FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models

23 October 2023

Papers citing "FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models"

43 / 43 papers shown

Title
DIVE: Inverting Conditional Diffusion Models for Discriminative Tasks Yinqi Li Hong Chang Ruibing Hou Shiguang Shan Xilin Chen DiffM 50 0 0 24 Apr 2025
Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation Minho Park S. Park Jungsoo Lee Hyojin Park Kyuwoong Hwang Fatih Porikli Jaegul Choo Sungha Choi 29 0 0 28 Mar 2025
A Unified Image-Dense Annotation Generation Model for Underwater Scenes Hongkai Lin Dingkang Liang Zhenghao Qi X. Bai DiffM 36 0 0 27 Mar 2025
Taste More, Taste Better: Diverse Data and Strong Model Boost Semi-Supervised Crowd Counting Maochen Yang Zekun Li Jian Zhang Lei Qi Yinghuan Shi 36 0 0 23 Mar 2025
M2N2V2: Multi-Modal Unsupervised and Training-free Interactive Segmentation Markus Karmann Peng-Tao Jiang Bo Li O. Urfalioglu 42 0 0 20 Mar 2025
PoseSyn: Synthesizing Diverse 3D Pose Data from In-the-Wild 2D Data ChangHee Yang H. Song Seokhun Choi Seungwoo Lee Jaechul Kim Hoseok Do 43 0 0 17 Mar 2025
Concept-as-Tree: Synthetic Data is All You Need for VLM Personalization Ruichuan An Kai Zeng Ming Lu Sihan Yang Renrui Zhang Huitong Ji Qizhe Zhang Y. Luo Hao Liang Wentao Zhang 61 0 0 17 Mar 2025
PathoPainter: Augmenting Histopathology Segmentation via Tumor-aware Inpainting Hong Liu Haosen Yang Evi M. C. Huijben Mark Schuiveling Ruisheng Su J. Pluim M. Veta MedIm 48 0 0 06 Mar 2025
DreamMask: Boosting Open-vocabulary Panoptic Segmentation with Synthetic Data Yuanpeng Tu Xi Chen Ser-Nam Lim Hengshuang Zhao 33 0 0 03 Jan 2025
Effective and secure federated online learning to rank Shuyi Wang 31 0 0 26 Dec 2024
Paint Outside the Box: Synthesizing and Selecting Training Data for Visual Grounding Zilin Du Haoxin Li Jianfei Yu Boyang Li 99 0 0 01 Dec 2024
SynDiff-AD: Improving Semantic Segmentation and End-to-End Autonomous Driving with Synthetic Data from Latent Diffusion Models Harsh Goel Sai Shankar Narasimhan Oguzhan Akcin Sandeep P. Chinchali DiffM 74 2 0 25 Nov 2024
Image Understanding Makes for A Good Tokenizer for Image Generation Luting Wang Yang Zhao Zijian Zhang Jiashi Feng Si Liu Bingyi Kang VLM 21 4 0 07 Nov 2024
Large-Scale 3D Medical Image Pre-training with Geometric Context Priors Linshan Wu Jiaxin Zhuang Hao Chen 37 5 0 13 Oct 2024
Boosting Few-Shot Detection with Large Language Models and Layout-to-Image Synthesis Ahmed Abdullah Nikolas Ebert Oliver Wasenmüller ObjD 25 1 0 09 Oct 2024
Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation Muzhi Zhu Yang Liu Zekai Luo Chenchen Jing Hao Chen Guangkai Xu Xinlong Wang Chunhua Shen DiffM VLM 36 3 0 03 Oct 2024
Ctrl-GenAug: Controllable Generative Augmentation for Medical Sequence Classification Xinrui Zhou Yuhao Huang Haoran Dou Shijing Chen Ao Chang ... Jie Jessie Ren Ruobing Huang Jun Cheng Wufeng Xue Dong Ni MedIm 69 0 0 25 Sep 2024
Single Image, Any Face: Generalisable 3D Face Generation Wenqing Wang Haosen Yang Josef Kittler Xiatian Zhu 3DH 71 0 0 25 Sep 2024
A Simple Background Augmentation Method for Object Detection with Diffusion Model Yuhang Li Jun Gao Chen Chen Yue Zhang Jielei Zhang DiffM 18 4 0 01 Aug 2024
FairDiff: Fair Segmentation with Point-Image Diffusion Wenyi Li Haoran Xu Guiyu Zhang Huan-ang Gao Mingju Gao Mengyu Wang Hao Zhao MedIm 40 10 0 08 Jul 2024
