PropNEAT improves neural networks by speeding up training and handling complex data efficiently.
Michael Merry, Patricia Riddle, Jim Warren
― 5 min read
Computer Science - Artificial Intelligence
RSSLearn how test-time adaptation helps machine learning models face unexpected data changes.
Zehao Xiao, Cees G. M. Snoek
― 9 min read
New methods to filter EEG signals enhance brain-computer interface performance.
Hyeon-Taek Han, Dae-Hyeok Lee, Heon-Gyu Kwak
― 5 min read
Examining the energy use of coding assistants like GitHub Copilot.
Tristan Coignion, Clément Quinton, Romain Rouvoy
― 6 min read
Federated Learning and Explainable AI ensure safe and clear data practices.
Luis M. Lopez-Ramos, Florian Leiser, Aditya Rastogi
― 6 min read
Combining human insights and machine learning to combat financial fraud effectively.
Prashank Kadam
― 6 min read
KANs offer flexibility and efficiency in machine learning compared to MLPs.
Shairoz Sohail
― 5 min read
SpecHub speeds up language models' text generation with a fresh approach.
Ryan Sun, Tianyi Zhou, Xun Chen
― 6 min read
MicroScopiQ improves AI models' performance while consuming less energy.
Akshat Ramachandran, Souvik Kundu, Tushar Krishna
― 5 min read
Robots can now learn tasks better through automated reward labeling.
Sreyas Venkataraman, Yufei Wang, Ziyu Wang
― 7 min read
Learn how neighborhood search can improve solutions efficiently.
Mark G. Wallace
― 6 min read
QuanCrypt-FL enhances security in Federated Learning using advanced techniques.
Md Jueal Mia, M. Hadi Amini
― 6 min read
Using academic reviews to enhance language models' understanding of long texts.
Shengzhi Li, Kittipat Kampa, Rongyu Lin
― 4 min read
Refining EEG datasets enhances machine learning models for brain signal interpretation.
Sung-Jin Kim, Dae-Hyeok Lee, Hyeon-Taek Han
― 7 min read
Discover how the D'Hondt method enhances the understanding of AI decisions.
Turker Berk Donmez
― 6 min read
A new method helps robots improve decision-making by using past knowledge.
Joey Hong, Anca Dragan, Sergey Levine
― 7 min read
New methods simplify chest X-ray reports for improved patient diagnosis.
Daniel C. Castro, Aurelia Bustos, Shruthi Bannur
― 7 min read
Examining the risks and defenses of Multi-Modal Language Models in AI.
Pete Janowczyk, Linda Laurier, Ave Giulietta
― 6 min read
AI makes FMEA creation faster and more efficient for critical industries.
Karol Lynch, Fabio Lorenzi, John Sheehan
― 6 min read
Comparing BERT and GPT for effective text classification in political research.
Yu Wang, Wen Qu, Xin Ye
― 7 min read
Change how you see videos with ReCapture's innovative angle shifting technology.
David Junhao Zhang, Roni Paiss, Shiran Zada
― 6 min read
MoleVers predicts molecular properties with limited data, aiding research in medicine and materials.
Kevin Tirta Wijaya, Minghao Guo, Michael Sun
― 6 min read
DINO-WM helps robots learn and adapt without constant retraining.
Gaoyue Zhou, Hengkai Pan, Yann LeCun
― 5 min read
Examining how advanced models enhance analysis of security flaws in binary code.
Dylan Manuel, Nafis Tanveer Islam, Joseph Khoury
― 7 min read
A look at SuffixDecoding and its impact on language model efficiency.
Gabriele Oliaro, Zhihao Jia, Daniel Campos
― 5 min read
Assessing AI's effectiveness in predicting medical conditions through advanced language models.
Yanjun Gao, Skatje Myers, Shan Chen
― 6 min read
New models improve video creation while ensuring privacy, especially in healthcare.
Mischa Dombrowski, Hadrien Reynaud, Bernhard Kainz
― 7 min read
Researchers build a large knowledge base using a language model and face challenges.
Yujia Hu, Shrestha Ghosh, Tuan-Phong Nguyen
― 5 min read
Discover how Safe RL ensures smarter and safer AI interactions.
Satchit Chatterji, Erman Acar
― 7 min read
A new approach improves building part identification for smarter urban planning.
Olaf Wysocki, Yue Tan, Thomas Froech
― 7 min read
Protecting deep regression models from hidden threats is crucial for safety.
Lingyu Du, Yupei Liu, Jinyuan Jia
― 4 min read
New framework enhances predictions and uncertainty estimations in geographical data analysis.
William E. R. de Amorim, Scott A. Sisson, T. Rodrigues
― 6 min read
Researchers are improving how computers handle math through structured approaches.
Xingyu Lu, Yuhang Hu, Changyi Liu
― 4 min read
Learn how MORL helps robots juggle multiple objectives effectively.
Zuzanna Osika, Jazmin Zatarain-Salazar, Frans A. Oliehoek
― 6 min read
Learn how rovers use sensors to explore distant worlds.
Levin Gerdes, Carlos Pérez del Pulgar, Raúl Castilla Arquillo
― 6 min read
Smartphone data reveals insights into our mental health and daily behaviors.
Tianyi Zhang, Miu Kojima, Simon D'Alfonso
― 7 min read
Learn how robots like Alice and Bob work together efficiently.
Jie Liu, Pan Zhou, Yingjun Du
― 7 min read
Exploring how statistical concepts inform artificial intelligence and machine learning methods.
Akshay Balsubramani
― 7 min read
The Tibyan Corpus offers a new way to enhance Arabic grammar learning.
Ahlam Alrehili, Areej Alhothali
― 11 min read
Simple steps to prepare your NeurIPS 2024 paper effectively.
Rahul Vashisht, P. Krishna Kumar, Harsha Vardhan Govind
― 6 min read