代码大模型 / AI 编程 - arXivDaily 专题

2204.09486 2023-02-23 q-bio.BM cs.LG 57%

Graph neural networks and attention-based CNN-LSTM for protein classification

Zhuangwei Shi, Bo Li

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

Comments Briefings of project outcomes about deep learning on protein classification

2108.08647 2023-02-01 cs.LG 57%

Multi-Center Federated Learning: Clients Clustering for Better Personalization

Guodong Long, Ming Xie, Tao Shen, Tianyi Zhou, Xianzhi Wang, Jing Jiang, Chengqi Zhang

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

Comments I have a duplicated arXiv versions for this paper that are 2108.08647 and 2005.01026. The 2108.08647 is a wrong version. I need use the 2005.01026 that has the most of citations of this work. I will withdraw this submission from 2108.08647, and then resubmit to 2005.01026. Sorry for causing confusion

Journal ref World Wide Web 26(2023)481-500

2206.13932 2023-01-16 cs.LG cs.CG cs.CV cs.GR eess.IV 57%

Discrete Morse Sandwich: Fast Computation of Persistence Diagrams for Scalar Data -- An Algorithm and A Benchmark

Pierre Guillou, Jules Vidal, Julien Tierny

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

2003.00982 2022-12-29 cs.LG stat.ML 57%

Benchmarking Graph Neural Networks

Vijay Prakash Dwivedi, Chaitanya K. Joshi, Anh Tuan Luu, Thomas Laurent, Yoshua Bengio, Xavier Bresson

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

Comments Benchmarking framework on GitHub at https://github.com/graphdeeplearning/benchmarking-gnns

Journal ref Journal of Machine Learning Research (JMLR), 2022

2205.14297 2022-11-30 cs.CV cs.LG 57%

Fake It Till You Make It: Towards Accurate Near-Distribution Novelty Detection

Hossein Mirzaei, Mohammadreza Salehi, Sajjad Shahabi, Efstratios Gavves, Cees G. M. Snoek, Mohammad Sabokrou, Mohammad Hossein Rohban

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

2211.12419 2022-11-23 cs.LG cs.CV 57%

Accuracy Prediction for NAS Acceleration using Feature Selection and Extrapolation

Tal Hakim

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

2211.09569 2022-11-18 cs.CV cs.LG 57%

DeepVoxNet2: Yet another CNN framework

Jeroen Bertels, David Robben, Robin Lemmens, Dirk Vandermeulen

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

Comments 15 pages, part of PhD thesis KU Leuven 2022 "Understanding Final Infarct Prediction in Acute Ischemic Stroke Using Convolutional Neural Networks"

2205.12673 2022-10-27 cs.CL 57%

InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning

Prakhar Gupta, Cathy Jiao, Yi-Ting Yeh, Shikib Mehri, Maxine Eskenazi, Jeffrey P. Bigham

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

Comments EMNLP 2022

2210.14204 2022-10-26 eess.SY cs.LG cs.SY 57%

pmuBAGE: The Benchmarking Assortment of Generated PMU Data for Power System Events

Brandon Foggo, Koji Yamashita, Nanpeng Yu

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

Comments 13 pages. arXiv admin note: substantial text overlap with arXiv:2204.01095

2210.11146 2022-10-21 cs.LG cs.CV eess.IV 57%

Reproducibility of the Methods in Medical Imaging with Deep Learning

Attila Simko, Anders Garpebring, Joakim Jonsson, Tufve Nyholm, Tommy Löfstedt

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

2210.07197 2022-10-14 cs.CL 57%

Towards a Unified Multi-Dimensional Evaluator for Text Generation

Ming Zhong, Yang Liu, Da Yin, Yuning Mao, Yizhu Jiao, Pengfei Liu, Chenguang Zhu, Heng Ji, Jiawei Han

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

Comments EMNLP 2022

2209.13978 2022-09-29 cs.SE 57%

Feature Sets in Just-in-Time Defect Prediction: An Empirical Evaluation

Peter Bludau, Alexander Pretschner

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

Comments 10 pages, 3 figures, accepted at the 18th edition of the International Conference on Predictive Models and Data Analytics in Software Engineering (PROMISE'22)

2209.10542 2022-09-23 cs.LG 57%

A Tent Lévy Flying Sparrow Search Algorithm for Feature Selection: A COVID-19 Case Study

Qinwen Yang, Yuelin Gao, Yanjie Song

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

2207.10128 2022-09-13 cs.LG cs.SI 57%

Towards Better Evaluation for Dynamic Link Prediction

Farimah Poursafaei, Shenyang Huang, Kellin Pelrine, Reihaneh Rabbany

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

2208.08603 2022-08-29 cs.SE 57%

An Empirical Evaluation of Competitive Programming AI: A Case Study of AlphaCode

Sila Lertbanjongngam, Bodin Chinthanet, Takashi Ishio, Raula Gaikovina Kula, Pattara Leelaprute, Bundit Manaskasemsak, Arnon Rungsawang, Kenichi Matsumoto

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

Comments Accepted to the 16th International Workshop on Software Clones (IWSC 2022)

2208.08265 2022-08-18 stat.ML cs.LG 57%

Semi-Supervised Anomaly Detection Based on Quadratic Multiform Separation

Ko-Hui Michael Fan, Chih-Chung Chang, Kuang-Hsiao-Yin Kongguoluo

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

2208.06692 2022-08-16 cs.CR cs.LG 57%

BinBert: Binary Code Understanding with a Fine-tunable and Execution-aware Transformer

