Masked Diffusion as Self-supervised Representation Learner

Masked Diffusion as Self-supervised Representation Learner

10 August 2023

Papers citing "Masked Diffusion as Self-supervised Representation Learner"

15 / 15 papers shown

Title
DDAE++: Enhancing Diffusion Models Towards Unified Generative and Discriminative Learning Weilai Xiang Hongyu Yang Di Huang Yunhong Wang 24 0 0 16 May 2025
Automated Learning of Semantic Embedding Representations for Diffusion Models Limai Jiang Yunpeng Cai DiffM 31 0 0 09 May 2025
SketchFusion: Learning Universal Sketch Features through Fusing Foundation Models Subhadeep Koley Tapas Kumar Dutta Aneeshan Sain Pinaki Nath Chowdhury A. Bhunia Yi-Zhe Song VLM 66 0 0 18 Mar 2025
Rethinking Medical Anomaly Detection in Brain MRI: An Image Quality Assessment Perspective Zixuan Pan Jun Xia Zheyu Yan Guoyue Xu Yawen Wu Zhenge Jia Jianxu Chen Yiyu Shi 37 0 0 15 Aug 2024
Diffusion Feedback Helps CLIP See Better Wenxuan Wang Quan-Sen Sun Fan Zhang Yepeng Tang Jing Liu Xinlong Wang VLM 46 14 0 29 Jul 2024
Diffusion Models and Representation Learning: A Survey Michael Fuest Pingchuan Ma Ming Gui Johannes S. Fischer Vincent Tao Hu Bjorn Ommer DiffM 36 20 0 30 Jun 2024
SubGDiff: A Subgraph Diffusion Model to Improve Molecular Representation Learning Jiying Zhang Zijing Liu Yu Wang Yu Li DiffM 50 1 0 09 May 2024
Segment Any Cell: A SAM-based Auto-prompting Fine-tuning Framework for Nuclei Segmentation Saiyang Na Yuzhi Guo Feng Jiang Hehuan Ma Junzhou Huang VLM MedIm 26 14 0 24 Jan 2024
Soft Diffusion: Score Matching for General Corruptions Giannis Daras M. Delbracio Hossein Talebi A. Dimakis P. Milanfar DiffM 64 106 0 12 Sep 2022
Label-Efficient Semantic Segmentation with Diffusion Models Dmitry Baranchuk Ivan Rubachev A. Voynov Valentin Khrulkov Artem Babenko DiffM VLM 195 517 0 06 Dec 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 308 7,457 0 11 Nov 2021
UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer Haonan Wang Peng Cao Jiaqi Wang Osmar R. Zaiane MedIm ViT 129 708 0 09 Sep 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 255 4,796 0 24 Feb 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 273 3,375 0 09 Mar 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 303 10,368 0 12 Dec 2018