DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection

21 June 2024

Xin Yu

Zi Huang

Yadan Luo

VLM

ObjD

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Papers citing "DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection"

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Title
Distilling Vision-Language Foundation Models: A Data-Free Approach via Prompt Diversification Yunyi Xuan Weijie Chen Shicai Yang Di Xie Luojun Lin Yueting Zhuang VLM 69 4 0 21 Jul 2024
T-Rex2: Towards Generic Object Detection via Text-Visual Prompt Synergy Qing Jiang Feng Li Zhaoyang Zeng Tianhe Ren Shilong Liu Lei Zhang VLM 71 40 0 21 Mar 2024
HASSOD: Hierarchical Adaptive Self-Supervised Object Detection Shengcao Cao Dhiraj Joshi Liangyan Gui Yu Wang 57 11 0 05 Feb 2024
PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization Junhyeong Cho Gilhyun Nam Sungyeon Kim Hunmin Yang Suha Kwak VLM OOD TTA 65 49 0 27 Jul 2023
POUF: Prompt-oriented unsupervised fine-tuning for large pre-trained models Korawat Tanwisuth Shujian Zhang Huangjie Zheng Pengcheng He Mingyuan Zhou VLM VPVLM 141 27 0 29 Apr 2023
DINOv2: Learning Robust Visual Features without Supervision Maxime Oquab Timothée Darcet Théo Moutakanni Huy Q. Vo Marc Szafraniec ... Hervé Jégou Julien Mairal Patrick Labatut Armand Joulin Piotr Bojanowski VLM CLIP SSL 254 3,205 0 14 Apr 2023
MOST: Multiple Object localization with Self-supervised Transformers for object discovery Sai Saketh Rambhatla Ishan Misra Rama Chellappa Abhinav Shrivastava 97 10 0 11 Apr 2023
Segment Anything A. Kirillov Eric Mintun Nikhila Ravi Hanzi Mao Chloe Rolland ... Spencer Whitehead Alexander C. Berg Wan-Yen Lo Piotr Dollár Ross B. Girshick MLLM VLM 266 7,047 0 05 Apr 2023
Vision-Language Models for Vision Tasks: A Survey Jingyi Zhang Jiaxing Huang Sheng Jin Shijian Lu VLM 113 516 0 03 Apr 2023
Unknown Sniffer for Object Detection: Don't Turn a Blind Eye to Unknown Objects Wenteng Liang Feng Xue Yihao Liu Guofeng Zhong Anlong Ming 156 21 0 24 Mar 2023
Detecting Everything in the Open World: Towards Universal Object Detection Zhenyu Wang Yali Li Xi Chen Ser-Nam Lim Antonio Torralba Hengshuang Zhao Shengjin Wang ObjD VLM 51 77 0 21 Mar 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 658 13,788 0 15 Mar 2023
Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection Luting Wang Yi Liu Penghui Du Zihan Ding Yue Liao Qiaosong Qi Biaolong Chen Si Liu ObjD VLM 97 62 0 10 Mar 2023
Aligning Bag of Regions for Open-Vocabulary Object Detection Size Wu Wenwei Zhang Sheng Jin Wentao Liu Chen Change Loy VLM ObjD 54 111 0 27 Feb 2023
Cut and Learn for Unsupervised Object Detection and Instance Segmentation Xudong Wang Rohit Girdhar Stella X. Yu Ishan Misra VLM 87 166 0 26 Jan 2023
PROB: Probabilistic Objectness for Open World Object Detection O. Zohar Kuan-Chieh Wang Serena Yeung 56 58 0 02 Dec 2022
Learning Object-Language Alignments for Open-Vocabulary Object Detection Chuang Lin Pei Sun Yi Jiang Ping Luo Zhuang Li Gholamreza Haffari Zehuan Yuan Jianfei Cai VLM ObjD 50 97 0 27 Nov 2022
MaPLe: Multi-modal Prompt Learning Muhammad Uzair Khattak H. Rasheed Muhammad Maaz Salman Khan Fahad Shahbaz Khan VPVLM VLM 243 544 0 06 Oct 2022
SAFE: Sensitivity-Aware Features for Out-of-Distribution Object Detection Samuel Wilson Tobias Fischer Feras Dayoub Dimity Miller Niko Sünderhauf OODD 47 29 0 29 Aug 2022
