Learning Object-Language Alignments for Open-Vocabulary Object Detection

27 November 2022

Jianfei Cai

Papers citing "Learning Object-Language Alignments for Open-Vocabulary Object Detection"

23 / 73 papers shown

Title
CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction Size Wu Wenwei Zhang Lumin Xu Sheng Jin Xiangtai Li Wentao Liu Chen Change Loy CLIP VLM 24 69 0 02 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
Object2Scene: Putting Objects in Context for Open-Vocabulary 3D Detection Chenming Zhu Wenwei Zhang Tai Wang Xihui Liu Kai-xiang Chen 3DPC 41 18 0 18 Sep 2023
EdaDet: Open-Vocabulary Object Detection Using Early Dense Alignment Cheng Shi Sibei Yang VLM ObjD 38 38 0 03 Sep 2023
Exploring Multi-Modal Contextual Knowledge for Open-Vocabulary Object Detection Yifan Xu Mengdan Zhang Xiaoshan Yang Changsheng Xu ObjD 32 5 0 30 Aug 2023
ViLLA: Fine-Grained Vision-Language Representation Learning from Real-World Data M. Varma Jean-Benoit Delbrouck Sarah Hooper Akshay S. Chaudhari C. Langlotz VLM CoGe 40 5 0 22 Aug 2023
Taming Self-Training for Open-Vocabulary Object Detection Shiyu Zhao S. Schulter Long Zhao Zhixing Zhang Vijay Kumar B.G Yumin Suh Manmohan Chandraker Dimitris N. Metaxas VLM ObjD 37 12 0 11 Aug 2023
Exploring Transformers for Open-world Instance Segmentation Jiannan Wu Yi-Xin Jiang B. Yan Huchuan Lu Zehuan Yuan Ping Luo ViT 30 5 0 08 Aug 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
Unified Open-Vocabulary Dense Visual Prediction Hengcan Shi Munawar Hayat Jianfei Cai ObjD VLM 43 19 0 17 Jul 2023
Open-Vocabulary Object Detection via Scene Graph Discovery Hengcan Shi Munawar Hayat Jianfei Cai ObjD 16 12 0 07 Jul 2023
Zero-shot Nuclei Detection via Visual-Language Pre-trained Models Yongjian Wu Yangqiaoyu Zhou Jiya Saiyin Bingzheng Wei Maode Lai Jianzhong Shou Yubo Fan Yan Xu VLM 18 13 0 30 Jun 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
Going Denser with Open-Vocabulary Part Segmentation Pei Sun Shoufa Chen Chenchen Zhu Fanyi Xiao Ping Luo Saining Xie Zhicheng Yan ObjD VLM 27 45 0 18 May 2023
OmniLabel: A Challenging Benchmark for Language-Based Object Detection S. Schulter G. VijayKumarB. Yumin Suh Konstantinos M. Dafnis Zhixing Zhang Shiyu Zhao Dimitris N. Metaxas ObjD 32 12 0 22 Apr 2023
Vision-Language Models for Vision Tasks: A Survey Jingyi Zhang Jiaxing Huang Sheng Jin Shijian Lu VLM 41 483 0 03 Apr 2023
Zero-shot Referring Image Segmentation with Global-Local Context Features S. Yu Paul Hongsuck Seo Jeany Son 6 49 0 31 Mar 2023
Open-Vocabulary Object Detection using Pseudo Caption Labels Han-Cheol Cho Won Young Jhoo Woohyun Kang Byungseok Roh VLM ObjD 29 20 0 23 Mar 2023
Aligning Bag of Regions for Open-Vocabulary Object Detection Size Wu Wenwei Zhang Sheng Jin Wentao Liu Chen Change Loy VLM ObjD 44 108 0 27 Feb 2023
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
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts Soravit Changpinyo P. Sharma Nan Ding Radu Soricut VLM 293 1,084 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 310 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