Exploiting Unlabeled Data with Vision and Language Models for Object
Detection

Exploiting Unlabeled Data with Vision and Language Models for Object Detection

18 July 2022

Vijay Kumar B.G

Anastasis Stathopoulos

Manmohan Chandraker

Dimitris N. Metaxas

Papers citing "Exploiting Unlabeled Data with Vision and Language Models for Object Detection"

19 / 19 papers shown

Title
MQADet: A Plug-and-Play Paradigm for Enhancing Open-Vocabulary Object Detection via Multimodal Question Answering Caixiong Li Xiongwei Zhao Jinhang Zhang Xing Zhang Qihao Sun Zhou Wu ObjD MLLM VLM 56 0 0 23 Feb 2025
AttriPrompter: Auto-Prompting with Attribute Semantics for Zero-shot Nuclei Detection via Visual-Language Pre-trained Models Yongjian Wu Yang Zhou Jiya Saiyin Bingzheng Wei M. Lai Jianzhong Shou Yan Xu VLM MedIm 27 1 0 22 Oct 2024
InstaGen: Enhancing Object Detection by Training on Synthetic Dataset Chengjian Feng Yujie Zhong Zequn Jie Weidi Xie Lin Ma ObjD 38 13 0 08 Feb 2024
Domain Adaptation for Large-Vocabulary Object Detectors Kai Jiang Jiaxing Huang Weiying Xie Jie Lei Yunsong Li Ling Shao Shijian Lu ObjD VLM 40 2 0 13 Jan 2024
Alpha-CLIP: A CLIP Model Focusing on Wherever You Want Zeyi Sun Ye Fang Tong Wu Pan Zhang Yuhang Zang Shu Kong Yuanjun Xiong Dahua Lin Jiaqi Wang VLM CLIP 51 83 0 06 Dec 2023
Detect Everything with Few Examples Xinyu Zhang Yuting Wang Abdeslam Boularias ObjD VLM 32 13 0 22 Sep 2023
A Foundation Language-Image Model of the Retina (FLAIR): Encoding Expert Knowledge in Text Supervision Julio Silva-Rodríguez H. Chakor Riadh Kobbi Jose Dolz Ismail Ben Ayed VLM MedIm 72 33 0 15 Aug 2023
Mobile User Interface Element Detection Via Adaptively Prompt Tuning Zhangxuan Gu Zhuoer Xu Haoxing Chen Jun Lan Changhua Meng Weiqiang Wang 19 4 0 16 May 2023
V3Det: Vast Vocabulary Visual Detection Dataset Jiaqi Wang Pan Zhang Tao Chu Yuhang Cao Yujie Zhou Tong Wu Bin Wang Conghui He Dahua Lin VLM ObjD 29 52 0 07 Apr 2023
MaMMUT: A Simple Architecture for Joint Learning for MultiModal Tasks Weicheng Kuo A. Piergiovanni Dahun Kim Xiyang Luo Benjamin Caine ... Luowei Zhou Andrew M. Dai Zhifeng Chen Claire Cui A. Angelova MLLM VLM 29 23 0 29 Mar 2023
HOICLIP: Efficient Knowledge Transfer for HOI Detection with Vision-Language Models Sha Ning Longtian Qiu Yongfei Liu Xuming He VLM 33 42 0 28 Mar 2023
Learning Object-Language Alignments for Open-Vocabulary Object Detection Chuang Lin Pei Sun Yi-Xin Jiang Ping Luo Lizhen Qu Gholamreza Haffari Zehuan Yuan Jianfei Cai VLM ObjD 29 95 0 27 Nov 2022
Open-vocabulary Attribute Detection M. A. Bravo Sudhanshu Mittal Simon Ging Thomas Brox VLM ObjD 19 30 0 23 Nov 2022
F-VLM: Open-Vocabulary Object Detection upon Frozen Vision and Language Models Weicheng Kuo Huayu Chen Xiuye Gu A. Piergiovanni A. Angelova MLLM VLM ObjD 49 134 0 30 Sep 2022
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 180 196 0 29 Sep 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
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
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding Akira Fukui Dong Huk Park Daylen Yang Anna Rohrbach Trevor Darrell Marcus Rohrbach 167 1,464 0 06 Jun 2016