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Zero-shot Object Counting
Computer Vision and Pattern Recognition (CVPR), 2023
3 March 2023
Aoxiang Fan
Hieu M. Le
Vu Nguyen
Viresh Ranjan
Dimitris Samaras
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Papers citing
"Zero-shot Object Counting"
36 / 36 papers shown
FiGO: Fine-Grained Object Counting without Annotations
Adriano DÁlessandro
Ali Mahdavi-Amiri
Ghassan Hamarneh
470
0
0
24 Dec 2025
Object Counting with GPT-4o and GPT-5: A Comparative Study
Richard Füzesséry
Kaziwa Saleh
Sándor Szénási
Zoltán Vámossy
90
0
0
02 Dec 2025
Counting Through Occlusion: Framework for Open World Amodal Counting
S. Arib
Rabeya Akter
Abdul Monaf Chowdhury
Md Jubair Ahmed Sourov
Md Mehedi Hasan
151
0
0
16 Nov 2025
CountFormer: A Transformer Framework for Learning Visual Repetition and Structure in Class-Agnostic Object Counting
Md Tanvir Hossain
Akif Islam
Mohd Ruhul Ameen
ViT
118
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
260
2
0
17 Sep 2025
YOLO-Count: Differentiable Object Counting for Text-to-Image Generation
Guanning Zeng
Xiang Zhang
Zirui Wang
Haiyang Xu
Zeyuan Chen
Bingnan Li
Zhuowen Tu
247
9
0
01 Aug 2025
Querying Autonomous Vehicle Point Clouds: Enhanced by 3D Object Counting with CounterNet
Xiaoyu Zhang
Zhifeng Bao
Hai Dong
Ziwei Wang
Jiajun Liu
3DPC
207
0
0
25 Jul 2025
Point-to-Region Loss for Semi-Supervised Point-Based Crowd Counting
Computer Vision and Pattern Recognition (CVPR), 2025
Wei Lin
Chenyang Zhao
Antoni B. Chan
181
10
0
28 May 2025
Single Domain Generalization for Few-Shot Counting via Universal Representation Matching
Computer Vision and Pattern Recognition (CVPR), 2025
Xianing Chen
Si Huo
Borui Jiang
Hailin Hu
Xinghao Chen
OOD
406
5
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
630
1
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
517
1
0
24 Apr 2025
Exploring Contextual Attribute Density in Referring Expression Counting
Computer Vision and Pattern Recognition (CVPR), 2025
Zhicheng Wang
Zhiyu Pan
Zhan Peng
Jian Cheng
Liwen Xiao
Wei Jiang
Zhiguo Cao
405
5
0
16 Mar 2025
T2ICount: Enhancing Cross-modal Understanding for Zero-Shot Counting
Computer Vision and Pattern Recognition (CVPR), 2025
Shuai Zhao
Zhongliang Guo
Bowen Deng
Chun Tong Lei
Shuai Zhao
Chun Pong Lau
Xiaopeng Hong
Michael P. Pound
DiffM
612
11
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
302
1
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
766
3
0
31 Jan 2025
AV-Odyssey Bench: Can Your Multimodal LLMs Really Understand Audio-Visual Information?
Kaixiong Gong
Kaituo Feng
Yangqiu Song
Yibing Wang
Mofan Cheng
...
Jiaming Han
Benyou Wang
Yutong Bai
Zhiyong Yang
Xiangyu Yue
MLLM
AuLLM
VLM
356
31
0
03 Dec 2024
Mind the Prompt: A Novel Benchmark for Prompt-based Class-Agnostic Counting
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Luca Ciampi
Nicola Messina
Matteo Pierucci
Giuseppe Amato
Marco Avvenuti
Fabrizio Falchi
408
7
0
24 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
428
0
0
18 Sep 2024
Shadow Removal Refinement via Material-Consistent Shadow Edges
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Shilin Hu
Hieu Le
ShahRukh Athar
Sagnik Das
Dimitris Samaras
283
2
0
10 Sep 2024
OVR: A Dataset for Open Vocabulary Temporal Repetition Counting in Videos
Debidatta Dwibedi
Y. Aytar
Jonathan Tompson
Andrew Zisserman
254
7
0
24 Jul 2024
Assessing Sample Quality via the Latent Space of Generative Models
Aoxiang Fan
Hieu M. Le
Dimitris Samaras
MedIm
298
11
0
21 Jul 2024
Weighting Pseudo-Labels via High-Activation Feature Index Similarity and Object Detection for Semi-Supervised Segmentation
Prantik Howlader
Hieu M. Le
Dimitris Samaras
368
5
0
17 Jul 2024
Zero-shot Object Counting with Good Exemplars
Huilin Zhu
Jingling Yuan
Zhengwei Yang
Yu Guo
Zheng Wang
Xian Zhong
Shengfeng He
VLM
316
30
0
06 Jul 2024
CountGD: Multi-Modal Open-World Counting
Niki Amini-Naieni
Tengda Han
Andrew Zisserman
ObjD
643
53
0
05 Jul 2024
DAVE -- A Detect-and-Verify Paradigm for Low-Shot Counting
Jer Pelhan
A. Lukežič
Vitjan Zavrtanik
Matej Kristan
432
50
0
25 Apr 2024
Every Shot Counts: Using Exemplars for Repetition Counting in Videos
Saptarshi Sinha
Alexandros Stergiou
Dima Damen
341
11
0
26 Mar 2024
TFCounter:Polishing Gems for Training-Free Object Counting
Pan Ting
Jianfeng Lin
Wenhao Yu
Wenlong Zhang
Xiaoying Chen
Jinlu Zhang
Binqiang Huang
216
1
0
12 Mar 2024
OmniCount: Multi-label Object Counting with Semantic-Geometric Priors
AAAI Conference on Artificial Intelligence (AAAI), 2024
Anindya Mondal
Sauradip Nag
Xiatian Zhu
Anjan Dutta
532
12
0
08 Mar 2024
Enhancing Zero-shot Counting via Language-guided Exemplar Learning
Mingjie Wang
Jun Zhou
Yong Dai
Eric Buys
Minglun Gong
363
1
0
08 Feb 2024
Point, Segment and Count: A Generalized Framework for Object Counting
Computer Vision and Pattern Recognition (CVPR), 2023
Zhizhong Huang
Mingliang Dai
Yi Zhang
Junping Zhang
Hongming Shan
423
48
0
21 Nov 2023
Zero-Shot Object Counting with Language-Vision Models
Aoxiang Fan
Hieu M. Le
Dimitris Samaras
VLM
DiffM
298
12
0
22 Sep 2023
ABC Easy as 123: A Blind Counter for Exemplar-Free Multi-Class Class-agnostic Counting
European Conference on Computer Vision (ECCV), 2023
Michael A. Hobley
V. Prisacariu
444
10
0
09 Sep 2023
Training-free Object Counting with Prompts
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Zenglin Shi
Ying Sun
Mengmi Zhang
VLM
449
43
0
30 Jun 2023
Counting Guidance for High Fidelity Text-to-Image Synthesis
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Wonjune Kang
Kevin Galim
H. Koo
Nam Ik Cho
DiffM
504
23
0
30 Jun 2023
Open-world Text-specified Object Counting
British Machine Vision Conference (BMVC), 2023
Niki Amini-Naieni
Kiana Amini-Naieni
Tengda Han
Andrew Zisserman
VLM
389
38
0
02 Jun 2023
CLIP-Count: Towards Text-Guided Zero-Shot Object Counting
ACM Multimedia (ACM MM), 2023
Ruixia Jiang
Lin Liu
Changan Chen
VLM
462
131
0
12 May 2023
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