Papers citing 'Exemplar Free Class Agnostic Counting'

Title
CountFormer: A Transformer Framework for Learning Visual Repetition and Structure in Class-Agnostic Object Counting Md Tanvir Hossain Akif Islam Mohd Ruhul Ameen ViT 46 0 0 27 Oct 2025
Can Current AI Models Count What We Mean, Not What They See? A Benchmark and Systematic Evaluation Gia Khanh Nguyen Yifeng Huang Minh Hoai VLM 96 0 0 17 Sep 2025
Single Domain Generalization for Few-Shot Counting via Universal Representation MatchingComputer Vision and Pattern Recognition (CVPR), 2025 Xianing Chen Si Huo Borui Jiang Hailin Hu Xinghao Chen OOD 199 4 0 22 May 2025
T2ICount: Enhancing Cross-modal Understanding for Zero-Shot CountingComputer Vision and Pattern Recognition (CVPR), 2025 Yifei Qian Zhongliang Guo Bowen Deng Chun Tong Lei Shuai Zhao Chun Pong Lau Xiaopeng Hong Michael P. Pound DiffM 395 6 0 28 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 460 2 0 31 Jan 2025
A Novel Unified Architecture for Low-Shot Counting by Detection and SegmentationNeural Information Processing Systems (NeurIPS), 2024 Jer Pelhan A. Lukežič Vitjan Zavrtanik Matej Kristan ObjD 252 11 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 290 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 183 22 0 06 Jul 2024
DAVE -- A Detect-and-Verify Paradigm for Low-Shot Counting Jer Pelhan A. Lukežič Vitjan Zavrtanik Matej Kristan 240 37 0 25 Apr 2024
TFCounter:Polishing Gems for Training-Free Object Counting Pan Ting Jianfeng Lin Wenhao Yu Wenlong Zhang Xiaoying Chen Jinlu Zhang Binqiang Huang 134 1 0 12 Mar 2024
OmniCount: Multi-label Object Counting with Semantic-Geometric PriorsAAAI Conference on Artificial Intelligence (AAAI), 2024 Anindya Mondal Sauradip Nag Xiatian Zhu Anjan Dutta 360 8 0 08 Mar 2024
Enhancing Zero-shot Counting via Language-guided Exemplar Learning Mingjie Wang Jun Zhou Yong Dai Eric Buys Minglun Gong 302 0 0 08 Feb 2024
Point, Segment and Count: A Generalized Framework for Object CountingComputer Vision and Pattern Recognition (CVPR), 2023 Zhizhong Huang Mingliang Dai Yi Zhang Junping Zhang Hongming Shan 235 38 0 21 Nov 2023
Zero-Shot Object Counting with Language-Vision Models Aoxiang Fan Hieu M. Le Dimitris Samaras VLM DiffM 190 7 0 22 Sep 2023
Interactive Class-Agnostic Object CountingIEEE International Conference on Computer Vision (ICCV), 2023 Yifeng Huang Viresh Ranjan Minh Hoai 258 9 0 11 Sep 2023
ABC Easy as 123: A Blind Counter for Exemplar-Free Multi-Class Class-agnostic CountingEuropean Conference on Computer Vision (ECCV), 2023 Michael A. Hobley V. Prisacariu 319 7 0 09 Sep 2023
Training-free Object Counting with PromptsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Zenglin Shi Ying Sun Mengmi Zhang VLM 262 36 0 30 Jun 2023
Counting Guidance for High Fidelity Text-to-Image SynthesisIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Wonjune Kang Kevin Galim H. Koo Nam Ik Cho DiffM 294 18 0 30 Jun 2023
Open-world Text-specified Object CountingBritish Machine Vision Conference (BMVC), 2023 Niki Amini-Naieni Kiana Amini-Naieni Tengda Han Andrew Zisserman VLM 204 32 0 02 Jun 2023
SimpSON: Simplifying Photo Cleanup with Single-Click Distracting Object Segmentation NetworkComputer Vision and Pattern Recognition (CVPR), 2023 Chuong Huynh Yuqian Zhou Zhe Lin Connelly Barnes Eli Shechtman Sohrab Amirghodsi Abhinav Shrivastava 151 7 0 28 May 2023
CLIP-Count: Towards Text-Guided Zero-Shot Object CountingACM Multimedia (ACM MM), 2023 Ruixia Jiang Lin Liu Changan Chen VLM 279 107 0 12 May 2023
Zero-shot Object CountingComputer Vision and Pattern Recognition (CVPR), 2023 Aoxiang Fan Hieu M. Le Vu Nguyen Viresh Ranjan Dimitris Samaras 274 69 0 03 Mar 2023
GCNet: Probing Self-Similarity Learning for Generalized Counting NetworkPattern Recognition (Pattern Recogn.), 2023 Mingjie Wang Yande Li Jun Zhou Graham W. Taylor Minglun Gong 175 17 0 10 Feb 2023
A Low-Shot Object Counting Network With Iterative Prototype AdaptationIEEE International Conference on Computer Vision (ICCV), 2022 Nikola Djukic A. Lukežič Vitjan Zavrtanik Matej Kristan 252 73 0 15 Nov 2022
Learning to Count Anything: Reference-less Class-agnostic Counting with Weak Supervision Michael A. Hobley V. Prisacariu 268 52 0 20 May 2022