UC-OWOD: Unknown-Classified Open World Object Detection Zhi-zong Wu Yue Lu Xingyu Chen Zhengxing Wu Liwen Kang Junzhi Yu 56 55 0 23 Jul 2022
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization Luke Melas-Kyriazi Christian Rupprecht Iro Laina Andrea Vedaldi 70 160 0 16 May 2022
Unsupervised Prompt Learning for Vision-Language Models Hao Huang Jack Chu Fangyun Wei VPVLM MLLM VLM 64 132 0 07 Apr 2022
Open-Vocabulary One-Stage Detection with Hierarchical Visual-Language Knowledge Distillation Zongyang Ma Guan Luo Jin Gao Liang Li Yuxin Chen Shaoru Wang Congxuan Zhang Weiming Hu VLM ObjD 103 82 0 20 Mar 2022
Conditional Prompt Learning for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VLM CLIP VPVLM 90 1,323 0 10 Mar 2022
FreeSOLO: Learning to Segment Objects without Annotations Xinlong Wang Zhiding Yu Shalini De Mello Jan Kautz Anima Anandkumar Chunhua Shen J. Álvarez ISeg SSeg 67 112 0 24 Feb 2022
Revisiting Open World Object Detection Xiaowei Zhao Xianglong Liu Yifan Shen Yixuan Qiao Yuqing Ma Duorui Wang 83 49 0 03 Jan 2022
Grounded Language-Image Pre-training Liunian Harold Li Pengchuan Zhang Haotian Zhang Jianwei Yang Chunyuan Li ... Lu Yuan Lei Zhang Lei Li Kai-Wei Chang Jianfeng Gao ObjD VLM 67 1,047 0 07 Dec 2021
Class-agnostic Object Detection with Multi-modal Transformer Muhammad Maaz H. Rasheed Salman Khan Fahad Shahbaz Khan Rao Muhammad Anwer Ming-Hsuan Yang 85 95 0 22 Nov 2021
FILIP: Fine-grained Interactive Language-Image Pre-Training Lewei Yao Runhu Huang Lu Hou Guansong Lu Minzhe Niu Hang Xu Xiaodan Liang Zhenguo Li Xin Jiang Chunjing Xu VLM CLIP 75 627 0 09 Nov 2021
Localizing Objects with Self-Supervised Transformers and no Labels Oriane Siméoni Gilles Puy Huy V. Vo Simon Roburin Spyros Gidaris Andrei Bursuc P. Pérez Renaud Marlet Jean Ponce ViT 209 198 0 29 Sep 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 443 2,340 0 02 Sep 2021
DETReg: Unsupervised Pretraining with Region Priors for Object Detection Amir Bar Xin Wang Vadim Kantorov Colorado Reed Roei Herzig Gal Chechik Anna Rohrbach Trevor Darrell Amir Globerson ViT 60 117 0 08 Jun 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 587 5,920 0 29 Apr 2021
Towards Open World Object Detection K. J. Joseph Salman Khan Fahad Shahbaz Khan V. Balasubramanian ObjD 58 453 0 03 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 686 28,659 0 26 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 394 3,778 0 11 Feb 2021
Class-agnostic Object Detection Ayush Jaiswal Yue Wu P. Natarajan Premkumar Natarajan ObjD 120 31 0 28 Nov 2020
Open-Vocabulary Object Detection Using Captions Alireza Zareian Kevin Dela Rosa Derek Hao Hu Shih-Fu Chang VLM ObjD 114 426 0 20 Nov 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 408 40,217 0 22 Oct 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 182 4,051 0 17 Jun 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 423 3,397 0 09 Mar 2020
LVIS: A Dataset for Large Vocabulary Instance Segmentation Agrim Gupta Piotr Dollár Ross B. Girshick ISeg VLM 90 1,352 0 08 Aug 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.0K 93,936 0 11 Oct 2018
Learning to Segment Object Candidates Pedro H. O. Pinheiro R. Collobert Piotr Dollar SSeg 75 801 0 20 Jun 2015
Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation Jordi Pont-Tuset Pablo Arbeláez Jonathan T. Barron F. Marqués Jitendra Malik 64 568 0 03 Mar 2015
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 283 43,290 0 01 May 2014