Artificial Intelligence

Cryptography and Security Strengthening Federated Learning Against Sneaky Attacks

A new approach improves security in federated learning by focusing on client-side defenses.

Borja Molina-Coronado

2025-03-13T08:54:09+00:00 ― 6 min read

Computer Vision and Pattern Recognition The Stripes That Fool: Texture Bias in AI

Discover how texture bias impacts AI decisions and object recognition.

Blaine Hoak, Ryan Sheatsley, Patrick McDaniel

2025-03-13T08:06:00+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing AI: Measuring Perception Similarity

A new approach to gauge how machines perceive similarities across different data types.

Sara Ghazanfari, Siddharth Garg, Nicolas Flammarion

2025-03-13T06:29:42+00:00 ― 6 min read

Quantum Physics Advancing AI with Quantum-Train Learning

A new approach combines quantum computing and reinforcement learning for improved AI training.

Kuan-Cheng Chen, Samuel Yen-Chi Chen, Chen-Yu Liu

2025-03-13T04:47:14+00:00 ― 6 min read

Machine Learning Strengthening Machine Learning: The Path to Robust Models

Discover the advances in machine learning focusing on robustness and generalization.

Khoat Than, Dat Phan, Giang Vu

2025-03-13T04:17:18+00:00 ― 5 min read

Computation and Language Enhancing Conversational Question Answering: A Clearer Path Ahead

Discover how new methods improve question answering systems for better user experience.

Rishiraj Saha Roy, Joel Schlotthauer, Chris Hinze

2025-03-13T04:05:15+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Image and Video Editing with EVLM

Discover how EVLM simplifies visual editing with smart instructions.

Umar Khalid, Hasan Iqbal, Azib Farooq

2025-03-13T03:17:06+00:00 ― 8 min read

Computation and Language Language Models vs Misinformation: A Study

Examining how language models handle misleading information and their ability to adapt.

Mohammad Reza Samsami, Mats Leon Richter, Juan Rodriguez

2025-03-13T01:40:48+00:00 ― 6 min read

Databases Revolutionizing Data Management in Computational Science

Learn how advanced database systems are transforming scientific research.

Daniel Alabi, Eugene Wu

2025-03-13T00:04:30+00:00 ― 8 min read

Machine Learning Revolutionizing RAG: Speed Meets Quality

A new system merges fast answers with high quality for better AI responses.

Siddhant Ray, Rui Pan, Zhuohan Gu

2025-03-12T23:16:21+00:00 ― 4 min read

Machine Learning The Rise of Time Series Foundation Models

Examining the impact of training data quality on time series models.

Songkang Wen, Vasilii Feofanov, Jianfeng Zhang

2025-03-12T23:12:07+00:00 ― 6 min read

Computation and Language Navigating the Challenges of Large Language Models

A look at LLM responses to attacks and unusual data inputs.

April Yang, Jordan Tab, Parth Shah

2025-03-12T21:40:03+00:00 ― 5 min read

Computer Vision and Pattern Recognition Create Custom Videos with SUGAR

Easily make unique videos from a single image using SUGAR.

Yufan Zhou, Ruiyi Zhang, Jiuxiang Gu

2025-03-12T20:51:54+00:00 ― 6 min read

Machine Learning Aligning AI: Tackling the Challenge of Human Values

Learn how researchers are improving AI alignment with human values through innovative methods.

Shambhavi Krishna, Aishwarya Sahoo

2025-03-12T19:15:36+00:00 ― 6 min read

Signal Processing Mastering State Estimation in Uncertain Worlds

Learn how state estimation techniques reshape our understanding of dynamic systems.

Jakub Matousek, Jindrich Dunik, Marek Brandner

2025-03-12T18:50:24+00:00 ― 8 min read

Artificial Intelligence Decision Trees: Shedding Light on Gender Bias in AI

Using decision trees to reveal gender bias in AI models.

Ana Ozaki, Roberto Confalonieri, Ricardo Guimarães

2025-03-12T17:39:18+00:00 ― 6 min read

Computer Vision and Pattern Recognition The Rise of Image Captioning Technology

Learn how machines are now telling stories through images.

Joshua Adrian Cahyono, Jeremy Nathan Jusuf

2025-03-12T16:51:09+00:00 ― 7 min read

Machine Learning Revolutionizing AI Fine-Tuning with OP-LoRA

OP-LoRA enhances AI models for specific tasks, improving efficiency and performance.

Piotr Teterwak, Kate Saenko, Bryan A. Plummer

2025-03-12T11:14:06+00:00 ― 5 min read

Computer Vision and Pattern Recognition Decoding Video-LMMs: A Clearer Path Forward

Unpacking the key elements driving video understanding in large multimodal models.

Orr Zohar, Xiaohan Wang, Yann Dubois

2025-03-12T10:25:57+00:00 ― 7 min read

Machine Learning Neural Operators: A New Tool for Science

Learn how neural operators transform scientific computing and solve complex problems.

Jean Kossaifi, Nikola Kovachki, Zongyi Li

2025-03-12T09:37:48+00:00 ― 6 min read

Computer Vision and Pattern Recognition Bringing Clarity: Merging Visible and Infrared Images

A new method enhances image fusion for better detail and clarity.

