Introducing a framework to improve text classification for unfamiliar data.
Yuxuan Hu, Chenwei Zhang, Min Yang
― 7 min read
Computer Science - Artificial Intelligence
RSSInnovative techniques enhance music-text model training with limited resources.
Ilaria Manco, Justin Salamon, Oriol Nieto
― 7 min read
Examining how LLMs are changing writing and speaking in academic settings.
Mingmeng Geng, Caixi Chen, Yanru Wu
― 6 min read
Examining the role of feature extraction in improving machine learning interpretability.
Helen Jin, Shreya Havaldar, Chaehyeon Kim
― 7 min read
Robots can now answer questions using long-term memory.
Abrar Anwar, John Welsh, Joydeep Biswas
― 6 min read
SemDI enhances accuracy in identifying event causality using context.
Haoran Li, Qiang Gao, Hongmei Wu
― 5 min read
MaPPER offers a new method for efficient image-text understanding.
Ting Liu, Zunnan Xu, Yue Hu
― 5 min read
Research evaluates how well technology interprets satirical images.
Abhilash Nandy, Yash Agarwal, Ashish Patwa
― 4 min read
A new method improves text detection accuracy by focusing on individual characters.
Xingtao Lin, Heqian Qiu, Lanxiao Wang
― 5 min read
A new approach enhances narrative depth by focusing on character representation.
Danyang Liu, Mirella Lapata, Frank Keller
― 6 min read
A new method to improve deep learning models against adversarial attacks.
Hossein Goli, Farzan Farnia
― 6 min read
Combining Federated Learning and quantum technology promises safer data handling in AI.
Siddhant Dutta, Pavana P Karanth, Pedro Maciel Xavier
― 6 min read
A system to help users manage energy consumption in smart homes.
Xiaowei Liu, Kevin McAreavey, Weiru Liu
― 5 min read
A new approach improves neural network training speed and efficiency using nowcasting.
Boris Knyazev, Abhinav Moudgil, Guillaume Lajoie
― 4 min read
A new method combines reinforcement learning and MPC for better microgrid management.
Caio Fabio Oliveira da Silva, Azita Dabiri, Bart De Schutter
― 6 min read
Research highlights using influence functions to enhance PINN performance in physics problems.
Jonas R. Naujoks, Aleksander Krasowski, Moritz Weckbecker
― 6 min read
Learn how data shapes algorithm performance through tuning and real-time adaptation.
Maria-Florina Balcan, Anh Tuan Nguyen, Dravyansh Sharma
― 6 min read
FPBoost offers a new approach to survival analysis, improving predictions and decision-making.
Alberto Archetti, Eugenio Lomurno, Diego Piccinotti
― 4 min read
A dataset of home sounds promotes safety and comfort for older adults.
Gabriel Bibbó, Thomas Deacon, Arshdeep Singh
― 5 min read
A new framework evaluates how well language models recognize and respond to emotions.
Yuyan Chen, Hao Wang, Songzhou Yan
― 5 min read
Examining the role of emotions in enhancing language model interactions.
Yuyan Chen, Yanghua Xiao
― 5 min read
New model improves image creation from text descriptions.
Zecheng He, Bo Sun, Felix Juefei-Xu
― 5 min read
New dataset evaluates language models' ability to handle time-aware information.
David Herel, Vojtech Bartek, Tomas Mikolov
― 5 min read
SLaVA-CXR improves chest X-ray report generation for better clinical efficiency.
Jinge Wu, Yunsoo Kim, Daqian Shi
― 4 min read
GAProtoNet enhances text classification by improving interpretability while maintaining high accuracy.
Ximing Wen, Wenjuan Tan, Rosina O. Weber
― 5 min read
Two models forecast groundwater levels with improved accuracy through weather data analysis.
Matteo Salis, Abdourrahmane M. Atto, Stefano Ferraris
― 6 min read
A look at how advanced technologies can support legislative processes.
Andrea Colombo
― 6 min read
SD-Codec improves audio processing by separating different sound types effectively.
Xiaoyu Bie, Xubo Liu, Gaël Richard
― 5 min read
New methods improve how human movements are applied to robots.
Xiyana Figuera, Soogeun Park, Hyemin Ahn
― 5 min read
New methods improve understanding of AI model predictions.
Debarpan Bhattacharya, Amir H. Poorjam, Deepak Mittal
― 6 min read
A new method uses language models for better URL safety assessment.
Fariza Rashid, Nishavi Ranaweera, Ben Doyle
― 6 min read
A new framework assesses medical knowledge in large language models.
Yuxuan Zhou, Xien Liu, Chen Ning
― 5 min read
New framework enhances AI planning by improving visual understanding and reasoning.
Yew Ken Chia, Qi Sun, Lidong Bing
― 6 min read
Exploring new methods to improve proof verification in software engineering.
Minghai Lu, Benjamin Delaware, Tianyi Zhang
― 7 min read
Research highlights the role of machine learning in early detection of CHD.
Jamal Al-Karaki, Philip Ilono, Sanchit Baweja
― 5 min read
MEGA-PT improves penetration testing effectiveness and adaptability for better cybersecurity.
Yunfei Ge, Quanyan Zhu
― 5 min read
This article discusses a framework to help robots learn in challenging conditions.
Viet Dung Nguyen, Zhizhuo Yang, Christopher L. Buckley
― 6 min read
A new model enhances predictions by revisiting previous guesses.
Kei-Sing Ng, Qingchen Wang
― 5 min read
Enhancing access to primary healthcare in South Asia for better health outcomes.
Rusham Elahi, Zia Tahseen, Tehreem Fatima
― 5 min read
This research highlights the importance of aligning AI learning with human problem-solving behaviors.
Sejin Kim, Hosung Lee, Sundong Kim
― 6 min read