New system enhances robot assembly through generative design techniques.
Andrew Goldberg, Kavish Kondap, Tianshuang Qiu
― 6 min read
Computer Science - Machine Learning
RSSAI and machine learning are reshaping industries and daily life.
Benji Peng, Xuanhe Pan, Yizhu Wen
― 7 min read
New methods improve query selectivity predictions using machine learning techniques.
Peizhi Wu, Haoshu Xu, Ryan Marcus
― 6 min read
AXE improves model performance while minimizing overflow in accumulator-aware quantization.
Ian Colbert, Fabian Grob, Giuseppe Franco
― 5 min read
A new architecture improves predictions of user spending in fantasy sports platforms.
Ved Prakash, Kartavya Kothari
― 6 min read
This study benchmarks DG algorithms to tackle domain shift in medical image analysis.
Neda Zamanitajeddin, Mostafa Jahanifar, Kesi Xu
― 7 min read
A new method improves healthcare outcomes by analyzing incomplete multimodal data.
Lucas Robinet, Ahmad Berjaoui, Ziad Kheil
― 6 min read
Research evaluates connections between speech and language models for improved recognition and translation.
Francesco Verdini, Pierfrancesco Melucci, Stefano Perna
― 5 min read
This method allows language models to consider alternative outcomes in text generation.
Ivi Chatzi, Nina Corvelo Benz, Eleni Straitouri
― 5 min read
Examining connections between SFA and SR in data analysis.
Eddie Seabrook, Laurenz Wiskott
― 7 min read
Research highlights the need for user-focused methods in Training Data Attribution.
Elisa Nguyen, Johannes Bertram, Evgenii Kortukov
― 5 min read
ASLS enables real-time customization of language models based on user interactions.
Rafael Mendoza, Isabella Cruz, Richard Liu
― 4 min read
ABCFair provides a flexible framework to evaluate fairness methods in artificial intelligence.
MaryBeth Defrance, Maarten Buyl, Tijl De Bie
― 6 min read
Exploring invariant and equivariant maps to enhance neural networks.
Akiyoshi Sannai, Yuuki Takai, Matthieu Cordonnier
― 6 min read
This article discusses enhancing unsupervised anomaly detection using classification methods.
Tian-Yi Zhou, Matthew Lau, Jizhou Chen
― 6 min read
New methods for planning missions to tackle rising space debris are emerging.
Agni Bandyopadhyay, Guenther Waxenegger-Wilfing
― 5 min read
A new approach to unify similarity measures for clearer scientific comparisons.
Nathan Cloos, Guangyu Robert Yang, Christopher J. Cueva
― 5 min read
Study connects visual properties of GAM plots to cognitive load for better understanding.
Sven Kruschel, Lasse Bohlen, Julian Rosenberger
― 8 min read
Integrating 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