代码大模型 / AI 编程

Artificial Intelligence of Things: A Survey

Shakhrul Iman Siam, Hyunho Ahn, Li Liu, Samiul Alam, Hui Shen, Zhichao Cao, Ness Shroff, Bhaskar Krishnamachari, Mani Srivastava, Mi Zhang

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

Comments Accepted in ACM Transactions on Sensor Networks (TOSN)

Journal ref ACM Trans. Sen. Netw.(August 2024)

Accurate Remaining Useful Life Prediction with Uncertainty Quantification: a Deep Learning and Nonstationary Gaussian Process Approach

Zhaoyi Xu, Yanjie Guo, Joseph Homer Saleh

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

Comments This work has been submitted to the IEEE for possible publication. arXiv admin note: text overlap with arXiv:2109.11579

Leveraging Machine Learning to Detect Data Curation Activities

Sara Lafia, Andrea Thomer, David Bleckley, Dharma Akmon, Libby Hemphill

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

Comments 10 pages, 4 figures. This work has been submitted to the IEEE for possible publication

Deep Learning and NLP in Cryptocurrency Forecasting: Integrating Financial, Blockchain, and Social Media Data

Vincent Gurgul, Stefan Lessmann, Wolfgang Karl Härdle

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

RoPINN: Region Optimized Physics-Informed Neural Networks

Haixu Wu, Huakun Luo, Yuezhou Ma, Jianmin Wang, Mingsheng Long

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

On the use of Large Language Models in Model-Driven Engineering

Juri Di Rocco, Davide Di Ruscio, Claudio Di Sipio, Phuong T. Nguyen, Riccardo Rubei

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

Comments A paper submitted to the Software Systems and Modeling Journal (Springer), and it has undergone the second revision

DeLLiriuM: A large language model for delirium prediction in the ICU using structured EHR

Miguel Contreras, Sumit Kapoor, Jiaqing Zhang, Andrea Davidson, Yuanfang Ren, Ziyuan Guan, Tezcan Ozrazgat-Baslanti, Subhash Nerella, Azra Bihorac, Parisa Rashidi

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

KANICE: Kolmogorov-Arnold Networks with Interactive Convolutional Elements

Md Meftahul Ferdaus, Mahdi Abdelguerfi, Elias Ioup, David Dobson, Kendall N. Niles, Ken Pathak, Steven Sloan

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

PROMPTHEUS: A Human-Centered Pipeline to Streamline SLRs with LLMs

João Pedro Fernandes Torres, Catherine Mulligan, Joaquim Jorge, Catarina Moreira

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

A Survey on Knowledge Distillation of Large Language Models

Xiaohan Xu, Ming Li, Chongyang Tao, Tao Shen, Reynold Cheng, Jinyang Li, Can Xu, Dacheng Tao, Tianyi Zhou

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

Comments 43 pages

Leveraging Intra-Period and Inter-Period Features for Enhanced Passenger Flow Prediction of Subway Stations

Xiannan Huang, Chao Yang, Quan Yuan

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

Comments accepted by TRBAM 2024

Integrating Artificial Intelligence Models and Synthetic Image Data for Enhanced Asset Inspection and Defect Identification

Reddy Mandati, Vladyslav Anderson, Po-chen Chen, Ankush Agarwal, Tatjana Dokic, David Barnard, Michael Finn, Jesse Cromer, Andrew Mccauley, Clay Tutaj, Neha Dave, Bobby Besharati, Jamie Barnett, Timothy Krall

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

A Two-Stage Federated Learning Approach for Industrial Prognostics Using Large-Scale High-Dimensional Signals

Yuqi Su, Xiaolei Fang

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

FAIR GPT: A virtual consultant for research data management in ChatGPT

Renat Shigapov, Irene Schumm

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

Comments 4 pages, 2 figures, 1 table

Linking Code and Documentation Churn: Preliminary Analysis

Ani Hovhannisyan, Youmei Fan, Gema Rodriguez-Perez, Raula Gaikovina Kula

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

Using Deep Learning to Identify Initial Error Sensitivity for Interpretable ENSO Forecasts

