Study connects visual properties of GAM plots to cognitive load for better understanding.
Sven Kruschel, Lasse Bohlen, Julian Rosenberger
― 8 min read
Computer Science - Machine Learning
RSSIntegrating demographic information improves urban model accuracy significantly.
Ya Wen, Yulun Zhou
― 5 min read
CausalBench helps researchers study cause-and-effect relationships using data effectively.
Ahmet Kapkiç, Pratanu Mandal, Shu Wan
― 5 min read
Examining how model parameters impact performance on long-range tasks.
Ingvar Ziemann, Nikolai Matni, George J. Pappas
― 5 min read
A fresh approach improves training diverse model groups efficiently without separate OOD data.
Alexander Rubinstein, Luca Scimeca, Damien Teney
― 5 min read
Innovative approaches enhance statistical testing accuracy with incomplete data.
Petr Philonenko, Sergey Postovalov
― 7 min read
New method enhances legged robots' ability to navigate complex environments using visual input.
Hang Lai, Jiahang Cao, Jiafeng Xu
― 6 min read
A novel approach improves the accuracy of MS lesion segmentation in MRI scans.
Maximilian Rokuss, Yannick Kirchhoff, Saikat Roy
― 5 min read
Local sampling offers a new way to handle complex data efficiently.
Georg A. Gottwald, Sebastian Reich
― 6 min read
Dynamic learning rates and super level sets enhance stability in neural network training.
Jatin Chaudhary, Dipak Nidhi, Jukka Heikkonen
― 5 min read
Introducing CLIPFit, a method for efficient fine-tuning of Vision-Language Models.
Ming Li, Jike Zhong, Chenxin Li
― 6 min read
New methods enhance analysis of environmental data using functional representations.
Donato Riccio, Fabrizio Maturo, Elvira Romano
― 8 min read
Learn how low-bit quantization improves the efficiency of large language models.
Ruihao Gong, Yifu Ding, Zining Wang
― 6 min read
Graph unlearning offers a solution for removing outdated data without full retraining.
Zhe-Rui Yang, Jindong Han, Chang-Dong Wang
― 6 min read
CryptoTrain combines cryptographic techniques to protect sensitive data during machine learning training.
Jiaqi Xue, Yancheng Zhang, Yanshan Wang
― 5 min read
SWE2 improves detection of hate speech on social media through advanced techniques.
Guanyi Mou, Pengyi Ye, Kyumin Lee
― 4 min read
This article examines methods to identify illegal wildlife trade online.
Guanyi Mou, Yun Yue, Kyumin Lee
― 5 min read
GraphLoRA enhances the transferability of Graph Neural Networks across varied graphs.
Zhe-Rui Yang, Jindong Han, Chang-Dong Wang
― 6 min read
A new approach to improve molecular property predictions in AI using task addition.
Soorin Yim, Dae-Woong Jeong, Sung Moon Ko
― 6 min read
Introducing a new method to improve deep learning models by reducing overfitting.
Bum Jun Kim, Sang Woo Kim
― 5 min read
A method to trace climate changes after volcanic eruptions reveals important pathways.
Meredith G. L. Brown, Matt Peterson, Irina Tezaur
― 6 min read
A new method boosts material handling efficiency using multi-agent reinforcement learning.
Xian Yeow Lee, Haiyan Wang, Daisuke Katsumata
― 7 min read
New models enhance prediction of material properties through atomic arrangements.
Jiayu Peng, James Damewood, Jessica Karaguesian
― 6 min read
A novel method enhances sensor placements for better data accuracy in physical systems.
Xu Liu, Wen Yao, Wei Peng
― 6 min read
A3 framework enhances machine learning models for adapting to new data environments.
Chrisantus Eze, Christopher Crick
― 6 min read
Examining the role of classifiers, particularly CVFR models, in machine learning.
Lorenzo Chicchi, Duccio Fanelli, Diego Febbe
― 6 min read
New methods focus on analyzing source code for better defect prediction.
Hung Viet Pham, Tung Thanh Nguyen
― 7 min read
Research on improving bird sound identification through machine learning techniques.
Burooj Ghani, Vincent J. Kalkman, Bob Planqué
― 6 min read
FeDETR uses federated learning for improved coronary stenosis evaluation.
Raffaele Mineo, Amelia Sorrenti, Federica Proietto Salanitri
― 6 min read
A dataset helps AI systems learn better from distracting visuals.
Joseph Ortiz, Antoine Dedieu, Wolfgang Lehrach
― 6 min read
An overview of various methods for merging models to enhance machine learning performance.
Derek Tam, Yash Kant, Brian Lester
― 8 min read
New system enhances robot memory and communication in human environments.
Quanting Xie, So Yeon Min, Tianyi Zhang
― 5 min read
Introducing Wavelet-CLIP for improved detection of deepfake images.
Lalith Bharadwaj Baru, Shilhora Akshay Patel, Rohit Boddeda
― 5 min read
SOAR improves action recognition accuracy in drone footage analysis.
Ruiqi Xian, Xiyang Wu, Tianrui Guan
― 5 min read
Discover how machine learning boosts data compression in science.
Youyuan Liu, Wenqi Jia, Taolue Yang
― 7 min read
AI-driven WeatherFormer improves weather predictions while reducing energy consumption.
Junchao Gong, Tao Han, Kang Chen
― 5 min read
SLIDE revolutionizes how engineers simulate mechanical systems using fast, data-driven methods.
Peter Manzl, Alexander Humer, Qasim Khadim
― 6 min read
Introducing AdaGauss to enhance learning without retaining older data.
Grzegorz Rypeść, Sebastian Cygert, Tomasz Trzciński
― 5 min read
A new method improves automatic piano cover creation using existing music transcription technology.
Kazuma Komiya, Yoshihisa Fukuhara
― 6 min read
New approaches improve modeling of physical behaviors in varying geometries.
Linying Zhang, Stefano Pagani, Jun Zhang
― 7 min read