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

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"

16 / 16 papers shown

Title
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 59 0 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 44 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 99 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 46 0 0 13 Jan 2025
CountGD: Multi-Modal Open-World Counting Niki Amini-Naieni Tengda Han Andrew Zisserman ObjD 56 7 0 05 Jul 2024
Learning Spatial Similarity Distribution for Few-shot Object Counting Yuanwu Xu Feifan Song Haofeng Zhang 36 3 0 20 May 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 45 0 0 15 Apr 2024
Enhancing Zero-shot Counting via Language-guided Exemplar Learning Mingjie Wang Jun Zhou Yong Dai Eric Buys Minglun Gong 33 0 0 08 Feb 2024
Zero-Shot Object Counting with Language-Vision Models Jingyi Xu Hieu M. Le Dimitris Samaras VLM DiffM 29 4 0 22 Sep 2023
Counting Guidance for High Fidelity Text-to-Image Synthesis Wonjune Kang Kevin Galim H. Koo Nam Ik Cho DiffM 32 8 0 30 Jun 2023
Density Map Distillation for Incremental Object Counting Chenshen Wu Joost van de Weijer 18 2 0 11 Apr 2023
Zero-shot Object Counting Jingyi Xu Hieu M. Le Vu Nguyen Viresh Ranjan Dimitris Samaras 24 41 0 03 Mar 2023
GCNet: Probing Self-Similarity Learning for Generalized Counting Network Mingjie Wang Yande Li Jun Zhou Graham W. Taylor Minglun Gong 21 11 0 10 Feb 2023
A Low-Shot Object Counting Network With Iterative Prototype Adaptation Nikola Djukic A. Lukežič Vitjan Zavrtanik Matej Kristan 14 45 0 15 Nov 2022
Novel 3D Scene Understanding Applications From Recurrence in a Single Image Shimian Zhang Skanda Bharadwaj Keaton Kraiger Yashasvi Asthana Hong Zhang R. Collins Yanxi Liu 28 1 0 14 Oct 2022
Learning to Count Anything: Reference-less Class-agnostic Counting with Weak Supervision Michael A. Hobley V. Prisacariu 39 36 0 20 May 2022