代码大模型 / AI 编程

Uncertainty Aware Neural Network from Similarity and Sensitivity

H M Dipu Kabir, Subrota Kumar Mondal, Sadia Khanam, Abbas Khosravi, Shafin Rahman, Mohammad Reza Chalak Qazani, Roohallah Alizadehsani, Houshyar Asadi, Shady Mohamed, Saeid Nahavandi, U Rajendra Acharya

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

Journal ref Applied Soft Computing, 2023

Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach

Huy V. Vo, Vasil Khalidov, Timothée Darcet, Théo Moutakanni, Nikita Smetanin, Marc Szafraniec, Hugo Touvron, Camille Couprie, Maxime Oquab, Armand Joulin, Hervé Jégou, Patrick Labatut, Piotr Bojanowski

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

A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures

Thanh Tam Nguyen, Thanh Trung Huynh, Zhao Ren, Thanh Toan Nguyen, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen

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

Comments Revision

A Survey of Generative AI for de novo Drug Design: New Frontiers in Molecule and Protein Generation

Xiangru Tang, Howard Dai, Elizabeth Knight, Fang Wu, Yunyang Li, Tianxiao Li, Mark Gerstein

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

Mind's Eye: Image Recognition by EEG via Multimodal Similarity-Keeping Contrastive Learning

Chi-Sheng Chen, Chun-Shu Wei

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

Comments 19 pages, 14 figures

A Survey on Neural Topic Models: Methods, Applications, and Challenges

Xiaobao Wu, Thong Nguyen, Anh Tuan Luu

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

Comments Accepted to Artificial Intelligence Review. See https://doi.org/10.1007/s10462-023-10661-7 and a paper list at https://github.com/BobXWu/Paper-Neural-Topic-Models

Explaining the Contributing Factors for Vulnerability Detection in Machine Learning

Esma Mouine, Yan Liu, Lu Xiao, Rick Kazman, Xiao Wang

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

Deep Learning Based Named Entity Recognition Models for Recipes

Mansi Goel, Ayush Agarwal, Shubham Agrawal, Janak Kapuriya, Akhil Vamshi Konam, Rishabh Gupta, Shrey Rastogi, Niharika, Ganesh Bagler

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

Comments 13 pages, 6 main figures and 2 in appendices, and 3 main tables; Accepted for publication in LREC-COLING 2024

Graph Neural Networks for Brain Graph Learning: A Survey

Xuexiong Luo, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Quan Z. Sheng, David McAlpine, Paul Sowman, Alexis Giral, Philip S. Yu

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

Comments 9 pages, 2 figures, IJCAI-2024

Causal Contextual Bandits with Adaptive Context

Rahul Madhavan, Aurghya Maiti, Gaurav Sinha, Siddharth Barman

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

Comments Reinforcement Learning Conference (RLC) 2024, 10 pages (31 pages including appendix), 8 plots. arXiv admin note: text overlap with arXiv:2111.00886

Retrieval-Augmented Conversational Recommendation with Prompt-based Semi-Structured Natural Language State Tracking

Sara Kemper, Justin Cui, Kai Dicarlantonio, Kathy Lin, Danjie Tang, Anton Korikov, Scott Sanner

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

CAVACHON: a hierarchical variational autoencoder to integrate multi-modal single-cell data

Ping-Han Hsieh, Ru-Xiu Hsiao, Katalin Ferenc, Anthony Mathelier, Rebekka Burkholz, Chien-Yu Chen, Geir Kjetil Sandve, Tatiana Belova, Marieke Lydia Kuijjer

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

Good Tools are Half the Work: Tool Usage in Deep Learning Projects

Evangelia Panourgia, Theodoros Plessas, Ilias Balampanis, Diomidis Spinellis

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

Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks

Fakhraddin Alwajih, El Moatez Billah Nagoudi, Gagan Bhatia, Abdelrahman Mohamed, Muhammad Abdul-Mageed

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

A Review of Safe Reinforcement Learning: Methods, Theory and Applications

Shangding Gu, Long Yang, Yali Du, Guang Chen, Florian Walter, Jun Wang, Alois Knoll

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

Using Large Language Models to Enrich the Documentation of Datasets for Machine Learning

Joan Giner-Miguelez, Abel Gómez, Jordi Cabot

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

Efficient Large Language Models: A Survey

Zhongwei Wan, Xin Wang, Che Liu, Samiul Alam, Yu Zheng, Jiachen Liu, Zhongnan Qu, Shen Yan, Yi Zhu, Quanlu Zhang, Mosharaf Chowdhury, Mi Zhang

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

Comments Camera ready version of Transactions on Machine Learning Research (TMLR)

VCformer: Variable Correlation Transformer with Inherent Lagged Correlation for Multivariate Time Series Forecasting

Yingnan Yang, Qingling Zhu, Jianyong Chen

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

Comments 16 pages

Practitioners' Challenges and Perceptions of CI Build Failure Predictions at Atlassian

Yang Hong, Chakkrit Tantithamthavorn, Jirat Pasuksmit, Patanamon Thongtanunam, Arik Friedman, Xing Zhao, Anton Krasikov

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

Advanced Natural-based interaction for the ITAlian language: LLaMAntino-3-ANITA

Marco Polignano, Pierpaolo Basile, Giovanni Semeraro

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

Honeyfile Camouflage: Hiding Fake Files in Plain Sight

Roelien C. Timmer, David Liebowitz, Surya Nepal, Salil S. Kanhere

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

Comments 3rd Workshop on the security implications of Deepfakes and Cheapfakes (WDC) co-located at ACM ASIACCS 2024

Invariant Learning via Probability of Sufficient and Necessary Causes

Mengyue Yang, Zhen Fang, Yonggang Zhang, Yali Du, Furui Liu, Jean-Francois Ton, Jianhong Wang, Jun Wang

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

Acceleration Algorithms in GNNs: A Survey

Lu Ma, Zeang Sheng, Xunkai Li, Xinyi Gao, Zhezheng Hao, Ling Yang, Wentao Zhang, Bin Cui

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

Comments 9 pages,3 figures

Few-shot Name Entity Recognition on StackOverflow

Xinwei Chen, Kun Li, Tianyou Song, Jiangjian Guo

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

Comments 5 pages

Generalized Regression with Conditional GANs

Deddy Jobson, Eddy Hudson

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

Intellecta Cognitiva: A Comprehensive Dataset for Advancing Academic Knowledge and Machine Reasoning

Ajmal PS, Ditto PS, Jithin VG

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

Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Taicheng Guo, Xiuying Chen, Yaqi Wang, Ruidi Chang, Shichao Pei, Nitesh V. Chawla, Olaf Wiest, Xiangliang Zhang

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

Comments This work is ongoing and we welcome your contribution!

Fine Tuning LLM for Enterprise: Practical Guidelines and Recommendations

Mathav Raj J, Kushala VM, Harikrishna Warrier, Yogesh Gupta

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

Comments 17 pages, 12 tables, 3 figures

Hindsight PRIORs for Reward Learning from Human Preferences

Mudit Verma, Katherine Metcalf

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

Comments International Conference on Learning Representations, 2024

From Algebraic Word Problem to Program: A Formalized Approach

Adam Wiemerslage, Shafiuddin Rehan Ahmed

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

Comments No longer useful work