features

Adaptive Behavioral Model Learning for Software Product Lines

Connecting a French Dictionary from the Beginning of the 20th Century to Wikidata

Hybrid Facial Expression Recognition (FER2013) Model for Real-Time Emotion Classification and Prediction

OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning

Introducing the ICBe Dataset: Very High Recall and Precision Event Extraction from Narratives about International Crises

Robustar: Interactive Toolbox Supporting Precise Data Annotation for Robust Vision Learning

PIAT: Physics Informed Adversarial Training for Solving Partial Differential Equations

Multi-view Attention for gestational age at birth prediction

BashExplainer: Retrieval-Augmented Bash Code Comment Generation based on Fine-tuned CodeBERT