A new approach enhances deep learning model performance amidst noise.
Seyedarmin Azizi, Mohammad Erfan Sadeghi, Mehdi Kamal
― 5 min read
Computer Science - Machine Learning
RSSA look at how mutual information shapes data relationships in machine learning.
Jeremy Nixon
― 6 min read
A new method improves privacy in data sharing for smart city predictions.
Shuowei Cai, Hao Liu
― 5 min read
A new approach to improve human activity recognition using diverse data contexts.
Wen Ge, Guanyi Mou, Emmanuel O. Agu
― 6 min read
A new method enhances model tuning efficiency using signal-to-noise ratio metrics.
Haolin Chen, Philip N. Garner
― 6 min read
New method improves virtual sound integration in AR environments.
Francesc Lluís, Nils Meyer-Kahlen
― 6 min read
New advancements in language databases enhance comparative studies across global languages.
Aditya Khan, Mason Shipton, David Anugraha
― 6 min read
TAKFL optimizes knowledge sharing in federated learning for diverse device capabilities.
Mahdi Morafah, Vyacheslav Kungurtsev, Hojin Chang
― 6 min read
Explore the essential concepts of molecular physics and their practical applications.
Jun Liu, Geng Yuan, Weihao Zeng
― 4 min read
This new method streamlines image generation in AI models, improving efficiency and speed.
Seongmin Hong, Suh Yoon Jeon, Kyeonghyun Lee
― 6 min read
A new method improves data alignment, especially with noisy datasets.
Zi-Ming Wang, Nan Xue, Ling Lei
― 5 min read
Innovative methods for reinforcement learning without prior state knowledge.
Mingyu Chen, Aldo Pacchiano, Xuezhou Zhang
― 5 min read
A new framework enhances video-language dataset quality through iterative refinement.
Xiao Wang, Jianlong Wu, Zijia Lin
― 5 min read
A new framework to improve predictions in complex systems using past data.
Ashutosh Singh, Ashish Singh, Tales Imbiriba
― 6 min read
New methods aim to improve efficiency in quantum dynamics simulations.
Yuxuan Zhang, Roeland Wiersema, Juan Carrasquilla
― 6 min read
This paper enhances federated learning for GNNs while preserving user privacy.
Zhidong Gao, Yuanxiong Guo, Yanmin Gong
― 4 min read
AUGUR simplifies finding optimal spots for molecular attachment using advanced techniques.
Ioannis Kouroudis, Poonam, Neel Misciaci
― 5 min read
This study enhances federated learning efficiency using edge servers for better resource management.
Zhidong Gao, Yu Zhang, Yanmin Gong
― 6 min read
Enhancing energy measurement precision in particle physics experiments.
Nilotpal Kakati, Etienne Dreyer, Eilam Gross
― 6 min read
A model to assess segmentation quality without ground truth benchmarks.
Ahjol Senbi, Tianyu Huang, Fei Lyu
― 8 min read
New techniques may improve cancer treatment with better radiation dose monitoring.
Angelo Didonna, Dayron Ramos Lopez, Giuseppe Iaselli
― 6 min read
A new approach helps satellites reduce battery usage and extend lifespan.
Nasrin Razmi, Bho Matthiesen, Armin Dekorsy
― 5 min read
This article examines MLPs and KANs in low-data environments.
Farhad Pourkamali-Anaraki
― 7 min read
HealthQ evaluates AI's ability to ask questions in patient care.
Ziyu Wang, Hao Li, Di Huang
― 7 min read
A look into how CNNs learn image features and their universal similarities.
Florentin Guth, Brice Ménard
― 7 min read
A new method offers quick performance estimations for fine-tuning language models.
Dongyue Li, Ziniu Zhang, Lu Wang
― 4 min read
Analyzing over-parameterization in RMLR and future research directions.
Ziheng Chen, Yue Song, Rui Wang
― 6 min read
A deep look into researchers’ views on using language models in qualitative studies.
Shivani Kapania, William Agnew, Motahhare Eslami
― 17 min read
STVNN offers a robust solution for analyzing complex data over time.
Andrea Cavallo, Mohammad Sabbaqi, Elvin Isufi
― 6 min read
MAST improves efficiency in training multiple AI agents through sparse methods.
Pihe Hu, Shaolong Li, Zhuoran Li
― 7 min read
Learn how machine learning models can improve when facing new and unseen data.
Zongbo Han, Jialong Yang, Junfan Li
― 7 min read
Exploring methods to improve multimodal models in breaking down visual questions.
Haowei Zhang, Jianzhe Liu, Zhen Han
― 6 min read
New methods improve speech recognition for low-resource languages without text.
Krithiga Ramadass, Abrit Pal Singh, Srihari J
― 4 min read
A new framework improves learning efficiency in online continual learning.
Xinrui Wang, Chuanxing Geng, Wenhai Wan
― 5 min read
Zorro functions provide smooth solutions for enhanced neural network performance.
Matias Roodschild, Jorge Gotay-Sardiñas, Victor A. Jimenez
― 5 min read
A framework using MLP and SVM identifies Android malware effectively.
Safayat Bin Hakim, Muhammad Adil, Kamal Acharya
― 7 min read
A method to efficiently approach complex least squares challenges.
Alex Lavaee
― 5 min read
A look at how o1 models plan actions and their performance across various tasks.
Kevin Wang, Junbo Li, Neel P. Bhatt
― 7 min read
This article examines how training length affects learning rates in LLMs.
Johan Bjorck, Alon Benhaim, Vishrav Chaudhary
― 6 min read
A new method to improve Federated Learning's resilience against data attacks.
Momin Ahmad Khan, Yasra Chandio, Fatima Muhammad Anwar
― 8 min read