This work enhances vision-language models through improved data strategies and innovative techniques.
Yuan Liu, Zhongyin Zhao, Ziyuan Zhuang
― 7 min read
Computer Science - Artificial Intelligence
RSSThis article examines red-teaming risks in large language models used in business.
George Kour, Naama Zwerdling, Marcel Zalmanovici
― 3 min read
A method improving CNN focus on key image areas for better decision-making.
Lars Nieradzik, Henrike Stephani, Janis Keuper
― 4 min read
New techniques improve performance of Spectral GCNs in analyzing graph data.
Mustafa Coşkun, Ananth Grama, Mehmet Koyutürk
― 5 min read
Exploring tools and methods to identify AI-generated versus human-written content.
Prathamesh Dinesh Joshi, Sahil Pocker, Raj Abhijit Dandekar
― 7 min read
Learn how cognitive-logs can enhance our reasoning about actions and events.
Yoshiki Fukada
― 7 min read
SSR improves language models' performance while maintaining their general abilities.
Sonam Gupta, Yatin Nandwani, Asaf Yehudai
― 6 min read
Untie the Knots method improves handling of long texts in language models.
Junfeng Tian, Da Zheng, Yang Cheng
― 6 min read
Research reveals how layers in LLMs equally contribute to predictions.
Hangfeng He, Weijie J. Su
― 6 min read
New AI framework improves understanding of surgical videos for better patient care.
Mohammadmahdi Honarmand, Muhammad Abdullah Jamal, Omid Mohareri
― 6 min read
A framework for ensuring robots perform safely and effectively in human interactions.
Stefanos Nikolaidis
― 7 min read
Research examines how humans compare images using deep learning models.
Nhut Truong, Dario Pesenti, Uri Hasson
― 6 min read
A new method enhances language understanding in Transformer models using non-linear geometries.
Anna-Maria Halacheva, Mojtaba Nayyeri, Steffen Staab
― 6 min read
A new method improves neural networks by focusing on the Jacobian for structured outputs.
Jonathan Lorraine, Safwan Hossain
― 5 min read
A new approach for flexible mobile AI using on-device language models.
Wangsong Yin, Rongjie Yi, Daliang Xu
― 5 min read
A new method improves code output quality from language models.
Shuai Wang, Liang Ding, Li Shen
― 4 min read
A new model enhances decision-making in transportation systems through better data handling.
Zhiqi Shao, Haoning Xi, Haohui Lu
― 6 min read
KModels enables businesses to easily implement AI models without deep technical knowledge.
Roy Abitbol, Eyal Cohen, Muhammad Kanaan
― 7 min read
A framework to make neural networks' hidden insights clearer and more understandable.
Zakaria Patel, Sebastian J. Wetzel
― 5 min read
This research enhances how models answer questions using tables.
Ruya Jiang, Chun Wang, Weihong Deng
― 6 min read
Examining the link between truthfulness and political bias in language models.
Suyash Fulay, William Brannon, Shrestha Mohanty
― 6 min read
A new program improves heart image analysis, aiding in disease detection.
Quoc-Bao Nguyen-Le, Tuan-Hy Le, Anh-Triet Do
― 5 min read
A method to rank items effectively despite limited data.
Jing Yuan, Shaojie Tang
― 4 min read
Introducing FedFT, a method to improve communication in Federated Learning.
Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon
― 6 min read
This study explores how synthetic data can tackle class and group imbalances.
Emmanouil Panagiotou, Arjun Roy, Eirini Ntoutsi
― 7 min read
Exploring a new method for tackling multi-block optimization problems effectively.
Ibrahim K. Ozaslan, Panagiotis Patrinos, Mihailo R. Jovanović
― 6 min read
Participants showcased innovative data mappings using topological structures at a machine learning conference.
Guillermo Bernárdez, Lev Telyatnikov, Marco Montagna
― 5 min read
Exposing the manipulation risks of influence functions in machine learning.
Chhavi Yadav, Ruihan Wu, Kamalika Chaudhuri
― 5 min read
A study highlights reasoning challenges in modern language models amidst misleading information.
Neeladri Bhuiya, Viktor Schlegel, Stefan Winkler
― 6 min read
Study assesses language models on their ability to generate web application code.
Yi Cui
― 6 min read
Two innovative methods enhance Chinese spelling correction performance and accuracy.
Lei Sheng, Shuai-Shuai Xu
― 5 min read
Introducing PIP, a tool to detect adversarial attacks in LVLMs.
Yudong Zhang, Ruobing Xie, Jiansheng Chen
― 5 min read
Innovative strategies for optimizing parcel locker delivery and customer satisfaction.
Daniela Sailer, Robert Klein, Claudius Steinhardt
― 6 min read
Exploring a government program to protect society from AI-related risks.
Cristian Trout
― 5 min read
New methods improve personalization in online recommendations through user behavior tracking.
Linsey Pang, Amir Hossein Raffiee, Wei Liu
― 5 min read
A new framework improves code generation using pair programming principles.
Huan Zhang, Wei Cheng, Yuhan Wu
― 8 min read
This study reviews Google Translate's effectiveness in translating Mandarin texts to English.
Xuechun Wang, Rodney Beard, Rohitash Chandra
― 5 min read
This article discusses fair allocation of items using machine learning techniques.
Arun Verma, Indrajit Saha, Makoto Yokoo
― 7 min read
A new system enhances software development with a flexible, multi-agent approach.
Huy Nhat Phan, Tien N. Nguyen, Phong X. Nguyen
― 7 min read
A new system enhances information retrieval on mobile devices with efficiency and speed.
Dongqi Cai, Shangguang Wang, Chen Peng
― 7 min read