Generative Active Learning for Long-tailed Instance Segmentation Muzhi Zhu Chengxiang Fan Hao Chen Y. Liu Weian Mao Xiaogang Xu Chunhua Shen 35 5 0 04 Jun 2024
FreeTumor: Advance Tumor Segmentation via Large-Scale Tumor Synthesis Linshan Wu Jiaxin Zhuang Xuefeng Ni Hao Chen MedIm 21 11 0 03 Jun 2024
ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models Jingyuan Zhu Shiyu Li Yuxuan Liu Ping-Chia Huang Jiulong Shan Huimin Ma Jian Yuan 24 3 0 24 May 2024
Robust Disaster Assessment from Aerial Imagery Using Text-to-Image Synthetic Data Tarun Kalluri Jihyeon Janel Lee Kihyuk Sohn Sahil Singla Manmohan Chandraker Joseph Z. Xu Jeremiah Liu 31 1 0 22 May 2024
DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative Data Chengxiang Fan Muzhi Zhu Hao Chen Yang Liu Weijia Wu Huaqi Zhang Chunhua Shen DiffM 49 11 0 16 May 2024
Generative Enhancement for 3D Medical Images Lingting Zhu Noel Codella Dongdong Chen Zhenchao Jin Lu Yuan Lequan Yu DiffM MedIm 32 10 0 19 Mar 2024
SCP-Diff: Spatial-Categorical Joint Prior for Diffusion Based Semantic Image Synthesis Huan-ang Gao Mingju Gao Jiaju Li Wenyi Li Rong Zhi Hao Tang Hao Zhao DiffM 48 4 0 14 Mar 2024
DiffuMatting: Synthesizing Arbitrary Objects with Matting-level Annotation Xiaobin Hu Xu Peng Donghao Luo Xiaozhong Ji Jinlong Peng Zhengkai Jiang Jiangning Zhang Taisong Jin Chengjie Wang Rongrong Ji DiffM 21 4 0 10 Mar 2024
PLACE: Adaptive Layout-Semantic Fusion for Semantic Image Synthesis Zheng Lv Yuxiang Wei Wangmeng Zuo Kwan-Yee K. Wong 39 14 0 04 Mar 2024
On Good Practices for Task-Specific Distillation of Large Pretrained Visual Models Juliette Marrie Michael Arbel Julien Mairal Diane Larlus VLM MQ 32 1 0 17 Feb 2024
DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control Yuru Jia Lukas Hoyer Shengyu Huang Tianfu Wang Luc Van Gool Konrad Schindler Anton Obukhov DiffM 30 17 0 05 Dec 2023
ScribbleGen: Generative Data Augmentation Improves Scribble-supervised Semantic Segmentation Jacob Schnell Jieke Wang Lu Qi Vincent Tao Hu Meng Tang DiffM 18 3 0 28 Nov 2023
Open-Vocabulary Camouflaged Object Segmentation Youwei Pang Xiaoqi Zhao Jiaming Zuo Lihe Zhang Huchuan Lu VLM ObjD 23 6 0 19 Nov 2023
SegGen: Supercharging Segmentation Models with Text2Mask and Mask2Img Synthesis Hanrong Ye Jason Kuen Qing Liu Zhe-nan Lin Brian L. Price Dan Xu VLM 18 10 0 06 Nov 2023
Exploring Limits of Diffusion-Synthetic Training with Weakly Supervised Semantic Segmentation Ryota Yoshihashi Yuya Otsuka Kenji Doi Tomohiro Tanaka Hirokatsu Kataoka 24 1 0 04 Sep 2023
Visual Atoms: Pre-training Vision Transformers with Sinusoidal Waves Sora Takashima Ryo Hayamizu Nakamasa Inoue Hirokatsu Kataoka Rio Yokota 60 18 0 02 Mar 2023
Semantic Image Synthesis via Diffusion Models Weilun Wang Weilun Wang Wen-gang Zhou Dongdong Chen Dong Chen Lu Yuan Houqiang Li DiffM 211 175 0 30 Jun 2022
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets Axel Sauer Katja Schwarz Andreas Geiger 182 485 0 01 Feb 2022
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey G. Csurka Riccardo Volpi Boris Chidlovskii OOD VLM 3DV 58 39 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 258 7,337 0 11 Nov 2021
You Only Need Adversarial Supervision for Semantic Image Synthesis V. Sushko Edgar Schönfeld Dan Zhang Juergen Gall Bernt Schiele Anna Khoreva GAN 188 183 0 08 Dec 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 238 3,359 0 09 Mar 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018