A new approach improves security in federated learning by focusing on client-side defenses.
Borja Molina-Coronado
― 6 min read
Cutting edge science explained simply
A new approach improves security in federated learning by focusing on client-side defenses.
Borja Molina-Coronado
― 6 min read
Discover how texture bias impacts AI decisions and object recognition.
Blaine Hoak, Ryan Sheatsley, Patrick McDaniel
― 6 min read
A new approach to gauge how machines perceive similarities across different data types.
Sara Ghazanfari, Siddharth Garg, Nicolas Flammarion
― 6 min read
Discover how MiMa is changing the game in weather predictions.
Yihe Zhang, Bryce Turney, Purushottam Sigdel
― 7 min read
QK-LSTM model improves climate forecasting accuracy using quantum techniques.
Yu-Chao Hsu, Nan-Yow Chen, Tai-Yu Li
― 8 min read
A new approach combines quantum computing and reinforcement learning for improved AI training.
Kuan-Cheng Chen, Samuel Yen-Chi Chen, Chen-Yu Liu
― 6 min read
New methods improve how we perceive sound direction in virtual spaces.
Keng-Wei Chang, Yih-Liang Shen, Tai-Shi Chi
― 6 min read
Compact fingerprinting offers efficient tracking while prioritizing user privacy.
Giovanni Baccichet, Fabio Palmese, Alessandro E. C. Redondi
― 8 min read
Examining the impact of training data quality on time series models.
Songkang Wen, Vasilii Feofanov, Jianfeng Zhang
― 6 min read
Learn how exclaves enhance privacy and integrity in federated learning models.
Jinnan Guo, Kapil Vaswani, Andrew Paverd
― 6 min read
A look at LLM responses to attacks and unusual data inputs.
April Yang, Jordan Tab, Parth Shah
― 5 min read
Learn how researchers are improving AI alignment with human values through innovative methods.
Shambhavi Krishna, Aishwarya Sahoo
― 6 min read
Using decision trees to reveal gender bias in AI models.
Ana Ozaki, Roberto Confalonieri, Ricardo Guimarães
― 6 min read
Learn how machines are now telling stories through images.
Joshua Adrian Cahyono, Jeremy Nathan Jusuf
― 7 min read
Learn how SIF improves tracking and estimation in technology.
Jindrich Dunik, Jakub Matousek, Ondrej Straka
― 7 min read
New tech enhances image analysis for better disease diagnosis.
Zhenfeng Zhuang, Min Cen, Yanfeng Li
― 7 min read
OP-LoRA enhances AI models for specific tasks, improving efficiency and performance.
Piotr Teterwak, Kate Saenko, Bryan A. Plummer
― 5 min read
Unpacking the key elements driving video understanding in large multimodal models.
Orr Zohar, Xiaohan Wang, Yann Dubois
― 7 min read
Learn how neural operators transform scientific computing and solve complex problems.
Jean Kossaifi, Nikola Kovachki, Zongyi Li
― 6 min read
Discover how probabilistic computing is changing the landscape of technology.
Temitayo N. Adeyeye, Sidra Gibeault, Daniel P. Lathrop
― 6 min read
Neural networks are changing how we study particle scattering amplitudes in physics.
Mehmet Asim Gumus, Damien Leflot, Piotr Tourkine
― 8 min read
DeepSeek-VL2 merges visual and text data for smarter AI interactions.
Zhiyu Wu, Xiaokang Chen, Zizheng Pan
― 5 min read
Learn how off-policy evaluation shapes safer decision-making across various fields.
Aishwarya Mandyam, Shengpu Tang, Jiayu Yao
― 6 min read
New methods help AI models safely remove unwanted information.
Harry J. Davies, Giorgos Iacovides, Danilo P. Mandic
― 6 min read
Explore multiclass classification, challenges, and powerful boosting techniques.
Marco Bressan, Nataly Brukhim, Nicolò Cesa-Bianchi
― 6 min read
Discover how proximal point algorithms solve complex optimization problems.
Ya-xiang Yuan, Yi Zhang
― 6 min read
New method boosts generative modeling efficiency without sacrificing quality.
Jaehyeon Kim, Taehong Moon, Keon Lee
― 5 min read
Learn how RASP improves machine understanding of human language.
Xiao Zhang, Qianru Meng, Johan Bos
― 8 min read
Discover how diffusion processes improve AI learning through clean and noisy data blending.
Yair Schiff, Subham Sekhar Sahoo, Hao Phung
― 6 min read
Learn how structured training improves machine learning models and their accuracy.
Santiago Aranguri, Francesco Insulla
― 6 min read
Multi-Head Encoding transforms extreme label classification into a manageable task.
Daojun Liang, Haixia Zhang, Dongfeng Yuan
― 6 min read
A new test for machines to answer image and text questions.
Hyeonseok Lim, Dongjae Shin, Seohyun Song
― 7 min read
Research finds ways to reduce AI model size while maintaining accuracy.
Meyer Scetbon, James Hensman
― 5 min read
Researchers are reshaping entity recognition methods with better evaluation strategies.
Jonas Golde, Patrick Haller, Max Ploner
― 6 min read
Learn how Knowledge Graphs organize data for better analysis and predictions.
Jeffrey Sardina, John D. Kelleher, Declan O'Sullivan
― 6 min read
AI is transforming medical imaging, aiding doctors in accurate diagnoses.
Hakan Şat Bozcuk, Mehmet Artaç, Muzaffer Uğrakli
― 7 min read
New methods improve image labeling for better model performance and efficiency.
Niclas Popp, Dan Zhang, Jan Hendrik Metzen
― 7 min read
Discover how machines are improving their understanding of images and texts.
Yeyuan Wang, Dehong Gao, Lei Yi
― 7 min read
Explore the balance between memorization and generalization in machine learning.
Reza Bayat, Mohammad Pezeshki, Elvis Dohmatob
― 6 min read
Tackling the challenges of data collection in specialized, low-resource languages.
Anastasia Zhukova, Christian E. Matt, Bela Gipp
― 8 min read