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Enhancing Novel Object Detection via Cooperative Foundational Models

17 January 2025

Papers citing "Enhancing Novel Object Detection via Cooperative Foundational Models"

28 / 28 papers shown

Title
DetCLIPv3: Towards Versatile Generative Open-vocabulary Object Detection Lewei Yao Renjie Pi Jianhua Han Xiaodan Liang Hang Xu Wei Zhang Zhenguo Li Dan Xu VLM ObjD 99 26 0 14 Apr 2024
Sigmoid Loss for Language Image Pre-Training Xiaohua Zhai Basil Mustafa Alexander Kolesnikov Lucas Beyer CLIP VLM 328 1,208 0 27 Mar 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 241 21 0 24 Mar 2023
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection Shilong Liu Zhaoyang Zeng Tianhe Ren Feng Li Hao Zhang ... Chun-yue Li Jianwei Yang Hang Su Jun Zhu Lei Zhang ObjD 270 2,037 0 09 Mar 2023
Aligning Bag of Regions for Open-Vocabulary Object Detection Size Wu Wenwei Zhang Sheng Jin Wentao Liu Chen Change Loy VLM ObjD 97 116 0 27 Feb 2023
PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery Shengxiang Zhang Salman Khan Zhiqiang Shen Muzammal Naseer Guangyi Chen Fahad Shahbaz Khan CLL VLM 73 64 0 11 Dec 2022
Learning to Discover and Detect Objects V. Fomenko Ismail Elezi Deva Ramanan Laura Leal-Taixé Aljosa Osep ObjD 95 11 0 19 Oct 2022
Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection H. Rasheed Muhammad Maaz Muhammad Uzair Khattak Salman Khan Fahad Shahbaz Khan ObjD VLM 164 155 0 07 Jul 2022
OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning Mamshad Nayeem Rizve Navid Kardan Salman Khan Fahad Shahbaz Khan M. Shah 126 51 0 05 Jul 2022
Open-Vocabulary DETR with Conditional Matching Yuhang Zang Wei Li Kaiyang Zhou Chen Huang Chen Change Loy ObjD VLM 157 207 0 22 Mar 2022
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection Hao Zhang Feng Li Shilong Liu Lei Zhang Hang Su Jun Zhu L. Ni H. Shum ViT 300 1,484 0 07 Mar 2022
Generalized Category Discovery S. Vaze Kai Han Andrea Vedaldi Andrew Zisserman 106 204 0 07 Jan 2022
Detecting Twenty-thousand Classes using Image-level Supervision Xingyi Zhou Rohit Girdhar Armand Joulin Phillip Krahenbuhl Ishan Misra CLIP VLM 131 621 0 07 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 189 1,073 0 07 Dec 2021
A Unified Objective for Novel Class Discovery Enrico Fini E. Sangineto Stéphane Lathuilière Zhun Zhong Moin Nabi Elisa Ricci 111 179 0 19 Aug 2021
Multi-Modal 3D Object Detection in Autonomous Driving: a Survey Yingjie Wang Qi Mao Hanqi Zhu Jiajun Deng Yu Zhang Jianmin Ji Houqiang Li Yanyong Zhang 3DPC 186 148 0 24 Jun 2021
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation Xiuye Gu Nayeon Lee Weicheng Kuo Huayu Chen VLM ObjD 350 922 0 28 Apr 2021
Unsupervised Discovery of the Long-Tail in Instance Segmentation Using Hierarchical Self-Supervision Zhenzhen Weng Mehmet Giray Ogut Shai Limonchik Serena Yeung 66 44 0 02 Apr 2021
Open-World Semi-Supervised Learning Kaidi Cao Maria Brbic J. Leskovec BDL 121 189 0 06 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 410 995 0 13 Dec 2020
Open-Vocabulary Object Detection Using Captions Alireza Zareian Kevin Dela Rosa Derek Hao Hu Shih-Fu Chang VLM ObjD 223 436 0 20 Nov 2020
LVIS: A Dataset for Large Vocabulary Instance Segmentation Agrim Gupta Piotr Dollár Ross B. Girshick ISeg VLM 148 1,380 0 08 Aug 2019
Object Detection in 20 Years: A Survey Zhengxia Zou Keyan Chen Zhenwei Shi Yuhong Guo Jieping Ye VLM ObjD AI4TS 169 2,418 0 13 May 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 2.1K 95,673 0 11 Oct 2018
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 492 27,377 0 20 Mar 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 702 22,296 0 09 Dec 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.8K 195,310 0 10 Dec 2015
DeepDriving: Learning Affordance for Direct Perception in Autonomous Driving Chenyi Chen Ari Seff A. Kornhauser Jianxiong Xiao 112 1,767 0 01 May 2015