Diffusion Models

Computer Vision and Pattern Recognition Feature Inversion: The Privacy Dilemma in Deep Learning

Examining feature inversion in deep learning and its implications for privacy.

Sai Qian Zhang, Ziyun Li, Chuan Guo

Mar 22, 2025 ― 7 min read

Computer Vision and Pattern Recognition The Future of Image Generation Technology

Discover how new technologies are transforming image creation.

Benji Peng, Chia Xin Liang, Ziqian Bi

Mar 22, 2025 ― 8 min read

Computer Vision and Pattern Recognition Speeding Up Image Creation with Distillation++

Learn how Distillation++ enhances image generation through smart model collaboration.

Geon Yeong Park, Sang Wan Lee, Jong Chul Ye

Mar 22, 2025 ― 7 min read

Computer Vision and Pattern Recognition Transforming Diffusion Models: The Memory Boost

External memory banks enhance diffusion models for better image and sound creation.

Yi Tang, Peng Sun, Zhenglin Cheng

Mar 22, 2025 ― 6 min read

Multimedia Transforming Music into Stunning Visuals with AI

Learn how AI is turning music into captivating visual experiences.

Leonardo Pina, Yongmin Li

Mar 21, 2025 ― 7 min read

Machine Learning The Art of Generative Models: Unraveling Diffusion Techniques

Discover how generative models create stunning content through innovative techniques.

Binxu Wang, John J. Vastola

Mar 17, 2025 ― 8 min read

Image and Video Processing Synthetic Images: A New Hope in Cancer Pathology

Innovative synthetic images aid cancer research and training for pathologists.

Aakash Madhav Rao, Debayan Gupta

Mar 15, 2025 ― 7 min read

Computer Vision and Pattern Recognition Reviving Images: The Art of Inpainting

Learn how diffusion models transform image restoration and creativity.

Sora Kim, Sungho Suh, Minsik Lee

Mar 15, 2025 ― 6 min read

Computer Vision and Pattern Recognition Sharpening Blurry Images: The New Wave of Super-Resolution

New diffusion methods enhance image quality, offering flexibility and efficiency.

Zongsheng Yue, Kang Liao, Chen Change Loy

Mar 14, 2025 ― 4 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

Mar 11, 2025 ― 7 min read

Computer Vision and Pattern Recognition The Illusion of Reality: How Our Eyes Deceive Us

Discover how visual illusions trick our perception and affect our daily lives.

Alex Gomez-Villa, Kai Wang, Alejandro C. Parraga

Mar 11, 2025 ― 7 min read

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

Mar 10, 2025 ― 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

Mar 10, 2025 ― 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

Mar 9, 2025 ― 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

Mar 7, 2025 ― 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

Mar 4, 2025 ― 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

Mar 3, 2025 ― 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

Feb 27, 2025 ― 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

Feb 27, 2025 ― 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

Feb 26, 2025 ― 6 min read

Machine Learning Harnessing Diffusion Models for Data Generation

Learn how diffusion models revolutionize data generation and classification.

Justin Le

Feb 22, 2025 ― 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

Feb 20, 2025 ― 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

Feb 17, 2025 ― 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

Feb 16, 2025 ― 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

Feb 16, 2025 ― 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

Feb 14, 2025 ― 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

Feb 13, 2025 ― 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

Feb 12, 2025 ― 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

Feb 12, 2025 ― 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

Feb 11, 2025 ― 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

Feb 11, 2025 ― 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

Feb 6, 2025 ― 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

Feb 5, 2025 ― 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

Feb 2, 2025 ― 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

Feb 2, 2025 ― 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

Feb 2, 2025 ― 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

Feb 1, 2025 ― 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

Jan 30, 2025 ― 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

Jan 28, 2025 ― 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

Jan 27, 2025 ― 8 min read

Latest Articles for Diffusion Models