代码大模型 / AI 编程

CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning

Haolin Wu, Jing Chen, Ruiying Du, Cong Wu, Kun He, Xingcan Shang, Hao Ren, Guowen Xu

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

Comments Submitted to IEEE TDSC

On the relationship between predictive coding and backpropagation

Robert Rosenbaum

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

Manipulating Recommender Systems: A Survey of Poisoning Attacks and Countermeasures

Thanh Toan Nguyen, Quoc Viet Hung Nguyen, Thanh Tam Nguyen, Thanh Trung Huynh, Thanh Thi Nguyen, Matthias Weidlich, Hongzhi Yin

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

CoProNN: Concept-based Prototypical Nearest Neighbors for Explaining Vision Models

Teodor Chiaburu, Frank Haußer, Felix Bießmann

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

Comments 24 pages, 9 figures, 2 tables, accepted at WCXAI 2024 Valletta

Trends, Applications, and Challenges in Human Attention Modelling

Giuseppe Cartella, Marcella Cornia, Vittorio Cuculo, Alessandro D'Amelio, Dario Zanca, Giuseppe Boccignone, Rita Cucchiara

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

Comments Accepted at IJCAI 2024 Survey Track

A Survey on the Memory Mechanism of Large Language Model based Agents

Zeyu Zhang, Xiaohe Bo, Chen Ma, Rui Li, Xu Chen, Quanyu Dai, Jieming Zhu, Zhenhua Dong, Ji-Rong Wen

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

Comments 39 pages, 5 figures, 4 tables

Model-Based Counterfactual Explanations Incorporating Feature Space Attributes for Tabular Data

Yuta Sumiya, Hayaru shouno

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

Comments 11 pages, 5 figures, 8 tables

SA-Attack: Speed-adaptive stealthy adversarial attack on trajectory prediction

Huilin Yin, Jiaxiang Li, Pengju Zhen, Jun Yan

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

Comments This work is published in IEEE IV Symposium

The Efficiency Spectrum of Large Language Models: An Algorithmic Survey

Tianyu Ding, Tianyi Chen, Haidong Zhu, Jiachen Jiang, Yiqi Zhong, Jinxin Zhou, Guangzhi Wang, Zhihui Zhu, Ilya Zharkov, Luming Liang

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

Conditional Diffusion Models for Semantic 3D Brain MRI Synthesis

Zolnamar Dorjsembe, Hsing-Kuo Pao, Sodtavilan Odonchimed, Furen Xiao

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

Comments This document is a preprint and has been accepted for publication in the IEEE Journal of Biomedical and Health Informatics. The final, published version can be accessed using the following DOI: 10.1109/JBHI.2024.3385504. Copyright for this article has been transferred to IEEE

Small Language Models are Good Too: An Empirical Study of Zero-Shot Classification

Pierre Lepagnol, Thomas Gerald, Sahar Ghannay, Christophe Servan, Sophie Rosset

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

Journal ref LREC-COLING 2024, May 2024, TURIN, Italy

OSS Myths and Facts

Yukako Iimura, Masanari Kondo, Kazushi Tomoto, Yasutaka Kamei, Naoyasu Ubayashi, Shinobu Saito

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

Comments English Version: 28 pages + Japanese Version: 23 pages

Prompt-Enhanced Software Vulnerability Detection Using ChatGPT

Chenyuan Zhang, Hao Liu, Jiutian Zeng, Kejing Yang, Yuhong Li, Hui Li

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

Comments Full report of our ICSE'24 poster

Transferable and Efficient Non-Factual Content Detection via Probe Training with Offline Consistency Checking

Xiaokang Zhang, Zijun Yao, Jing Zhang, Kaifeng Yun, Jifan Yu, Juanzi Li, Jie Tang

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

Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and Methods

Yujuan Fu, Giridhar Kaushik Ramachandran, Nicholas J Dobbins, Namu Park, Michael Leu, Abby R. Rosenberg, Kevin Lybarger, Fei Xia, Ozlem Uzuner, Meliha Yetisgen

