An overview of optimal sampling methods in least-squares approximation.
Ben Adcock
― 7 min read
Computer Science - Machine Learning
RSSA new framework improves motion prediction for self-driving cars, enhancing safety and efficiency.
Keshu Wu, Yang Zhou, Haotian Shi
― 6 min read
Introducing GRIN, a new model for depth estimation using sparse data.
Vitor Guizilini, Pavel Tokmakov, Achal Dave
― 7 min read
A new method enhances sample selection in semi-supervised learning.
Qian Shao, Jiangrui Kang, Qiyuan Chen
― 4 min read
A look at how attackers replicate neural networks with limited output access.
Yi Chen, Xiaoyang Dong, Jian Guo
― 6 min read
DAF-Net merges infrared and visible images for clearer insights.
Jian Xu, Xin He
― 5 min read
Learn how DML helps companies measure customer actions effectively.
Sushant More, Priya Kotwal, Sujith Chappidi
― 5 min read
A new coding language aims to improve neural network training performance.
Augusto Seben da Rosa, Marlon Daniel Angeli, Jorge Aikes Junior
― 5 min read
COCA improves simulations by integrating machine learning with physics for better accuracy.
Deaglan J. Bartlett, Marco Chiarenza, Ludvig Doeser
― 7 min read
PropEnc transforms graph metrics into useful node features, enhancing GNN performance.
Anwar Said, Xenofon Koutsoukos
― 5 min read
VALO optimizes LiDAR detection for autonomous vehicles, balancing speed and accuracy.
Ahmet Soyyigit, Shuochao Yao, Heechul Yun
― 5 min read
Combining algorithms and machine learning enhances efficiency in handling data streams.
Rana Shahout, Ibrahim Sabek, Michael Mitzenmacher
― 7 min read
AI is transforming how researchers create virtual cells to study biological processes.
Charlotte Bunne, Yusuf Roohani, Yanay Rosen
― 6 min read
A method for visualizing data in federated learning while preserving privacy.
Ziwei Li, Xiaoqi Wang, Hong-You Chen
― 8 min read
A new AI method provides real-time chess ratings based on moves and time.
Michael Omori, Prasad Tadepalli
― 6 min read
Data scientists predict truck part failure risks using machine learning techniques.
Mahmoud Rahat, Peyman Sheikholharam Mashhadi, Sławomir Nowaczyk
― 5 min read
Exploring the GenSEC challenge to improve speech transcription accuracy.
Chao-Han Huck Yang, Taejin Park, Yuan Gong
― 4 min read
NVLM enhances AI's grasp of language and visuals for diverse tasks.
Wenliang Dai, Nayeon Lee, Boxin Wang
― 5 min read
A new approach to enhance reasoning in time-series data.
Winnie Chow, Lauren Gardiner, Haraldur T. Hallgrímsson
― 6 min read
LPT++ improves object recognition in classes with few examples through advanced techniques.
Bowen Dong, Pan Zhou, Wangmeng Zuo
― 6 min read
New AI methods improve proton therapy planning for cancer treatment.
Qingqing Wang, Chang Chang
― 4 min read
A method combining offline and online learning for improved pedestrian movement predictions.
Anastasios Vlachos, Anastasios Tsiamis, Aren Karapetyan
― 4 min read
New methods improve model predictions for vital signs in healthcare.
Divij Gupta, Anubhav Bhatti, Surajsinh Parmar
― 5 min read
A method to enhance document comprehension using smaller models trained from larger ones.
Marcel Lamott, Muhammad Armaghan Shakir
― 5 min read
LOLA enhances communication by supporting over 160 languages efficiently.
Nikit Srivastava, Denis Kuchelev, Tatiana Moteu Ngoli
― 4 min read
A method to improve classification accuracy while minimizing misclassification costs.
Aidan J. Hughes, Keith Worden, Nikolaos Dervilis
― 6 min read
A look at Score Forgetting Distillation and its impact on generative AI.
Tianqi Chen, Shujian Zhang, Mingyuan Zhou
― 5 min read
Learn how BCART models improve claim prediction in insurance.
Yaojun Zhang, Lanpeng Ji, Georgios Aivaliotis
― 5 min read
A look at how symmetry breaking enhances neural network performance and efficiency.
Jun-Jie Zhang, Nan Cheng, Fu-Peng Li
― 7 min read
Learn how LoRa improves communication in agriculture for better efficiency.
Lameya Aldhaheri, Noor Alshehhi, Irfana Ilyas Jameela Manzil
― 4 min read
A new model improves identification of brain disorders using innovative network analysis.
Jiaxing Xu, Kai He, Mengcheng Lan
― 7 min read
This article discusses methods to improve estimates in case-control studies with imbalanced data.
Hengchao Shi, Ming Zheng, Wen Yu
― 4 min read
A new method improves predictions of physical systems through advanced neural networks and Hamiltonian mechanics.
Harsh Choudhary, Chandan Gupta, Vyacheslav kungrutsev
― 4 min read
Promptriever simplifies information retrieval by following user instructions.
Orion Weller, Benjamin Van Durme, Dawn Lawrie
― 5 min read
New methods improve UWB tracking accuracy in large environments.
Thien-Minh Nguyen, Yizhuo Yang, Tien-Dat Nguyen
― 6 min read
A new method combines diverse data to better understand causal relationships.
Sergio Hernan Garrido Mejia, Elke Kirschbaum, Armin Kekić
― 6 min read
A new RL environment aims to improve code optimization for MLIR compiler.
Nazim Bendib, Iheb Nassim Aouadj, Riyadh Baghdadi
― 7 min read
OneEncoder efficiently connects images, text, audio, and video for better information processing.
Bilal Faye, Hanane Azzag, Mustapha Lebbah
― 7 min read
A new method for deploying UAVs in unknown areas using RL and PPO.
Ali Moltajaei Farid, Jafar Roshanian, Malek Mouhoub
― 10 min read
Learn how differential privacy enhances data analysis while safeguarding personal information.
Erzhi Liu, Jerry Yao-Chieh Hu, Alex Reneau
― 5 min read