Latest Articles for Diffusion Models

Computer Vision and Pattern Recognition Streamlined Dataset Distillation: A New Approach

A new method improves dataset distillation for efficient image recognition.

Xinhao Zhong, Shuoyang Sun, Xulin Gu

2025-03-10T10:16:57+00:00 ― 6 min read

Computer Vision and Pattern Recognition Advancing Medical Imaging with Prompt2Perturb

A new method improves adversarial image creation in medical imaging.

Yasamin Medghalchi, Moein Heidari, Clayton Allard

2025-03-10T02:15:27+00:00 ― 7 min read

Machine Learning The Art of Generative Models: A Deep Dive

Discover how generative models create new data using unique approaches.

Zeeshan Patel, James DeLoye, Lance Mathias

2025-03-09T08:36:09+00:00 ― 7 min read

Cryptography and Security Guarding Against Hidden Threats in AI Models

Discovering the dangers of backdoor attacks in diffusion models.

Yuning Han, Bingyin Zhao, Rui Chu

2025-03-07T11:39:45+00:00 ― 7 min read

Machine Learning LazyDiT: Speeding Up Image Generation

LazyDiT offers a smarter way to create images faster without losing quality.

Xuan Shen, Zhao Song, Yufa Zhou

2025-03-04T12:14:24+00:00 ― 5 min read

Computer Vision and Pattern Recognition Causal Diffusion: Redefining Media Generation

Causal Diffusion merges autoregressive and diffusion models for innovative content creation.

Chaorui Deng, Deyao Zhu, Kunchang Li

2025-03-03T13:46:12+00:00 ― 6 min read

Computation and Language Revolutionizing Document-Level Relation Extraction

New techniques improve understanding of relationships in text data.

Khai Phan Tran, Wen Hua, Xue Li

2025-02-27T10:15:36+00:00 ― 6 min read

Medical Physics Revolutionizing PET Imaging: A New Era

A new approach enhances PET imaging while reducing radiation exposure for patients.

Clémentine Phung-Ngoc, Alexandre Bousse, Antoine De Paepe

2025-02-27T03:14:10+00:00 ― 5 min read

Computer Vision and Pattern Recognition Brightening the Dark: Advances in Low-Light Imaging

New techniques transform low-light photos into stunning visuals.

Joshua Cho, Sara Aghajanzadeh, Zhen Zhu

2025-02-26T22:13:21+00:00 ― 6 min read

Machine Learning Harnessing Diffusion Models for Data Generation

Learn how diffusion models revolutionize data generation and classification.

Justin Le

2025-02-22T17:46:21+00:00 ― 6 min read

Computer Vision and Pattern Recognition The Art of Image Creation: Diffusion Models

Discover how diffusion models turn noise into stunning images.

Jaineet Shah, Michael Gromis, Rickston Pinto

2025-02-20T16:57:27+00:00 ― 5 min read

Artificial Intelligence The Traveling Salesman Problem: A Route to Efficiency

Discover how TSP shapes logistics and machine learning advancements.

Mickael Basson, Philippe Preux

2025-02-17T23:57:18+00:00 ― 5 min read

High Energy Physics - Lattice Blending AI and Physics: A New Era of Particle Study

Explore how AI diffusion models are changing lattice field theory.

Gert Aarts, Lingxiao Wang, Kai Zhou

2025-02-16T22:49:48+00:00 ― 7 min read

Machine Learning Harnessing Machine Learning to Improve Air Quality Monitoring

This article discusses machine learning's role in predicting urban air quality levels.

Sen Yan, David J. O'Connor, Xiaojun Wang

2025-02-16T00:32:20+00:00 ― 7 min read

Computer Vision and Pattern Recognition Next Patch Prediction: A New Way to Make AI Art

Learn how NPP improves AI image generation efficiency and quality.

Yatian Pang, Peng Jin, Shuo Yang

2025-02-14T02:51:54+00:00 ― 5 min read

Computer Vision and Pattern Recognition Revolutionizing Image Editing with Smart Techniques

A new method simplifies image editing without extensive examples.