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

Comments 12 pages, 2 figures and 3 tables. Accepted by LREC-COLING 2024

AllHands: Ask Me Anything on Large-scale Verbatim Feedback via Large Language Models

Chaoyun Zhang, Zicheng Ma, Yuhao Wu, Shilin He, Si Qin, Minghua Ma, Xiaoting Qin, Yu Kang, Yuyi Liang, Xiaoyu Gou, Yajie Xue, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang

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

Addressing Heterogeneity in Federated Load Forecasting with Personalization Layers

Shourya Bose, Yu Zhang, Kibaek Kim

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

ARAGOG: Advanced RAG Output Grading

Matouš Eibich, Shivay Nagpal, Alexander Fred-Ojala

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

Comments 14 pages, 8 figures, associated Github repo: https://github.com/predlico/ARAGOG

FTBC: Forward Temporal Bias Correction for Optimizing ANN-SNN Conversion

Xiaofeng Wu, Velibor Bojkovic, Bin Gu, Kun Suo, Kai Zou

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

On the Intersection of Signal Processing and Machine Learning: A Use Case-Driven Analysis Approach

Sulaiman Aburakhia, Abdallah Shami, George K. Karagiannidis

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

Multiple and Gyro-Free Inertial Datasets

Zeev Yampolsky, Yair Stolero, Nitzan Pri-Hadash, Dan Solodar, Shira Massas, Itai Savin, Itzik Klein

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

Comments 10 pages, 16 figures, 6 tables

Constraint-Guided Test Execution Scheduling: An Experience Report at ABB Robotics

Arnaud Gotlieb, Morten Mossige, Helge Spieker

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

Comments SafeComp 2023

VisionCLIP: An Med-AIGC based Ethical Language-Image Foundation Model for Generalizable Retina Image Analysis

Hao Wei, Bowen Liu, Minqing Zhang, Peilun Shi, Wu Yuan

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

Developers' Perception: Fixed Bugs Often Overlooked as Quality Contributions

Vitaly Alifanov, Kamil Almetov, Ivan Kornienko, Arsen Mutalapov, Yegor Bugayenko

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

Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior

Ashmit Khandelwal, Aditya Agrawal, Aanisha Bhattacharyya, Yaman K Singla, Somesh Singh, Uttaran Bhattacharya, Ishita Dasgupta, Stefano Petrangeli, Rajiv Ratn Shah, Changyou Chen, Balaji Krishnamurthy

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

A Survey on Game Playing Agents and Large Models: Methods, Applications, and Challenges

Xinrun Xu, Yuxin Wang, Chaoyi Xu, Ziluo Ding, Jiechuan Jiang, Zhiming Ding, Börje F. Karlsson

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

Comments 13 pages, 3 figures

LyZNet: A Lightweight Python Tool for Learning and Verifying Neural Lyapunov Functions and Regions of Attraction

Jun Liu, Yiming Meng, Maxwell Fitzsimmons, Ruikun Zhou

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

Comments To appear in the 27th ACM International Conference on Hybrid Systems: Computation and Control (HSCC 2024). arXiv admin note: text overlap with arXiv:2312.09131

Analyzing and Mitigating (with LLMs) the Security Misconfigurations of Helm Charts from Artifact Hub

Francesco Minna, Fabio Massacci, Katja Tuma

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

Comments MSR 2024 - Registered Reports

Machine learning for structural design models of continuous beam systems via influence zones

Adrien Gallet, Andrew Liew, Iman Hajirasouliha, Danny Smyl

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

Comments 30 pages, 16 figures, 8 tables

iTransformer: Inverted Transformers Are Effective for Time Series Forecasting

Yong Liu, Tengge Hu, Haoran Zhang, Haixu Wu, Shiyu Wang, Lintao Ma, Mingsheng Long

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