AXE improves model performance while minimizing overflow in accumulator-aware quantization.
Ian Colbert, Fabian Grob, Giuseppe Franco
― 5 min read
Cutting edge science explained simply
AXE improves model performance while minimizing overflow in accumulator-aware quantization.
Ian Colbert, Fabian Grob, Giuseppe Franco
― 5 min read
Enhancing refusal skills in role-playing agents for better user interactions.
Wenhao Liu, Siyu An, Junru Lu
― 6 min read
Innovative methods for lifelike guitar performance in virtual music settings.
Pei Xu, Ruocheng Wang
― 10 min read
A new framework improves personalized recommendations using text and images.
Yueqi Wang, Zhenrui Yue, Huimin Zeng
― 5 min read
A dataset helps AI systems learn better from distracting visuals.
Joseph Ortiz, Antoine Dedieu, Wolfgang Lehrach
― 6 min read
Study shows pseudo-code enhances LLM performance on graph tasks.
Konstantinos Skianis, Giannis Nikolentzos, Michalis Vazirgiannis
― 7 min read
A new framework for lightweight and effective visual object tracking.
Lingyi Hong, Jinglun Li, Xinyu Zhou
― 6 min read
Exploring effective training methods for competitive gaming.
Andrzej Białecki, Bartłomiej Michalak, Jan Gajewski
― 4 min read
A new tool to improve quantum circuit simulation performance.
Chuan-Chi Wang
― 5 min read
A new approach enhances deep learning model performance amidst noise.
Seyedarmin Azizi, Mohammad Erfan Sadeghi, Mehdi Kamal
― 5 min read
Exploring the performance gap of general models in finance tasks.
Yixuan Tang, Yi Yang
― 6 min read
Research explores blending EEG data for improved brain-computer interaction.
Rishan Mehta, Param Rajpura, Yogesh Kumar Meena
― 6 min read
New model achieves faster speech transcription without sacrificing accuracy.
Yael Segal-Feldman, Aviv Shamsian, Aviv Navon
― 4 min read
Discover how Matryoshka embeddings improve speaker recognition efficiency and flexibility.
Shuai Wang, Pengcheng Zhu, Haizhou Li
― 4 min read
Examining the integration of quantum computing into neural networks for AI.
Peiyong Wang, Casey. R. Myers, Lloyd C. L. Hollenberg
― 7 min read
LinChain offers a fresh way to fine-tune large language models efficiently.
Yulong Wang, Chang Zuo, Yin Xuan
― 6 min read
Research examines how VLMs interpret and understand charts compared to human abilities.
Grace Guo, Jenna Jiayi Kang, Raj Sanjay Shah
― 5 min read
Learn how Pairwise Softmax Loss enhances recommendation accuracy and robustness.
Weiqin Yang, Jiawei Chen, Xin Xin
― 4 min read
A straightforward guide to understanding running shoe features.
Cagla Kettner, Bernd Stetter, Thorsten Stein
― 5 min read
ExplaiNet bridges performance and clarity in AI decision-making.
Pantelis I. Kaplanoglou, Konstantinos Diamantaras
― 5 min read
Exploring AI advancements in weather forecasting amid climate change.
Thomas Rackow, Nikolay Koldunov, Christian Lessig
― 6 min read
This study examines self-consistency's effectiveness in processing long texts with LLMs.
Adam Byerly, Daniel Khashabi
― 6 min read
A new approach to improving ML model updates in edge networks.
Fin Gentzen, Mounir Bensalem, Admela Jukan
― 6 min read
Research shows attention schemas enhance communication and teamwork among artificial agents.
Kathryn T. Farrell, Kirsten Ziman, Michael S. A. Graziano
― 4 min read
A new method enhances machine learning under shifting conditions.
Taejong Joo, Diego Klabjan
― 5 min read
A new method optimizes deep learning training for better performance on unseen data.
Di Wang, Shao-Bo Lin, Deyu Meng
― 5 min read
AI tool Diffuser improves enzyme performance efficiently and reliably.
Xiaozhu Yu, Kai Yi, Yu Guang Wang
― 7 min read
A new framework allows AI agents to create actions dynamically for better problem-solving.
Dang Nguyen, Viet Dac Lai, Seunghyun Yoon
― 9 min read
Learn how selective training can improve robot learning efficiency and adaptability.
Junjiao Tian, Chengyue Huang, Zsolt Kira
― 4 min read
A new tool makes controlling fluid motion in animations easier for artists.
Ryusuke Sugimoto, Jeff Lait, Christopher Batty
― 5 min read
Examining changes in SAT math and their impact on student readiness.
Vikram Krishnaveti, Saannidhya Rawat
― 6 min read
A user-friendly tool for understanding contextual bandit systems.
Andrew Maher, Matia Gobbo, Lancelot Lachartre
― 6 min read
Combining quality data with flawed data can yield impressive outcomes.
Giannis Daras, Yeshwanth Cherapanamjeri, Constantinos Daskalakis
― 5 min read
New smart sensor system improves indoor movement efficiency in healthcare settings.
Minghao Ning, Yaodong Cui, Yufeng Yang
― 7 min read
This research reveals a new aggregation method for improving GNN performance.
Mitchell Keren Taraday, Almog David, Chaim Baskin
― 5 min read
Learn about quantization and its impact on language models.
Eldar Kurtic, Alexandre Marques, Shubhra Pandit
― 6 min read
Exploring LLMs' struggles with analogical reasoning compared to children and adults.
Claire E. Stevenson, Alexandra Pafford, Han L. J. van der Maas
― 4 min read
Contamination in model training can skew results and misrepresent performance.
Vishakha Suresh Kalal, Andrew Parry, Sean MacAvaney
― 5 min read
Researchers propose new strategies for improving deep clustering performance.
Lukas Miklautz, Timo Klein, Kevin Sidak
― 6 min read
We analyze the impact of mTLS on service mesh performance.
Anat Bremler Barr, Ofek Lavi, Yaniv Naor
― 5 min read