Represent, Compare, and Learn: A Similarity-Aware Framework for Class-Agnostic Counting

16 March 2022

Zhiguo Cao

Papers citing "Represent, Compare, and Learn: A Similarity-Aware Framework for Class-Agnostic Counting"

50 / 59 papers shown

Title
Open-World Object Counting in Videos Niki Amini-Naieni Andrew Zisserman 20 0 0 18 Jun 2025
Improving Contrastive Learning for Referring Expression Counting Kostas Triaridis Panagiotis Kaliosis E-Ro Nguyen Aoxiang Fan Hieu M. Le Dimitris Samaras SSL 67 0 0 28 May 2025
Single Domain Generalization for Few-Shot Counting via Universal Representation Matching Xianing Chen Si Huo Borui Jiang Hailin Hu Xinghao Chen OOD 79 0 0 22 May 2025
Expanding Zero-Shot Object Counting with Rich Prompts Huilin Zhu Senyao Li Jingling Yuan Zhengwei Yang Yu Guo Wenxuan Liu Xian Zhong Shengfeng He VLM 102 0 0 21 May 2025
SDVPT: Semantic-Driven Visual Prompt Tuning for Open-World Object Counting Yiming Zhao Guorong Li Laiyun Qing Amin Beheshti Jian Yang Michael Sheng Yuankai Qi Qingming Huang VLM VPVLM 116 0 0 24 Apr 2025
Exploring Contextual Attribute Density in Referring Expression Counting Zhicheng Wang Zhiyu Pan Zhan Peng Jian Cheng Liwen Xiao Wei Jiang Zhiguo Cao 76 0 0 16 Mar 2025
T2ICount: Enhancing Cross-modal Understanding for Zero-Shot Counting Yifei Qian Zhongliang Guo Bowen Deng Chun Tong Lei Shuai Zhao Chun Pong Lau Xiaopeng Hong Michael P. Pound DiffM 190 1 0 28 Feb 2025
FocalCount: Towards Class-Count Imbalance in Class-Agnostic Counting Huilin Zhu Jingling Yuan Zhengwei Yang Yu Guo Xian Zhong Shengfeng He 82 0 0 15 Feb 2025
A Survey on Class-Agnostic Counting: Advancements from Reference-Based to Open-World Text-Guided Approaches Luca Ciampi Ali Azmoudeh Elif Ecem Akbaba Erdi Sarıtaş Ziya Ata Yazıcı H. K. Ekenel Giuseppe Amato Fabrizio Falchi 185 0 0 31 Jan 2025
Localization-Aware Multi-Scale Representation Learning for Repetitive Action Counting Sujia Wang Xiangwei Shen Yansong Tang Xin Luna Dong Wenjia Geng Lei Chen 68 0 0 13 Jan 2025
Edge Weight Prediction For Category-Agnostic Pose Estimation Or Hirschorn S. Avidan 150 0 0 25 Nov 2024
WARLearn: Weather-Adaptive Representation Learning Shubham Agarwal Raz Birman Ofer Hadar 123 1 0 21 Nov 2024
Text-guided Zero-Shot Object Localization Jingjing Wang Xinglin Piao Zongzhi Gao Bo Li Yong Zhang Baocai Yin 149 0 0 18 Nov 2024
A Novel Unified Architecture for Low-Shot Counting by Detection and Segmentation Jer Pelhan A. Lukežič Vitjan Zavrtanik Matej Kristan ObjD 124 5 0 27 Sep 2024
GCA-SUNet: A Gated Context-Aware Swin-UNet for Exemplar-Free Counting Yuzhe Wu Yipeng Xu Tianyu Xu Jialu Zhang Jianfeng Ren Xudong Jiang 140 0 0 18 Sep 2024
AllWeatherNet:Unified Image enhancement for autonomous driving under adverse weather and lowlight-conditions Chenghao Qian Mahdi Rezaei Saeed Anwar Wenjing Li Tanveer Hussain Mohsen Azarmi Wei Wang 64 1 0 03 Sep 2024
Mutually-Aware Feature Learning for Few-Shot Object Counting Yerim Jeon Subeen Lee Jihwan Kim Jae-Pil Heo 96 1 0 19 Aug 2024
OVR: A Dataset for Open Vocabulary Temporal Repetition Counting in Videos Debidatta Dwibedi Y. Aytar Jonathan Tompson Andrew Zisserman 52 4 0 24 Jul 2024
Zero-shot Object Counting with Good Exemplars Huilin Zhu Jingling Yuan Zhengwei Yang Yu Guo Zheng Wang Xian Zhong Shengfeng He VLM 89 10 0 06 Jul 2024
CountGD: Multi-Modal Open-World Counting Niki Amini-Naieni Tengda Han Andrew Zisserman ObjD 161 13 0 05 Jul 2024
CapeX: Category-Agnostic Pose Estimation from Textual Point Explanation M. Rusanovsky Or Hirschorn S. Avidan 76 3 0 01 Jun 2024
Learning Spatial Similarity Distribution for Few-shot Object Counting Yuanwu Xu Feifan Song Haofeng Zhang 115 7 0 20 May 2024