Kinya Toride, Matthew Newman, Andrew Hoell, Antonietta Capotondi, Jakob Schlör, Dillon J. Amaya

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

GAS-Norm: Score-Driven Adaptive Normalization for Non-Stationary Time Series Forecasting in Deep Learning

Edoardo Urettini, Daniele Atzeni, Reshawn J. Ramjattan, Antonio Carta

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

Comments Accepted at CIKM '24

Journal ref Proceedings of the 33rd ACM International Conference on Information and Knowledge Management (CIKM '24), October 21--25, 2024, Boise, ID, USA

The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis

Yuxiang Zhou, Jiazheng Li, Yanzheng Xiang, Hanqi Yan, Lin Gui, Yulan He

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

Comments Accepted to the main conference of EMNLP 2024. Resources are available at https://github.com/zyxnlp/ICL-Interpretation-Analysis-Resources

A Survey on Multimodal Benchmarks: In the Era of Large AI Models

Lin Li, Guikun Chen, Hanrong Shi, Jun Xiao, Long Chen

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

Comments Ongoing project

DualCoTs: Dual Chain-of-Thoughts Prompting for Sentiment Lexicon Expansion of Idioms

Fuqiang Niu, Minghuan Tan, Bowen Zhang, Min Yang, Ruifeng Xu

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

Knowing When to Ask -- Bridging Large Language Models and Data

Prashanth Radhakrishnan, Jennifer Chen, Bo Xu, Prem Ramaswami, Hannah Pho, Adriana Olmos, James Manyika, R. V. Guha

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

Comments 39 pages - 25 page paper, 14 page Appendix, 7 figures, 9 tables

Hidden Activations Are Not Enough: A General Approach to Neural Network Predictions

Samuel Leblanc, Aiky Rasolomanana, Marco Armenta

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

From Group Psychology to Software Engineering Research to Automotive R&D: Measuring Team Development at Volvo Cars

Lucas Gren, Christian Jacobsson

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

AutoPET Challenge III: Testing the Robustness of Generalized Dice Focal Loss trained 3D Residual UNet for FDG and PSMA Lesion Segmentation from Whole-Body PET/CT Images

Shadab Ahamed

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

Comments 11 pages, 5 figures, 2 tables. arXiv admin note: substantial text overlap with arXiv:2309.13553

A Survey on Diffusion Models for Recommender Systems

Jianghao Lin, Jiaqi Liu, Jiachen Zhu, Yunjia Xi, Chengkai Liu, Yangtian Zhang, Yong Yu, Weinan Zhang

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

Comments Under Review

A Survey on Occupancy Perception for Autonomous Driving: The Information Fusion Perspective

Huaiyuan Xu, Junliang Chen, Shiyu Meng, Yi Wang, Lap-Pui Chau

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

Journal ref Information Fusion, 2024

Adversarial Attacks and Defenses on Text-to-Image Diffusion Models: A Survey

Chenyu Zhang, Mingwang Hu, Wenhui Li, Lanjun Wang

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

Comments Accepted for Information Fusion. Related benchmarks and codes are available at \url{https://github.com/datar001/Awesome-AD-on-T2IDM}

Natural Language Processing with Commonsense Knowledge: A Survey

Yubo Xie, Zonghui Liu, Zongyang Ma, Fanyuan Meng, Yan Xiao, Fahui Miao, Pearl Pu

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

Comments 20 pages, 3 figures, 1 table

Privacy-preserving federated prediction of pain intensity change based on multi-center survey data

Supratim Das, Mahdie Rafie, Paula Kammer, Søren T. Skou, Dorte T. Grønne, Ewa M. Roos, André Hajek, Hans-Helmut König, Md Shihab Ullaha, Niklas Probul, Jan Baumbacha, Linda Baumbach

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

PatchAlign:Fair and Accurate Skin Disease Image Classification by Alignment with Clinical Labels

Aayushman, Hemanth Gaddey, Vidhi Mittal, Manisha Chawla, Gagan Raj Gupta

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

Comments MICCAI 2024. Early Accept Paper (amongst the top 11% of 2869 papers submitted)