Machine Learning

Computer Vision and Pattern Recognition Transforming Diffusion Models: A New Path to Creativity

A fresh approach to enhance diffusion models for better image generation.

Zhiyu Tan, WenXu Qian, Hesen Chen

2025-01-18T18:29:42+00:00 ― 8 min read

Computation and Language Planning with AI: Crafting Success

Explore how AI agents learn to plan by crafting in Minecraft.

Gautier Dagan, Frank Keller, Alex Lascarides

2025-01-18T16:05:15+00:00 ― 8 min read

Machine Learning Fighting Hackers: The Side-Channel Attack Challenge

New strategies in machine learning improve defenses against side-channel attacks.

Tun-Chieh Lou, Chung-Che Wang, Jyh-Shing Roger Jang

2025-01-18T15:17:06+00:00 ― 5 min read

Machine Learning The Sneaky Side of Machine Learning

Discover the tricks behind adversarial attacks on AI models.

Mohamed Djilani, Salah Ghamizi, Maxime Cordy

2025-01-18T11:16:21+00:00 ― 6 min read

Cosmology and Nongalactic Astrophysics Deciphering the 21cm Signal: A Cosmic Quest

Discover how the 21cm signal reveals secrets of the universe's early days.

Hayato Shimabukuro

2025-01-18T11:05:14+00:00 ― 6 min read

Statistics Theory Uncovering Insights with Sparse PCA

Learn how Sparse PCA helps make sense of complex data.

Michael J. Feldman, Theodor Misiakiewicz, Elad Romanov

2025-01-18T08:20:44+00:00 ― 5 min read

Computer Vision and Pattern Recognition A New Era in Visual Question Answering

Advancements in AI enhance visual question answering capabilities.

Junxiao Xue, Quan Deng, Fei Yu

2025-01-18T05:39:18+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Vehicle Vision with LiDAR and Cameras

A new method enhances object detection in self-driving cars using camera and LiDAR data.

Fardin Ayar, Ehsan Javanmardi, Manabu Tsukada

2025-01-18T04:03:00+00:00 ― 7 min read

Computer Vision and Pattern Recognition Streamlining Deep Learning with Attention Maps

A new routing method enhances deep learning model efficiency using attention maps.

Advait Gadhikar, Souptik Kumar Majumdar, Niclas Popp

2025-01-18T03:14:51+00:00 ― 5 min read

Computation and Language Understanding the Knowledge Gap in LLMs

Researchers find ways to improve how large language models express their knowledge.

Xingjian Tao, Yiwei Wang, Yujun Cai

2025-01-18T00:02:15+00:00 ― 6 min read

Machine Learning Revolutionizing Deep Learning Operator Design

A new framework simplifies deep learning operators, enhancing accuracy and usability for developers.

Qi Zhan, Xing Hu, Xin Xia

2025-01-17T22:10:22+00:00 ― 6 min read

Sound The Rise of Text-to-Audio Technology

Discover how text can transform into audio with cutting-edge models.

Chia-Yu Hung, Navonil Majumder, Zhifeng Kong

2025-01-17T21:52:12+00:00 ― 3 min read

Cryptography and Security Balancing Privacy and Explainability in AI

Discover the challenge of combining privacy and explainability in high-stakes AI systems.

Supriya Manna, Niladri Sett

2025-01-17T18:25:12+00:00 ― 7 min read

Machine Learning Revolutionizing Time Series Analysis with FEI

FEI offers a new way to analyze time series data effectively.

En Fu, Yanyan Hu

2025-01-17T17:37:03+00:00 ― 7 min read

Bioinformatics GPT-4V: Redefining Machine Learning in Medicine

GPT-4V enhances medical image analysis with fewer examples and clear reasoning.

Zhicheng Ji, W. Hou, Y. Qu

2025-01-17T17:31:18+00:00 ― 6 min read

Machine Learning Navigating Out-of-Distribution Data with New Methods

A fresh method enhances deep neural networks in handling unknown data.

Yang Chen, Chih-Li Sung, Arpan Kusari

2025-01-17T17:05:11+00:00 ― 6 min read

Machine Learning Predicting Parkinson's: New Tools for the Future

Machine learning offers hope for better predicting Parkinson's disease progression.

Abhinav Roy, Bhavesh Gyanchandani, Aditya Oza

2025-01-17T16:00:45+00:00 ― 6 min read

Chemical Physics Unlocking the Mysteries of Particle Movements

Scientists use collective variables and machine learning to study particle dynamics.

Tuğçe Gökdemir, Jakub Rydzewski

2025-01-17T13:35:32+00:00 ― 6 min read

Numerical Analysis New Activation Function Boosts Neural Network Performance

A fresh activation function enhances neural networks for solving complex physical problems.

Vasiliy A. Es'kin, Alexey O. Malkhanov, Mikhail E. Smorkalov

2025-01-17T12:47:46+00:00 ― 5 min read

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