Deep Generative Models Unveil Patterns in Medical Images Through
Vision-Language Conditioning

Deep Generative Models Unveil Patterns in Medical Images Through Vision-Language Conditioning

17 October 2024

Guang Yang

Papers citing "Deep Generative Models Unveil Patterns in Medical Images Through Vision-Language Conditioning"

10 / 10 papers shown

Title
Hunting imaging biomarkers in pulmonary fibrosis: Benchmarks of the AIIB23 challenge Yang Nan Xiaodan Xing Shiyi Wang Zeyu Tang F. Felder ... Abdul Qayyum Moona Mazher Athol Wells Simon Walsh Guang Yang AI4CE 53 13 0 21 Dec 2023
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 213 7,831 0 11 May 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 900 29,372 0 26 Feb 2021
DF-GAN: A Simple and Effective Baseline for Text-to-Image Synthesis Ming Tao Hao Tang Leilei Gan Xiaoyuan Jing Bingkun Bao Changsheng Xu 91 213 0 13 Aug 2020
MADGAN: unsupervised Medical Anomaly Detection GAN using multiple adjacent brain MRI slice reconstruction Changhee Han L. Rundo K. Murao T. Noguchi Yuki Shimahara Z. '. Milacski S. Koshino Evis Sala Hideki Nakayama Shinichi Satoh MedIm 118 165 0 24 Jul 2020
Publicly Available Clinical BERT Embeddings Emily Alsentzer John R. Murphy Willie Boag W. Weng Di Jin Tristan Naumann Matthew B. A. McDermott AI4MH 145 1,971 0 06 Apr 2019
Demystifying MMD GANs Mikolaj Binkowski Danica J. Sutherland Michael Arbel Arthur Gretton EGVM 136 1,491 0 04 Jan 2018
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs Ting-Chun Wang Ming-Yuan Liu Jun-Yan Zhu Andrew Tao Jan Kautz Bryan Catanzaro SSeg 170 3,938 0 30 Nov 2017
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 478 9,048 0 10 Jun 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,133 0 18 May 2015