Decoder Denoising Pretraining for Semantic Segmentation

23 May 2022

Papers citing "Decoder Denoising Pretraining for Semantic Segmentation"

25 / 25 papers shown

Title
Spatial-Spectral Diffusion Contrastive Representation Network for Hyperspectral Image Classification Yimin Zhu Linlin Xu DiffM 57 2 0 27 Feb 2025
Unified 3D MRI Representations via Sequence-Invariant Contrastive Learning Liam Chalcroft Jenny Crinion Cathy J. Price John Ashburner 146 0 0 21 Jan 2025
Joint-Embedding Predictive Architecture for Self-Supervised Learning of Mask Classification Architecture Donghee Kim Sungduk Cho Hyeonwoo Cho Chanmin Park Jinyoung Kim Won Hwa Kim 50 0 0 15 Jul 2024
A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting Wouter Van Gansbeke Bert De Brabandere DiffM 46 11 0 18 Jan 2024
Time Series Diffusion Method: A Denoising Diffusion Probabilistic Model for Vibration Signal Generation H. Yi Lei Hou Yuhong Jin N. A. Saeed Ali Kandil Hao Duan DiffM 31 21 0 13 Dec 2023
DDMT: Denoising Diffusion Mask Transformer Models for Multivariate Time Series Anomaly Detection Chaocheng Yang Tingyin Wang Xuanhui Yan DiffM 26 7 0 13 Oct 2023
Ref-Diff: Zero-shot Referring Image Segmentation with Generative Models Minheng Ni Yabo Zhang Kailai Feng Xiaoming Li Yiwen Guo W. Zuo DiffM 20 24 0 31 Aug 2023
C-DARL: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation Boah Kim Y. Oh Bradford J. Wood Ronald M. Summers Jong Chul Ye DiffM MedIm 48 7 0 31 Jul 2023
Contrastive Conditional Latent Diffusion for Audio-visual Segmentation Yuxin Mao Jing Zhang Mochu Xiang Yun-Qiu Lv Yiran Zhong Yuchao Dai DiffM 43 28 0 31 Jul 2023
Pre-Training with Diffusion models for Dental Radiography segmentation Jérémy Rousseau C. Alaka E. Covili H. Mayard L. Misrachi Willy Au DiffM MedIm AI4CE 41 4 0 26 Jul 2023
A Deep Learning-based Compression and Classification Technique for Whole Slide Histopathology Images Agnes Barsi S. Nayak S. Parida R. Shukla MedIm 15 10 0 11 May 2023
Unsupervised Discovery of 3D Hierarchical Structure with Generative Diffusion Features Nurislam Tursynbek Marc Niethammer MedIm DiffM 23 5 0 28 Apr 2023
RangeAugment: Efficient Online Augmentation with Range Learning Sachin Mehta Saeid Naderiparizi Fartash Faghri Maxwell Horton Lailin Chen Ali Farhadi Oncel Tuzel Mohammad Rastegari 26 6 0 20 Dec 2022
DAG: Depth-Aware Guidance with Denoising Diffusion Probabilistic Models Gyeongnyeon Kim Wooseok Jang Gyuseong Lee Susung Hong Junyoung Seo Seung Wook Kim VLM DiffM 37 11 0 17 Dec 2022
Few-shot Image Generation with Diffusion Models Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 37 20 0 07 Nov 2022
A simple, efficient and scalable contrastive masked autoencoder for learning visual representations Shlok Kumar Mishra Joshua Robinson Huiwen Chang David Jacobs Aaron Sarna Aaron Maschinot Dilip Krishnan DiffM 43 30 0 30 Oct 2022
A Generalist Framework for Panoptic Segmentation of Images and Videos Ting-Li Chen Lala Li Saurabh Saxena Geoffrey E. Hinton David J. Fleet VGen MLLM 43 102 0 12 Oct 2022
Diffusion Models: A Comprehensive Survey of Methods and Applications Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Bin Cui Ming-Hsuan Yang DiffM MedIm 224 1,304 0 02 Sep 2022
Label-Efficient Semantic Segmentation with Diffusion Models Dmitry Baranchuk Ivan Rubachev A. Voynov Valentin Khrulkov Artem Babenko DiffM VLM 195 516 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 305 7,443 0 11 Nov 2021
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 342 1,591 0 10 Nov 2021
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Huayu Chen A. Srinivas Rui Qian Nayeon Lee E. D. Cubuk Quoc V. Le Barret Zoph ISeg 252 969 0 13 Dec 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,371 0 09 Mar 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 282 10,354 0 12 Dec 2018
Semantic Understanding of Scenes through the ADE20K Dataset Bolei Zhou Hang Zhao Xavier Puig Tete Xiao Sanja Fidler Adela Barriuso Antonio Torralba SSeg 253 1,828 0 18 Aug 2016