iSeg improves image segmentation accuracy with less training data.
Lin Sun, Jiale Cao, Jin Xie
― 4 min read
Cutting edge science explained simply
iSeg improves image segmentation accuracy with less training data.
Lin Sun, Jiale Cao, Jin Xie
― 4 min read
A new tool helps users make sense of complex tree models.
Zhen Li, Weikai Yang, Jun Yuan
― 7 min read
This study examines how self-attention affects speech recognition in Turkish and English.
Sai Gopinath, Joselyn Rodriguez
― 5 min read
New methods improve unit test generation with large language models.
Rangeet Pan, Myeongsoo Kim, Rahul Krishna
― 7 min read
Explore how block encoding enhances quantum algorithms for complex system simulations.
Christopher F. Kane, Siddharth Hariprakash, Neel S. Modi
― 5 min read
Exploring the behavior of eigenvalues in random matrices through the circular law.
Zhidong Bai, Jiang Hu
― 6 min read
A deep-learning method to accurately recover the 21-cm signal amid complex cosmic data.
Michele Bianco, Sambit. K. Giri, Rohit Sharma
― 5 min read
MM-DPCNs improve video analysis efficiency by learning features without labels.
Wenqian Xue, Chi Ding, Jose Principe
― 4 min read
An overview of CTDE methods in multi-agent reinforcement learning.
Christopher Amato
― 6 min read
A new method to assess uncertainty in language model outputs for greater reliability.
Yu-Hsiang Wang, Andrew Bai, Che-Ping Tsai
― 6 min read
A new method addresses the challenge of detecting inaccuracies in AI-generated text.
Gabriel Y. Arteaga, Thomas B. Schön, Nicolas Pielawski
― 6 min read
SDOoop enhances real-time data analysis by detecting nuanced anomalies effectively.
Alexander Hartl, Félix Iglesias Vázquez, Tanja Zseby
― 5 min read
A method to improve action recognition with fewer labeled videos and more unlabeled data.
Owais Iqbal, Omprakash Chakraborty, Aftab Hussain
― 6 min read
SpeechLLMs show promise but struggle with speaker identification in conversations.
Junkai Wu, Xulin Fan, Bo-Ru Lu
― 4 min read
LITE offers a resource-efficient model for Time Series Classification with high accuracy.
Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti
― 4 min read
A new model enhances the accuracy of predicting solar flare locations.
Paolo Massa, Simon Felix, László István Etesi
― 4 min read
Innovative method combines machine learning and physics for solving differential equations.
Kai-liang Lu, Yu-meng Su, Zhuo Bi
― 6 min read
SNNAX simplifies and accelerates the simulation of Spiking Neural Networks for researchers.
Jamie Lohoff, Jan Finkbeiner, Emre Neftci
― 5 min read
Enhancing efficiency in secure processing of machine learning tasks.
Sarbartha Banerjee, Shijia Wei, Prakash Ramrakhyani
― 6 min read
A novel algorithm enhances decision-making in complex environments using historical data.
Xiaofeng Lin, Xuezhou Zhang
― 5 min read
Exploring how preference learning improves language model alignment with human expectations.
Bofei Gao, Feifan Song, Yibo Miao
― 8 min read
New techniques enhance offline learning for Regular Decision Processes in complex environments.
Ahana Deb, Roberto Cipollone, Anders Jonsson
― 5 min read
We analyze pooling and attention strategies in LLM-based embedding models.
Yixuan Tang, Yi Yang
― 5 min read
A study on improving language models using focused medical articles.
Mathieu Laï-king, Patrick Paroubek
― 5 min read
LoRD improves efficiency in model extraction attacks on large language models.
Zi Liang, Qingqing Ye, Yanyun Wang
― 6 min read
A new method improves decision-making in complex strategic games.
Qi Ju, Zhemei Fang, Yunfeng Luo
― 6 min read
Combining Behavioral Cloning and PPO enhances trajectory planning for self-driving cars.
Mingyan Zhou, Biao Wang, Tian Tan
― 6 min read
Introducing new metrics for assessing handwritten text generation systems.
Konstantina Nikolaidou, George Retsinas, Giorgos Sfikas
― 6 min read
Research focuses on generating adversarial examples to test credibility assessment systems.
Włodzimierz Lewoniewski, Piotr Stolarski, Milena Stróżyna
― 6 min read
A self-supervised learning approach reduces the need for labeled audio data.
Chunxi Wang, Maoshen Jia, Meiran Li
― 6 min read
New strategies for improved outlier detection are reshaping data analysis methods.
Seoyoung Cho, Jaesung Hwang, Kwan-Young Bak
― 6 min read
A new dataset assesses large language models' skills in interpreting visual representations.
Aneta Pawelec, Victoria Sara Wesołowska, Zuzanna Bączek
― 7 min read
Learn how GNNs can better generalize to unseen data.
Zhiyang Wang, Juan Cervino, Alejandro Ribeiro
― 5 min read
Study reveals voice data's role in recognizing emotions in Spanish speakers.
Elena Ortega-Beltrán, Josep Cabacas-Maso, Ismael Benito-Altamirano
― 5 min read
Introducing iRangeGraph for efficient range-filtering nearest neighbor queries in high dimensions.
Yuexuan Xu, Jianyang Gao, Yutong Gou
― 6 min read
Classical communication boosts performance in quantum machine learning applications.
Kiwmann Hwang, Hyang-Tag Lim, Yong-Su Kim
― 5 min read
StyleTokenizer improves image generation by separating style and text instructions.
Wen Li, Muyuan Fang, Cheng Zou
― 7 min read
This approach combines autoencoders and diffusion techniques for clearer images.
Vighnesh Birodkar, Gabriel Barcik, James Lyon
― 6 min read
A new model improves AI's ability to learn without forgetting.
Jifeng Hu, Li Shen, Sili Huang
― 8 min read
CoAst offers innovative contribution assessment in federated learning without needing validation data.
Hao Wu, Likun Zhang, Shucheng Li
― 5 min read