CLIP-Count: Towards Text-Guided Zero-Shot Object Counting

12 May 2023

Papers citing "CLIP-Count: Towards Text-Guided Zero-Shot Object Counting"

23 / 23 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 97 0 0 31 Jan 2025
Distilling Spectral Graph for Object-Context Aware Open-Vocabulary Semantic Segmentation Chanyoung Kim Dayun Ju Woojung Han Ming-Hsuan Yang Seong Jae Hwang VLM VOS 74 0 0 26 Nov 2024
Efficient Masked AutoEncoder for Video Object Counting and A Large-Scale Benchmark Bing Cao Quanhao Lu Jiekang Feng Pengfei Zhu Q. Hu Qilong Wang 66 0 0 20 Nov 2024
Bootstrapping Vision-language Models for Self-supervised Remote Physiological Measurement Zijie Yue Miaojing Shi Hanli Wang Shuai Ding Qijun Chen Shanlin Yang 35 0 0 11 Jul 2024
CountGD: Multi-Modal Open-World Counting Niki Amini-Naieni Tengda Han Andrew Zisserman ObjD 56 7 0 05 Jul 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 37 0 0 15 Apr 2024
$R^2$ -Tuning: Efficient Image-to-Video Transfer Learning for Video Temporal Grounding Ye Liu Jixuan He Wanhua Li Junsik Kim D. Wei Hanspeter Pfister Chang Wen Chen 34 13 0 31 Mar 2024
CLIP-EBC: CLIP Can Count Accurately through Enhanced Blockwise Classification Yiming Ma Victor Sanchez T. Guha 38 3 0 14 Mar 2024
OmniCount: Multi-label Object Counting with Semantic-Geometric Priors Anindya Mondal Sauradip Nag Xiatian Zhu Anjan Dutta 31 3 0 08 Mar 2024
Enhancing Zero-shot Counting via Language-guided Exemplar Learning Mingjie Wang Jun Zhou Yong Dai Eric Buys Minglun Gong 28 0 0 08 Feb 2024
Conditional Prompt Tuning for Multimodal Fusion Ruixia Jiang Lingbo Liu Changwen Chen 16 0 0 28 Nov 2023
Counting Guidance for High Fidelity Text-to-Image Synthesis Wonjune Kang Kevin Galim H. Koo Nam Ik Cho DiffM 24 7 0 30 Jun 2023
GCNet: Probing Self-Similarity Learning for Generalized Counting Network Mingjie Wang Yande Li Jun Zhou Graham W. Taylor Minglun Gong 19 11 0 10 Feb 2023
Learning to Count Anything: Reference-less Class-agnostic Counting with Weak Supervision Michael A. Hobley V. Prisacariu 39 35 0 20 May 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 388 4,010 0 28 Jan 2022
Few-shot Object Counting with Similarity-Aware Feature Enhancement Zhiyuan You Kai Yang Wenhan Luo X. Lu Lei Cui Xinyi Le 37 66 0 22 Jan 2022
PointCLIP: Point Cloud Understanding by CLIP Renrui Zhang Ziyu Guo Wei Zhang Kunchang Li Xupeng Miao Bin Cui Yu Qiao Peng Gao Hongsheng Li VLM 3DPC 164 428 0 04 Dec 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 322 2,249 0 02 Sep 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 283 5,723 0 29 Apr 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 293 3,683 0 11 Feb 2021
Cross-Modal Collaborative Representation Learning and a Large-Scale RGBT Benchmark for Crowd Counting Lingbo Liu Jiaqi Chen Hefeng Wu Guanbin Li Chenglong Li Liang Lin 51 108 0 08 Dec 2020