DAVE -- A Detect-and-Verify Paradigm for Low-Shot Counting Jer Pelhan A. Lukežič Vitjan Zavrtanik Matej Kristan 107 22 0 25 Apr 2024
CryoMAE: Few-Shot Cryo-EM Particle Picking with Masked Autoencoders Chentianye Xu Xueying Zhan Min Xu 40 4 0 15 Apr 2024
A Recipe for CAC: Mosaic-based Generalized Loss for Improved Class-Agnostic Counting Tsung-Han Chou Brian Wang Wei-Chen Chiu Jun-Cheng Chen 114 0 0 15 Apr 2024
Counting Objects in a Robotic Hand Francis Tsow Tianze Chen Yu Sun 117 1 0 09 Apr 2024
Every Shot Counts: Using Exemplars for Repetition Counting in Videos Saptarshi Sinha Alexandros Stergiou Dima Damen 67 5 0 26 Mar 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 114 43 0 21 Mar 2024
A Fixed-Point Approach to Unified Prompt-Based Counting Wei Lin Antoni B. Chan 64 5 0 15 Mar 2024
TFCounter:Polishing Gems for Training-Free Object Counting Pan Ting Jianfeng Lin Wenhao Yu Wenlong Zhang Xiaoying Chen Jinlu Zhang Binqiang Huang 69 0 0 12 Mar 2024
OmniCount: Multi-label Object Counting with Semantic-Geometric Priors Anindya Mondal Sauradip Nag Xiatian Zhu Anjan Dutta 115 3 0 08 Mar 2024
AFreeCA: Annotation-Free Counting for All Adrian dÁlessandro Ali Mahdavi-Amiri Ghassan Hamarneh DiffM 82 4 0 07 Mar 2024
A Simple-but-effective Baseline for Training-free Class-Agnostic Counting Yuhao Lin Hai-Ming Xu Lingqiao Liu Javen Qinfeng Shi 112 1 0 03 Mar 2024
Enhancing Zero-shot Counting via Language-guided Exemplar Learning Mingjie Wang Jun Zhou Yong Dai Eric Buys Minglun Gong 134 0 0 08 Feb 2024
Count What You Want: Exemplar Identification and Few-shot Counting of Human Actions in the Wild Yifeng Huang Duc Duy Nguyen Lam Nguyen Cuong Pham Minh Hoai 87 2 0 28 Dec 2023
VLCounter: Text-aware Visual Representation for Zero-Shot Object Counting Seunggu Kang WonJun Moon Euiyeon Kim Jae-Pil Heo 75 28 0 27 Dec 2023
T-Rex: Counting by Visual Prompting Qing Jiang Feng Li Tianhe Ren Shilong Liu Zhaoyang Zeng Kent Yu Lei Zhang 100 14 0 22 Nov 2023
Point, Segment and Count: A Generalized Framework for Object Counting Zhizhong Huang Mingliang Dai Yi Zhang Junping Zhang Hongming Shan 83 21 0 21 Nov 2023
SQLNet: Scale-Modulated Query and Localization Network for Few-Shot Class-Agnostic Counting Hefeng Wu Yandong Chen Lingbo Liu Tianshui Chen Keze Wang Liang Lin 83 1 0 16 Nov 2023
Semantic Generative Augmentations for Few-Shot Counting Perla Doubinsky Nicolas Audebert M. Crucianu Hervé Le Borgne VLM DiffM 88 4 0 26 Oct 2023
Zero-Shot Object Counting with Language-Vision Models Aoxiang Fan Hieu M. Le Dimitris Samaras VLM DiffM 72 6 0 22 Sep 2023
Interactive Class-Agnostic Object Counting Yifeng Huang Viresh Ranjan Minh Hoai 112 8 0 11 Sep 2023
ABC Easy as 123: A Blind Counter for Exemplar-Free Multi-Class Class-agnostic Counting Michael A. Hobley V. Prisacariu 100 4 0 09 Sep 2023
Learning from Pseudo-labeled Segmentation for Multi-Class Object Counting Aoxiang Fan Hieu M. Le Dimitris Samaras 62 2 0 15 Jul 2023
Training-free Object Counting with Prompts Zenglin Shi Ying Sun Mengmi Zhang VLM 67 22 0 30 Jun 2023
Counting Guidance for High Fidelity Text-to-Image Synthesis Wonjune Kang Kevin Galim H. Koo Nam Ik Cho DiffM 126 10 0 30 Jun 2023
Open-world Text-specified Object Counting Niki Amini-Naieni Kiana Amini-Naieni Tengda Han Andrew Zisserman VLM 91 21 0 02 Jun 2023
SimpSON: Simplifying Photo Cleanup with Single-Click Distracting Object Segmentation Network Chuong Huynh Yuqian Zhou Zhe Lin Connelly Barnes Eli Shechtman Sohrab Amirghodsi Abhinav Shrivastava 69 7 0 28 May 2023
CLIP-Count: Towards Text-Guided Zero-Shot Object Counting Ruixia Jiang Lin Liu Changan Chen VLM 121 72 0 12 May 2023
Vision Transformer Off-the-Shelf: A Surprising Baseline for Few-Shot Class-Agnostic Counting Zhicheng Wang Liwen Xiao Zhiguo Cao Hao Lu 92 15 0 08 May 2023