A closer look at how MHNs can enhance machine learning.
Xiaoyu Li, Yuanpeng Li, Yingyu Liang
― 6 min read
Latest Articles for Machine Learning
Research focuses on teaching machines to follow spoken and written navigation instructions.
Gengze Zhou, Yicong Hong, Zun Wang
― 6 min read
A new method combines 2D and 3D tracking for better scene reconstruction.
Ruida Zhang, Chengxi Li, Chenyangguang Zhang
― 6 min read
New method helps computers explain visual decisions more clearly.
Xingyi Yang, Xinchao Wang
― 6 min read
Explore how Koopman autoencoders predict complex system behavior over time.
Dustin Enyeart, Guang Lin
― 6 min read
Discover how Tube Loss improves prediction intervals across various fields.
Pritam Anand, Tathagata Bandyopadhyay, Suresh Chandra
― 5 min read
Discover how GL-Fusion combines Graph Neural Networks and Large Language Models for advanced AI solutions.
Haotong Yang, Xiyuan Wang, Qian Tao
― 7 min read
Learn how PINN4PF is changing power flow analysis for electrical systems.
Zeynab Kaseb, Stavros Orfanoudakis, Pedro P. Vergara
― 7 min read
A new method to enhance long text processing in language models.
James Vo
― 7 min read
ARReNets adapt to varying signal resolutions for improved machine performance.
Léa Demeule, Mahtab Sandhu, Glen Berseth
― 7 min read
A look at Mamba and State-Space Models in AI capabilities.
Yifang Chen, Xiaoyu Li, Yingyu Liang
― 6 min read
Combining computer vision and deep learning to improve wireless signal transmission.
Sachira Karunasena, Erfan Khordad, Thomas Drummond
― 7 min read
SGIA enhances image generation for improved accuracy in fine-grained classification.
Qiyu Liao, Xin Yuan, Min Xu
― 6 min read
Research shows adding structure and meaning enhances language model accuracy.
Anton Bulle Labate, Fabio Gagliardi Cozman
― 5 min read
Discover how robots are learning to navigate terrains efficiently using advanced methods.
Vincent Gherold, Ioannis Mandralis, Eric Sihite
― 9 min read
Learn about foundation models and how conformal prediction ensures reliable outcomes.
Leo Fillioux, Julio Silva-Rodríguez, Ismail Ben Ayed
― 7 min read
Learn how MixPR improves long-context language models for better efficiency.
Nicholas Alonso, Beren Millidge
― 6 min read
Discover how language models improve their outputs through self-evaluation techniques.
Audrey Huang, Adam Block, Dylan J. Foster
― 7 min read
A new algorithm improves the detection of unusual network activities.
Christie Djidjev
― 8 min read
Learn how human feedback shapes AI language model responses.
Zhenyu Hou, Pengfan Du, Yilin Niu
― 8 min read
Discover how geometry shapes learning processes in statistics and neural networks.
Noémie C. Combe
― 5 min read
A new method uses ML to measure mass accretion rates in galaxy clusters.
John Soltis, Michelle Ntampaka, Benedikt Diemer
― 6 min read
Learn how to protect GNNs from adversarial attacks and enhance their reliability.
Kerui Wu, Ka-Ho Chow, Wenqi Wei
― 7 min read
Explore the impact of data quality on machine learning performance.
Usman Anjum, Chris Trentman, Elrod Caden
― 7 min read
Learn how new AMP variants tackle complex data challenges.
Songbin Liu, Junjie Ma
― 5 min read
A new framework shines light on hidden features of machine learning models.
Rongqing Li, Jiaqi Yu, Changsheng Li
― 8 min read
New method enhances computer learning without losing existing knowledge.
Yue Ma, Huantao Ren, Boyu Wang
― 5 min read
Addressing bias in ML models for equitable SUD treatment recommendations.
Ugur Kursuncu, Aaron Baird, Yusen Xia
― 6 min read
A new method combines machine learning and quantum dynamics to study electron behavior.
Nicholas J. Boyer, Christopher Shepard, Ruiyi Zhou
― 7 min read
A new approach to improve rainfall prediction accuracy using advanced machine learning.
Junha Lee, Sojung An, Sujeong You
― 6 min read
DapperFL tackles federated learning challenges for diverse devices and data.
Yongzhe Jia, Xuyun Zhang, Hongsheng Hu
― 5 min read
Discover how reinforcement learning helps machines keep pendulums upright.
Maximilian Schenke, Shalbus Bukarov
― 7 min read
Learn how VTC-CLS improves multimodal AI models by managing visual data effectively.
Ao Wang, Fengyuan Sun, Hui Chen
― 7 min read
AI learns to create art through self-feedback for better image alignment.
Leigang Qu, Haochuan Li, Wenjie Wang
― 8 min read
Large language models excel in some areas but struggle with general tasks.
Basab Jha, Ujjwal Puri
― 7 min read
Discover how model merging simplifies AI learning and boosts performance.
Haoyu Yang, Zheng Zhang, Saket Sathe
― 7 min read
Exploring the innovative DVP-VAE model for data generation in AI.
Anna Kuzina, Jakub M. Tomczak
― 8 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
Hypernetwork Federated Learning offers new ways to protect data privacy in machine learning.
Pengxin Guo, Shuang Zeng, Wenhao Chen
― 6 min read