Fiorella Artuso, Marco Mormando, Giuseppe A. Di Luna, Leonardo Querzoni

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

2204.07276 2022-08-04 cs.LG cs.MS stat.ML 57%

auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data

Chirag Nagpal, Willa Potosnak, Artur Dubrawski

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

2207.12503 2022-08-03 cs.LG 57%

Benchmark time series data sets for PyTorch -- the torchtime package

Philip Darke, Paolo Missier, Jaume Bacardit

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

Comments 15 pages

2106.03898 2022-07-26 hep-ex cs.LG hep-ph 57%

SPANet: Generalized Permutationless Set Assignment for Particle Physics using Symmetry Preserving Attention

Alexander Shmakov, Michael James Fenton, Ta-Wei Ho, Shih-Chieh Hsu, Daniel Whiteson, Pierre Baldi

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

Comments published in SciPost

Journal ref SciPost Phys. 12, 178 (2022)

2207.07208 2022-07-18 cs.LG 57%

Provably Adversarially Robust Nearest Prototype Classifiers

Václav Voráček, Matthias Hein

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

Comments Accepted at ICML 2022

2008.09167 2022-07-05 cs.LG cs.RO stat.ML 57%

Imitation Learning with Sinkhorn Distances

Georgios Papagiannis, Yunpeng Li

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

Comments Published as a conference paper at ECML PKDD 2022

Journal ref ECML PKDD 2022

2109.13099 2022-06-29 cs.SE 57%

Clone-based code method usage pattern mining

Zhipeng Xue, Yuanliang Zhang, Rulin Xu

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

Comments 5 pages, accepted by ICPC2022-ERA

2205.02599 2022-06-27 cs.SE 57%

Applicability of Software Reliability Growth Models to Open Source Software

Radoslav Micko, Stanislav Chren, Bruno Rossi

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

1909.11977 2022-06-07 cs.LG cs.NE 57%

Stochastic Weight Matrix-based Regularization Methods for Deep Neural Networks

Patrik Reizinger, Bálint Gyires-Tóth

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

Comments Preprint of an LOD 2019 conference paper, 12 pages, 5 figures

Journal ref Springer LNCS. 11943 (2020) 45-57

2107.04911 2022-05-17 cs.LG 57%

Learning Concept Lengths Accelerates Concept Learning in ALC

N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo

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

Comments 15 pages, 2 figures, 7 tables

2205.04032 2022-05-10 cs.LG cs.GR 57%

Interpretable Machine Learning for Self-Service High-Risk Decision-Making

Charles Recaido, Boris Kovalerchuk

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

Comments 8 pages, 19 figures, 2 tables

2205.03318 2022-05-09 stat.ML cs.LG econ.EM 57%

Benchmarking Econometric and Machine Learning Methodologies in Nowcasting

Daniel Hopp

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

2201.06223 2022-05-03 cs.CL 57%

Korean-Specific Dataset for Table Question Answering

Changwook Jun, Jooyoung Choi, Myoseop Sim, Hyun Kim, Hansol Jang, Kyungkoo Min

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

Comments 7 pages including references and 4 figures

2112.00133 2022-05-02 cs.LG cs.CV 57%

PokeBNN: A Binary Pursuit of Lightweight Accuracy

Yichi Zhang, Zhiru Zhang, Lukasz Lew

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

Comments Accepted to CVPR 2022

1. 代码评测 1740 篇

Graph neural networks and attention-based CNN-LSTM for protein classification

Multi-Center Federated Learning: Clients Clustering for Better Personalization

Discrete Morse Sandwich: Fast Computation of Persistence Diagrams for Scalar Data -- An Algorithm and A Benchmark

Benchmarking Graph Neural Networks

Fake It Till You Make It: Towards Accurate Near-Distribution Novelty Detection

Accuracy Prediction for NAS Acceleration using Feature Selection and Extrapolation

DeepVoxNet2: Yet another CNN framework

InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning

pmuBAGE: The Benchmarking Assortment of Generated PMU Data for Power System Events

Reproducibility of the Methods in Medical Imaging with Deep Learning

Towards a Unified Multi-Dimensional Evaluator for Text Generation

Feature Sets in Just-in-Time Defect Prediction: An Empirical Evaluation

A Tent Lévy Flying Sparrow Search Algorithm for Feature Selection: A COVID-19 Case Study

Towards Better Evaluation for Dynamic Link Prediction

An Empirical Evaluation of Competitive Programming AI: A Case Study of AlphaCode

Semi-Supervised Anomaly Detection Based on Quadratic Multiform Separation

BinBert: Binary Code Understanding with a Fine-tunable and Execution-aware Transformer

auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data

Benchmark time series data sets for PyTorch -- the torchtime package

SPANet: Generalized Permutationless Set Assignment for Particle Physics using Symmetry Preserving Attention

Provably Adversarially Robust Nearest Prototype Classifiers

Imitation Learning with Sinkhorn Distances

Clone-based code method usage pattern mining

Applicability of Software Reliability Growth Models to Open Source Software

Stochastic Weight Matrix-based Regularization Methods for Deep Neural Networks

Learning Concept Lengths Accelerates Concept Learning in ALC

Interpretable Machine Learning for Self-Service High-Risk Decision-Making

Benchmarking Econometric and Machine Learning Methodologies in Nowcasting

Korean-Specific Dataset for Table Question Answering

PokeBNN: A Binary Pursuit of Lightweight Accuracy