Ferhat Can Ataman, Gözde Bozdaği Akar

2025-03-12T08:58:12+00:00 ― 6 min read

Computer Vision and Pattern Recognition AlignCap: Bridging Images and Language

AlignCap enhances image descriptions, allowing machines to communicate visual details effectively.

Yuan Sun, Zhao Zhang, Jorge Ortiz

2025-03-12T08:01:30+00:00 ― 6 min read

Machine Learning Generative AI: Transforming Healthcare Delivery

Generative AI is reshaping how healthcare is delivered, enhancing communication and research.

Divya Shanmugam, Monica Agrawal, Rajiv Movva

2025-03-12T07:13:21+00:00 ― 6 min read

Machine Learning AdvPrefix: A New Approach to Language Model Jailbreaking

AdvPrefix improves how we interact with language models, making them more effective.

Sicheng Zhu, Brandon Amos, Yuandong Tian

2025-03-12T06:25:12+00:00 ― 6 min read

Robotics Revolutionizing Path Planning: Meet MeshA*

Discover how MeshA* changes path planning for robots and video games.

Marat Agranovskiy, Konstantin Yakovlev

2025-03-12T05:37:03+00:00 ― 5 min read

Systems and Control The Future of Human-Vehicle Interaction in Automated Driving

Combining human intuition with AI for safer automated driving.

Abu Jafar Md Muzahid, Xiaopeng Zhao, Zhenbo Wang

2025-03-12T04:02:06+00:00 ― 6 min read

Information Retrieval Revolutionizing Regulatory Information Retrieval

MST-R enhances search systems for regulatory documents, improving precision and efficiency.

Yash Malviya, Karan Dhingra, Maneesh Singh

2025-03-12T04:00:45+00:00 ― 7 min read

Machine Learning Clear Choices: The Future of Computer Decision-Making

New method helps computers explain decisions in understandable ways.

Federico Ruggeri, Gaetano Signorelli

2025-03-12T03:12:36+00:00 ― 5 min read

Computer Vision and Pattern Recognition DeepSeek-VL2: The Next Step in AI Intelligence

DeepSeek-VL2 merges visual and text data for smarter AI interactions.

Zhiyu Wu, Xiaokang Chen, Zizheng Pan

2025-03-12T02:24:27+00:00 ― 5 min read

Computer Vision and Pattern Recognition Transforming 2D Images into 3D Worlds

New methods in 3D reconstruction bring real-world applications to life.

Manuel Dahnert, Angela Dai, Norman Müller

2025-03-12T00:48:09+00:00 ― 5 min read

Computer Vision and Pattern Recognition The Future of Open-Vocabulary Segmentation

Discover how prompt-guided segmentation is changing image recognition technology.

Yu-Jhe Li, Xinyang Zhang, Kun Wan

2025-03-12T00:00:00+00:00 ― 8 min read

Computation and Language The Truth About Large Language Models

An overview of what large language models really are and their capabilities.

Murray Shanahan

2025-03-11T23:11:51+00:00 ― 5 min read

Sound Measuring Music: The Future of AI Compositions

Learn about Frechet Music Distance and its role in evaluating AI-generated music.

Jan Retkowski, Jakub Stępniak, Mateusz Modrzejewski

2025-03-11T23:06:00+00:00 ― 8 min read

Computer Vision and Pattern Recognition UnPIC: A New Way to Create 3D Views

UnPIC transforms 2D images into stunning 3D representations with ease.

Rishabh Kabra, Drew A. Hudson, Sjoerd van Steenkiste

2025-03-11T21:35:33+00:00 ― 7 min read

Multiagent Systems Can AI Agents Learn to Cooperate?

Research explores how language models can develop cooperative behaviors over time.

Aron Vallinder, Edward Hughes

2025-03-11T19:59:15+00:00 ― 5 min read

Computation and Language Decoding Online Opinions: The Rise of Stance Detection

Understanding online comments is key to healthier conversations.

Jiaqing Yuan, Ruijie Xi, Munindar P. Singh

2025-03-11T19:11:06+00:00 ― 4 min read

Computation and Language Removing Harmful Knowledge from AI Models

New methods help AI models safely remove unwanted information.

Harry J. Davies, Giorgos Iacovides, Danilo P. Mandic

2025-03-11T18:22:57+00:00 ― 6 min read

Computer Vision and Pattern Recognition Simplifying 3D Scene Understanding with SuperGSeg

SuperGSeg brings clarity to complex 3D scenes through advanced segmentation techniques.

Siyun Liang, Sen Wang, Kunyi Li

2025-03-11T16:46:39+00:00 ― 6 min read

Machine Learning Mastering Multiclass Classification: Techniques and Challenges

Explore multiclass classification, challenges, and powerful boosting techniques.

Marco Bressan, Nataly Brukhim, Nicolò Cesa-Bianchi

2025-03-11T16:41:01+00:00 ― 6 min read

Machine Learning The Future of Generative Modeling: A Leap Forward

New method boosts generative modeling efficiency without sacrificing quality.

Jaehyeon Kim, Taehong Moon, Keon Lee

2025-03-11T14:22:12+00:00 ― 5 min read

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