Learning to Count Anything: Reference-less Class-agnostic Counting with Weak Supervision

20 May 2022

Papers citing "Learning to Count Anything: Reference-less Class-agnostic Counting with Weak Supervision"

21 / 21 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
VAQUUM: Are Vague Quantifiers Grounded in Visual Data? Hugh Mee Wong Rick Nouwen Albert Gatt 51 0 0 17 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
Vision Transformers for Weakly-Supervised Microorganism Enumeration Javier Ureña Santiago Thomas Ströhle Antonio Rodríguez-Sánchez Ruth Breu ViT 67 0 0 03 Dec 2024
A Novel Unified Architecture for Low-Shot Counting by Detection and Segmentation Jer Pelhan A. Lukežič Vitjan Zavrtanik Matej Kristan ObjD 26 3 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 23 0 0 18 Sep 2024
Zero-shot Object Counting with Good Exemplars Huilin Zhu Jingling Yuan Zhengwei Yang Yu Guo Zheng Wang Xian Zhong Shengfeng He VLM 39 6 0 06 Jul 2024
CountGD: Multi-Modal Open-World Counting Niki Amini-Naieni Tengda Han Andrew Zisserman ObjD 56 8 0 05 Jul 2024
DAVE -- A Detect-and-Verify Paradigm for Low-Shot Counting Jer Pelhan A. Lukežič Vitjan Zavrtanik Matej Kristan 40 16 0 25 Apr 2024
Counting Objects in a Robotic Hand Francis Tsow Tianze Chen Yu Sun 33 1 0 09 Apr 2024
Enhancing Zero-shot Counting via Language-guided Exemplar Learning Mingjie Wang Jun Zhou Yong Dai Eric Buys Minglun Gong 35 0 0 08 Feb 2024
ABC Easy as 123: A Blind Counter for Exemplar-Free Multi-Class Class-agnostic Counting Michael A. Hobley V. Prisacariu 11 3 0 09 Sep 2023
Learning to Count without Annotations Lukas Knobel Tengda Han Yuki M. Asano SSL 29 2 0 17 Jul 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
Open-world Text-specified Object Counting Niki Amini-Naieni Kiana Amini-Naieni Tengda Han Andrew Zisserman VLM 24 16 0 02 Jun 2023
CLIP-Count: Towards Text-Guided Zero-Shot Object Counting Ruixia Jiang Lin Liu Changan Chen VLM 27 59 0 12 May 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 33 1 0 14 Oct 2022
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 317 5,785 0 29 Apr 2021
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 332 11,684 0 09 Mar 2017