Research reveals vulnerabilities in Code Language Models against backdoor attacks.
Naizhu Jin, Zhong Li, Yinggang Guo
― 7 min read
Cutting edge science explained simply
Research reveals vulnerabilities in Code Language Models against backdoor attacks.
Naizhu Jin, Zhong Li, Yinggang Guo
― 7 min read
New methods improve detection of offensive language using sentiment analysis.
Khondoker Ittehadul Islam
― 6 min read
Discover how model merging simplifies AI learning and boosts performance.
Haoyu Yang, Zheng Zhang, Saket Sathe
― 7 min read
Discover how adversarial autoencoders enhance machine learning models with limited data.
Dustin Enyeart, Guang Lin
― 8 min read
Autoencoders simplify data understanding and generation in deep learning.
Anika Shrivastava, Renu Rameshan, Samar Agnihotri
― 7 min read
Unlock the secrets of tuning hyperparameters in AI algorithms for better performance.
Jacob Adkins, Michael Bowling, Adam White
― 7 min read
dSTAR improves distributed learning by addressing speed and reliability issues.
Jiahe Yan, Pratik Chaudhari, Leonard Kleinrock
― 6 min read
A fresh approach enhances complex question answering with multimodal data.
Amirhossein Abaskohi, Spandana Gella, Giuseppe Carenini
― 8 min read
Learn how neural networks improve through training and data structure.
Nora Belrose, Adam Scherlis
― 8 min read
Using ECG data to improve liver disease detection through machine learning.
Juan Miguel Lopez Alcaraz, Wilhelm Haverkamp, Nils Strodthoff
― 8 min read
Discover how integrating conversations enhances recommendation systems for better suggestions.
Ahmad Bin Rabiah, Nafis Sadeq, Julian McAuley
― 5 min read
PyraNet dataset drives advances in Verilog code quality and efficiency.
Bardia Nadimi, Ghali Omar Boutaib, Hao Zheng
― 7 min read
New algorithms improve deep learning model compression without sacrificing performance.
Boyang Zhang, Daning Cheng, Yunquan Zhang
― 5 min read
A framework that creates synthetic images for railways, enhancing model training.
Andrei-Robert Alexandrescu, Razvan-Gabriel Petec, Alexandru Manole
― 6 min read
Discover how Large Language Models streamline the data cleaning process.
Lan Li, Liri Fang, Vetle I. Torvik
― 8 min read
Discover new methods in machine learning for better class recognition.
Zitong Huang, Ze Chen, Yuanze Li
― 6 min read
New methods aim to minimize visual bias in AI models for better accuracy.
Ioannis Sarridis, Christos Koutlis, Symeon Papadopoulos
― 4 min read
Dive into the world of functions in Hilbert spaces and their applications.
Michael Gnewuch, Klaus Ritter, Robin Rüßmann
― 8 min read
Discover how iterative magnitude pruning transforms neural networks for efficiency and performance.
William T. Redman, Zhangyang Wang, Alessandro Ingrosso
― 7 min read
Discover how learning rates impact the efficiency of algorithms.
Steve Hanneke, Mingyue Xu
― 5 min read
New method improves EEG-based brain-computer interface performance.
Ziwei Wang, Siyang Li, Jingwei Luo
― 8 min read
A safety database to respect cultural norms and legal guidelines globally.
Da Yin, Haoyi Qiu, Kung-Hsiang Huang
― 6 min read
Explore how community recovery shapes group dynamics across multiple networks.
Miklós Z. Rácz, Jifan Zhang
― 5 min read
Discover how robustness enhances data analysis in algorithmic statistics.
Gautam Kamath
― 6 min read
Learn how normalizing flows reshape data into realistic forms.
Shuangfei Zhai, Ruixiang Zhang, Preetum Nakkiran
― 6 min read
Discover how a new framework enhances digital recommendations for users.
Chonggang Song, Chunxu Shen, Hao Gu
― 6 min read
DAWN-SI enhances solutions to inverse problems by addressing noise and uncertainty.
Shadab Ahamed, Eldad Haber
― 10 min read
GHGRL simplifies analyzing complex heterogeneous graphs using language models.
Hang Gao, Chenhao Zhang, Fengge Wu
― 7 min read
Learn how to tackle corrupted data through robust mean estimation methods.
Akshay Prasadan, Matey Neykov
― 6 min read
A game-changing method in molecular simulations cutting costs and improving efficiency.
Stephan Thaler, Cristian Gabellini, Nikhil Shenoy
― 6 min read
Learn how community detection reveals groups in complex networks.
Tianjun Ke, Zhiyu Xu
― 5 min read
Discover how models bridge the gap between different data types.
Can Yaras, Siyi Chen, Peng Wang
― 6 min read
Exploring squared circuits and orthonormalization in machine learning.
Lorenzo Loconte, Antonio Vergari
― 6 min read
Learn how feature shifts can improve classification outcomes in various fields.
Víctor Blanco, Alberto Japón, Justo Puerto
― 7 min read
Learn how Preference Optimization enhances the capabilities of Large Language Models.
Hansle Gwon, Imjin Ahn, Young-Hak Kim
― 8 min read
Explore linear regression and how covariate dependency impacts predictions.
Behrad Moniri, Hamed Hassani
― 6 min read
A new method combines autoregressive and diffusion models for better media generation.
Jinyi Hu, Shengding Hu, Yuxuan Song
― 7 min read
Researchers adapt language models to improve Dutch fluency, showcasing new techniques.
Matthieu Meeus, Anthony Rathé, François Remy
― 5 min read
Discover how least squares methods simplify complex mathematical challenges in various fields.
Harald Monsuur, Robin Smeets, Rob Stevenson
― 6 min read
Explore how cubic matrices shape our data-driven world.
Daizhan Cheng
― 6 min read