Learn how set functions can improve decision-making in everyday life.
Gözde Özcan, Chengzhi Shi, Stratis Ioannidis
― 6 min read
Cutting edge science explained simply
Learn how set functions can improve decision-making in everyday life.
Gözde Özcan, Chengzhi Shi, Stratis Ioannidis
― 6 min read
New methods improve image classification, focusing on small areas in large images.
Max Riffi-Aslett, Christina Fell
― 9 min read
Discover how TTS systems are evolving to sound more human-like.
Haowei Lou, Helen Paik, Wen Hu
― 7 min read
Discover how ProFe improves communication in decentralized federated learning.
Pedro Miguel Sánchez Sánchez, Enrique Tomás Martínez Beltrán, Miguel Fernández Llamas
― 7 min read
Explore how attention heads affect pronoun disambiguation in machine translation.
Paweł Mąka, Yusuf Can Semerci, Jan Scholtes
― 8 min read
A new method simplifies binary code interpretation for researchers and developers.
Hanxiao Lu, Hongyu Cai, Yiming Liang
― 6 min read
Researchers reveal flaws in NLI models using adversarial techniques.
Chetan Verma, Archit Agarwal
― 6 min read
ANaGRAM combines machine learning and physics for better problem-solving.
Nilo Schwencke, Cyril Furtlehner
― 6 min read
Learn how the Prediction Uncertainty Index improves concept drift detection.
Pengqian Lu, Jie Lu, Anjin Liu
― 5 min read
Deep Spectral Clustering enhances clustering accuracy using advanced techniques.
Wengang Guo, Wei Ye
― 6 min read
Discover how quantum reservoirs revolutionize data handling in machine learning and beyond.
Alexander Yosifov, Aditya Iyer, Vlatko Vedral
― 6 min read
A new framework improves machine learning ability to retain knowledge while learning new tasks.
Baocai Yin, Ji Zhao, Huajie Jiang
― 6 min read
Addressing the challenges of geographic bias in object recognition technology.
Rahul Nair, Gabriel Tseng, Esther Rolf
― 6 min read
Bias in datasets can worsen AI predictions, leading to unfair outcomes.
Bhanu Tokas, Rahul Nair, Hannah Kerner
― 6 min read
Learn how variational inference and normalizing flows improve statistical modeling.
Abhinav Agrawal, Justin Domke
― 9 min read
Learn how to check if neural networks remain accurate with data changes.
Xin Wang, Feilong Wang, Xuegang Ban
― 6 min read
NITRO bridges the gap for running LLMs on NPUs, enhancing performance and efficiency.
Anthony Fei, Mohamed S. Abdelfattah
― 8 min read
Discover how bounded nonlinear curves enhance image classification methods.
Vijay Prakash S
― 8 min read
Teaching robots to handle tough situations safely is essential for their success.
Hongpeng Cao, Yanbing Mao, Lui Sha
― 6 min read
A method to help language models know when to speak or stay silent.
Hyuhng Joon Kim, Youna Kim, Sang-goo Lee
― 6 min read
Foundation models improve analysis of particle collisions in high energy physics.
Joshua Ho, Benjamin Ryan Roberts, Shuo Han
― 8 min read
Discover how Self-Debiasing Calibration improves category recognition in machine learning.
Wenbin An, Haonan Lin, Jiahao Nie
― 7 min read
Discover how machine learning transforms our understanding of fluid behavior.
Mukesh Karunanethy, Raghunathan Rengaswamy, Mahesh V Panchagnula
― 8 min read
Introducing new methods for efficient graph data analysis.
Shashank N. Sridhara, Eduardo Pavez, Antonio Ortega
― 6 min read
New methods in active learning boost model efficiency and tackle uncertainty.
Jake Thomas, Jeremie Houssineau
― 6 min read
A new method ensuring language models remain safe while performing effectively.
Xin Yi, Shunfan Zheng, Linlin Wang
― 6 min read
Learn how proper weighting improves AI performance in multitasking.
Hugo Monzón Maldonado, Thomas Möllenhoff, Nico Daheim
― 6 min read
Learn how MIAdam enhances model performance and generalization in deep learning.
Long Jin, Han Nong, Liangming Chen
― 6 min read
Innovative pruning techniques make AI models more efficient and effective.
Xuan Shen, Zhao Song, Yufa Zhou
― 7 min read
Learn how deep metric learning improves image recognition and retrieval systems.
Yash Patel, Giorgos Tolias, Jiri Matas
― 6 min read
Graph-Generating State Space Models enhance how machines learn from complex data.
Nikola Zubić, Davide Scaramuzza
― 5 min read
Learn how to spread ideas through strategic influence in social networks.
Asela Hevapathige, Qing Wang, Ahad N. Zehmakan
― 6 min read
Causally Consistent Normalizing Flows ensure fair outcomes in data modeling.
Qingyang Zhou, Kangjie Lu, Meng Xu
― 6 min read
Discover how AI creates stunning visuals from simple text prompts.
Hao Li, Shamit Lal, Zhiheng Li
― 6 min read
Discover how learning models strive to enhance privacy in the digital age.
Maryam Aliakbarpour, Konstantina Bairaktari, Adam Smith
― 8 min read
Combining video and audio for better emotion detection.
Antonio Fernandez, Suzan Awinat
― 9 min read
Krony-PT shrinks language models while maintaining high performance for wider access.
M. Ayoub Ben Ayad, Jelena Mitrovic, Michael Granitzer
― 6 min read
New techniques improve how machines recognize and interpret video scenes.
Phúc H. Le Khac, Graham Healy, Alan F. Smeaton
― 7 min read
A fresh method to improve predictions in imbalanced datasets using group learning.
Ruizhi Pu, Gezheng Xu, Ruiyi Fang
― 6 min read
Discover how neural networks enhance nonlinear optimization across various fields.
Robert B. Parker, Oscar Dowson, Nicole LoGiudice
― 6 min read