A new method speeds up fluid simulations using a blend of machine learning and CFD.
Clément Caron, Philippe Lauret, Alain Bastide
― 6 min read
Computer Science - Machine Learning
RSSMusicLIME helps explain AI's approach to analyzing music through audio and lyrics.
Theodoros Sotirou, Vassilis Lyberatos, Orfeas Menis Mastromichalakis
― 6 min read
A novel model improves how language models think and respond.
Ningyuan Xi, Xiaoyu Wang, Yetao Wu
― 5 min read
Discover how CODA improves data assimilation and modeling of complex systems using neural networks.
Vadim Zinchenko, David S. Greenberg
― 7 min read
This study analyzes the two-tower model's performance against bias in document ranking.
Morris de Haan, Philipp Hager
― 5 min read
TopoMamba enhances analysis of relationships in simplicial complexes for deeper insights.
Marco Montagna, Simone Scardapane, Lev Telyatnikov
― 6 min read
AdEMAMix improves training efficiency by balancing recent and past gradients.
Matteo Pagliardini, Pierre Ablin, David Grangier
― 5 min read
This paper compares Vision Transformers and CNNs for classifying side-scan sonar images.
BW Sheffield, Jeffrey Ellen, Ben Whitmore
― 6 min read
A look at confidence intervals in few-shot learning and their impact on model evaluation.
Raphael Lafargue, Luke Smith, Franck Vermet
― 6 min read
Examining the impact of data quality on offline multi-agent reinforcement learning research.
Claude Formanek, Louise Beyers, Callum Rhys Tilbury
― 6 min read
This article explores how sample size impacts neural network performance through loss landscapes.
Nikita Kiselev, Andrey Grabovoy
― 5 min read
A new self-ensemble approach improves model resilience to adversarial changes.
Chang Dong, Zhengyang Li, Liangwei Zheng
― 6 min read
New methods enhance robotic mapping of indoor spaces using factor graphs and machine learning.
Jose Andres Millan-Romera, Hriday Bavle, Muhammad Shaheer
― 6 min read
This research explores memory reduction methods for training deep neural networks.
Daniel Barley, Holger Fröning
― 6 min read
A closer look at how CRL identifies causal relationships in data.
Dingling Yao, Dario Rancati, Riccardo Cadei
― 6 min read
New AI techniques improve fluid dynamics modeling accuracy and efficiency.
Paul Garnier, Jonathan Viquerat, Elie Hachem
― 6 min read
This study focuses on protecting quadrotors from cyber-attacks.
Samuel Belkadi
― 6 min read
A look into methods for detecting unexpected data in AI models.
Shuo Lu, Yingsheng Wang, Lijun Sheng
― 6 min read
Examining the rates at which the brain's nerve cells process information.
Roxana Zeraati, Anna Levina, Jakob H. Macke
― 10 min read
Introducing a pooling operator that maintains data integrity while improving computation speed.
T. Snelleman, B. M. Renting, H. H. Hoos
― 5 min read
A look at how conformal prediction improves uncertainty quantification in biology.
Alberto Portela, Julio R. Banga, Marcos Matabuena
― 8 min read
Examining how 2D and 3D gestures affect virtual character communication.
Téo Guichoux, Laure Soulier, Nicolas Obin
― 7 min read
Examining the role and accuracy of LLMs in legal research.
Rajaa El Hamdani, Thomas Bonald, Fragkiskos Malliaros
― 5 min read
A look into methods for accurately estimating covariance matrix distances.
Roberto Pereira, Xavier Mestre, Davig Gregoratti
― 6 min read
This article examines how LLMs can identify missing variables in scientific research.
Ivaxi Sheth, Sahar Abdelnabi, Mario Fritz
― 6 min read
A method using VAEs enhances anomaly detection in Intrusion Detection Systems.
Ioannis Pitsiorlas, George Arvanitakis, Marios Kountouris
― 6 min read
Study explores LSTM networks for better internet traffic forecasting.
Sajal Saha, Anwar Haque, Greg Sidebottom
― 6 min read
A new model enhances the accuracy of internet traffic forecasting.
Sajal Saha, Saikat Das, Glaucio H. S. Carvalho
― 5 min read
A new framework improves IoT device security using advanced methods.
Sudipto Baral, Sajal Saha, Anwar Haque
― 5 min read
A new method enhances data cleaning for underwater mapping tools.
Li Ling, Yiping Xie, Nils Bore
― 6 min read
New technique enhances network analysis using approximate equitable partitions.
Giuseppe Squillace, Mirco Tribastone, Max Tschaikowski
― 5 min read
New methods improve high-level synthesis through efficient design space exploration.
Yunsheng Bai, Atefeh Sohrabizadeh, Zijian Ding
― 5 min read
Explore how the brain processes information, memories, and emotions.
Volker Tresp, Hang Li
― 7 min read
Examining how improvements in decision trees can enhance coding theory methods.
Caleb Koch, Carmen Strassle, Li-Yang Tan
― 5 min read
A new method improves time series analysis using symbolic regression and tree search techniques.
Yi Xie, Tianyu Qiu, Yun Xiong
― 5 min read
A method to update large language models efficiently and accurately.
Akshaj Kumar Veldanda, Shi-Xiong Zhang, Anirban Das
― 6 min read
A new method improves the safety of autonomous vehicles in risky scenarios.
Xuan Cai, Zhiyong Cui, Xuesong Bai
― 5 min read
This article explains methods for estimating causal effects in networks with hidden variables.
Anna Guo, Razieh Nabi
― 5 min read
Key steps for preparing and submitting conference papers effectively.
Julia Buhmann, Ward Haddadin, Lukáš Pravda
― 5 min read
CARAML offers a new way to assess AI hardware efficiency in machine learning tasks.
Chelsea Maria John, Stepan Nassyr, Carolin Penke
― 5 min read