Enis Simsar, Alessio Tonioni, Yongqin Xian

2025-02-13T19:38:33+00:00 ― 7 min read

Computer Vision and Pattern Recognition Protecting Artistic Styles in the Age of AI

New framework offers hope for artists worried about style misrepresentation.

Anand Kumar, Jiteng Mu, Nuno Vasconcelos

2025-02-12T09:48:36+00:00 ― 7 min read

Machine Learning Reconstructing 3D Structures from Blurry Images

Researchers use diffusion models to create clear 3D shapes from limited data.

Julian L. Möbius, Michael Habeck

2025-02-12T08:19:57+00:00 ― 8 min read

Computer Vision and Pattern Recognition HDR Imaging: Capturing Every Detail

Learn how HDR imaging transforms photography with dual-camera technology.

Shi Guo, Zixuan Chen, Ziran Zhang

2025-02-11T14:40:39+00:00 ― 5 min read

Computer Vision and Pattern Recognition Revolutionizing Image Similarity with DiffSim

Discover how DiffSim transforms image comparison with advanced techniques.

Yiren Song, Xiaokang Liu, Mike Zheng Shou

2025-02-11T03:26:33+00:00 ― 6 min read

Computer Vision and Pattern Recognition RoomPainter: Transforming Indoor Spaces with Technology

RoomPainter creates stunning textures for indoor designs quickly and efficiently.

Zhipeng Huang, Wangbo Yu, Xinhua Cheng

2025-02-06T07:52:57+00:00 ― 6 min read

Machine Learning Cracking the Code of Inverse Problems

New method improves results in solving complex inverse problems using diffusion models.

Henry Li, Marcus Pereira

2025-02-05T23:51:27+00:00 ― 6 min read

Computer Vision and Pattern Recognition The Future of Fashion: Virtual Try-On Technology

Experience clothing virtually without fitting rooms or hassles.

Jeongho Kim, Hoiyeong Jin, Sunghyun Park

2025-02-02T22:01:39+00:00 ― 6 min read

Computer Vision and Pattern Recognition The Rise of Self-Corrected Flow Distillation in Generative Modeling

A breakthrough method improving image generation in generative modeling.

Quan Dao, Hao Phung, Trung Dao

2025-02-02T15:36:27+00:00 ― 7 min read

Computation and Language Stylish In-Image Translation: A New Approach

Revolutionizing the way we translate text in images with style and context.

Chengpeng Fu, Xiaocheng Feng, Yichong Huang

2025-02-02T01:09:45+00:00 ― 6 min read

Robotics New Method Transforms Multi-Agent Path Finding

A fresh approach combines diffusion models with constrained optimization for efficient pathfinding.

Jinhao Liang, Jacob K. Christopher, Sven Koenig

2025-02-01T03:29:42+00:00 ― 5 min read

Image and Video Processing Synthetic Medical Images: A New Hope

Diffusion models create lifelike images, boosting medical training and protecting patient privacy.

Abdullah al Nomaan Nafi, Md. Alamgir Hossain, Rakib Hossain Rifat

2025-01-30T15:50:24+00:00 ― 7 min read

Computer Vision and Pattern Recognition The Future of Long Video Generation

AI's journey towards creating longer, coherent videos continues to face exciting challenges.

Faraz Waseem, Muhammad Shahzad

2025-01-28T12:01:21+00:00 ― 6 min read

Computer Vision and Pattern Recognition RDPM: A New Wave in Image Generation

Discover how RDPM transforms image creation using advanced methods.

Xiaoping Wu, Jie Hu, Xiaoming Wei

2025-01-27T14:21:18+00:00 ― 8 min read

Machine Learning Revolutionizing Image Generation with Schrödinger Bridge Models

Discover how Schrödinger Bridge models enhance data generation in AI.

Kentaro Kaba, Reo Shimizu, Masayuki Ohzeki

2025-01-26T22:18:18+00:00 ― 6 min read

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

Quantum Physics Quantum Diffusion Models: A New Frontier in Particle Physics

Discovering insights into tiny particles using quantum computing techniques.

Mariia Baidachna, Rey Guadarrama, Gopal Ramesh Dahale

2025-01-17T15:11:04+00:00 ― 6 min read