MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation

22 September 2023

Jiahao Xie

Wei Li

Xiangtai Li

Ziwei Liu

Papers citing "MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation"

34 / 34 papers shown

Title
DIVE: Inverting Conditional Diffusion Models for Discriminative Tasks Yinqi Li Hong Chang Ruibing Hou Shiguang Shan Xilin Chen DiffM 57 0 0 24 Apr 2025
Scene-Aware Location Modeling for Data Augmentation in Automotive Object Detection Jens Petersen Davide Abati A. Habibian Auke Wiggers ViT 3DPC 53 0 0 23 Apr 2025
DreamMask: Boosting Open-vocabulary Panoptic Segmentation with Synthetic Data Yuanpeng Tu Xi Chen Ser-Nam Lim Hengshuang Zhao 38 0 0 03 Jan 2025
Paint Outside the Box: Synthesizing and Selecting Training Data for Visual Grounding Zilin Du Haoxin Li Jianfei Yu Boyang Li 155 0 0 01 Dec 2024
Image Segmentation in Foundation Model Era: A Survey Tianfei Zhou Fei Zhang Boyu Chang Wenguan Wang Ye Yuan E. Konukoglu Daniel Cremers VLM 42 4 0 23 Aug 2024
WAS: Dataset and Methods for Artistic Text Segmentation Xudong Xie Yuzhe Li Yang Liu Zhifei Zhang Zhaowen Wang Wei Xiong Xiang Bai DiffM 52 2 0 31 Jul 2024
Weak-to-Strong Compositional Learning from Generative Models for Language-based Object Detection Kwanyong Park Kuniaki Saito Donghyun Kim VLM CoGe 53 0 0 21 Jul 2024
Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language Yicheng Chen Xiangtai Li Yining Li Yanhong Zeng Jianzong Wu Xiangyu Zhao Kai Chen VLM DiffM 56 3 0 28 Jun 2024
MotionBooth: Motion-Aware Customized Text-to-Video Generation Jianzong Wu Xiangtai Li Yanhong Zeng J. J. Zhang Qianyu Zhou Yining Li Yunhai Tong Kai Chen DiffM VGen 78 40 0 25 Jun 2024
Generative Active Learning for Long-tailed Instance Segmentation Muzhi Zhu Chengxiang Fan Hao Chen Y. Liu Weian Mao Xiaogang Xu Chunhua Shen 50 5 0 04 Jun 2024
SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow Chaoyang Wang Xiangtai Li Lu Qi Henghui Ding Yunhai Tong Ming-Hsuan Yang DiffM 81 6 0 30 May 2024
RTGen: Generating Region-Text Pairs for Open-Vocabulary Object Detection Fangyi Chen Han Zhang Zhantao Yang Hao Chen Kai Hu Marios Savvides ObjD VLM 41 5 0 30 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 62 11 0 16 May 2024
DODA: Adapting Object Detectors to Dynamic Agricultural Environments in Real-Time with Diffusion Shuai Xiang Pieter M. Blok James Burridge Haozhou Wang Wei Guo 37 0 0 27 Mar 2024
GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised Learning Xiaojie Li Yibo Yang Hefei Ling Jianlong Wu Yue Yu Guohao Li Min Zhang SSL 34 6 0 18 Mar 2024
Explore In-Context Segmentation via Latent Diffusion Models Chaoyang Wang Xiangtai Li Henghui Ding Lu Qi Jiangning Zhang Yunhai Tong Chen Change Loy Shuicheng Yan DiffM 63 6 0 14 Mar 2024
Open-Vocabulary SAM: Segment and Recognize Twenty-thousand Classes Interactively Haobo Yuan Xiangtai Li Chong Zhou Yining Li Kai Chen Chen Change Loy VLM 29 51 0 05 Jan 2024
ScribbleGen: Generative Data Augmentation Improves Scribble-supervised Semantic Segmentation Jacob Schnell Jieke Wang Lu Qi Vincent Tao Hu Meng Tang DiffM 23 3 0 28 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
OV-VG: A Benchmark for Open-Vocabulary Visual Grounding Chunlei Wang Wenquan Feng Xiangtai Li Guangliang Cheng Shuchang Lyu Binghao Liu Lijiang Chen Qi Zhao ObjD VLM 26 9 0 22 Oct 2023
AI-Generated Images as Data Source: The Dawn of Synthetic Era Zuhao Yang Fangneng Zhan Kunhao Liu Muyu Xu Shijian Lu EGVM 31 18 0 03 Oct 2023
DST-Det: Simple Dynamic Self-Training for Open-Vocabulary Object Detection Shilin Xu Xiangtai Li Size Wu Wenwei Zhang Yunhai Tong Chen Change Loy ObjD VLM 31 0 0 02 Oct 2023
A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future Chaoyang Zhu Long Chen ObjD VLM 31 32 0 18 Jul 2023
Towards Open Vocabulary Learning: A Survey Jianzong Wu Xiangtai Li Shilin Xu Haobo Yuan Henghui Ding ... Jiangning Zhang Yu Tong Xudong Jiang Guohao Li Dacheng Tao ObjD VLM 34 136 0 28 Jun 2023
Transformer-Based Visual Segmentation: A Survey Xiangtai Li Henghui Ding Haobo Yuan Wenwei Zhang Jiangmiao Pang Guangliang Cheng Kai-xiang Chen Ziwei Liu Chen Change Loy ViT MedIm 42 132 0 19 Apr 2023
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
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation Xiuye Gu Nayeon Lee Weicheng Kuo Huayu Chen VLM ObjD 225 899 0 28 Apr 2021
MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection Cheng Zhang Tai-Yu Pan Yandong Li Hexiang Hu D. Xuan Soravit Changpinyo Boqing Gong Wei-Lun Chao ObjD VLM 74 39 0 17 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 322 3,708 0 11 Feb 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
Balanced Meta-Softmax for Long-Tailed Visual Recognition Jiawei Ren Cunjun Yu Shunan Sheng Xiao Ma Haiyu Zhao Shuai Yi Hongsheng Li 170 550 0 21 Jul 2020
Equalization Loss for Long-Tailed Object Recognition Jingru Tan Changbao Wang Buyu Li Quanquan Li Wanli Ouyang Changqing Yin Junjie Yan 269 457 0 11 Mar 2020
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 183 21,819 0 09 Dec 2016
The Fast Bilateral Solver Jonathan T. Barron Ben Poole 177 371 0 10 Nov 2015