A Low-Shot Object Counting Network With Iterative Prototype Adaptation

15 November 2022

Papers citing "A Low-Shot Object Counting Network With Iterative Prototype Adaptation"

34 / 34 papers shown

Title
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 75 0 0 24 Apr 2025
Learning What NOT to Count Adriano DÁlessandro Ali Mahdavi-Amiri Ghassan Hamarneh 32 0 0 16 Apr 2025
CrowdVLM-R1: Expanding R1 Ability to Vision Language Model for Crowd Counting using Fuzzy Group Relative Policy Reward Zhiqiang Wang Pengbin Feng Yanbin Lin Shuzhang Cai Zongao Bian Jinghua Yan Xingquan Zhu 34 1 0 31 Mar 2025
Consistent-Point: Consistent Pseudo-Points for Semi-Supervised Crowd Counting and Localization Yuda Zou Zelong Liu Yuliang Gu Bo Du Yongchao Xu 56 0 0 16 Mar 2025
Exploring Contextual Attribute Density in Referring Expression Counting Zhicheng Wang Zhiyu Pan Zhan Peng Jian Cheng Liwen Xiao Wei Jiang Zhiguo Cao 42 0 0 16 Mar 2025
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 102 0 0 31 Jan 2025
Text-guided Zero-Shot Object Localization Jingjing Wang Xinglin Piao Zongzhi Gao Bo Li Yong Zhang Baocai Yin 77 0 0 18 Nov 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
Mind the Prompt: A Novel Benchmark for Prompt-based Class-Agnostic Counting Luca Ciampi Nicola Messina Matteo Pierucci Giuseppe Amato M. Avvenuti Fabrizio Falchi 31 1 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 26 0 0 18 Sep 2024
Mutually-Aware Feature Learning for Few-Shot Object Counting Yerim Jeon Subeen Lee Jihwan Kim Jae-Pil Heo 32 0 0 19 Aug 2024
OVR: A Dataset for Open Vocabulary Temporal Repetition Counting in Videos Debidatta Dwibedi Y. Aytar Jonathan Tompson Andrew Zisserman 34 2 0 24 Jul 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 64 8 0 05 Jul 2024
Learning Spatial Similarity Distribution for Few-shot Object Counting Yuanwu Xu Feifan Song Haofeng Zhang 46 3 0 20 May 2024
Chameleon: A Data-Efficient Generalist for Dense Visual Prediction in the Wild Donggyun Kim Seongwoong Cho Semin Kim Chong Luo Seunghoon Hong VLM 45 2 0 29 Apr 2024
DAVE -- A Detect-and-Verify Paradigm for Low-Shot Counting Jer Pelhan A. Lukežič Vitjan Zavrtanik Matej Kristan 46 16 0 25 Apr 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 47 0 0 15 Apr 2024
TFCounter:Polishing Gems for Training-Free Object Counting Pan Ting Jianfeng Lin Wenhao Yu Wenlong Zhang Xiaoying Chen Jinlu Zhang Binqiang Huang 37 0 0 12 Mar 2024
A Simple-but-effective Baseline for Training-free Class-Agnostic Counting Yuhao Lin Hai-Ming Xu Lingqiao Liu Javen Qinfeng Shi 31 1 0 03 Mar 2024
Enhancing Zero-shot Counting via Language-guided Exemplar Learning Mingjie Wang Jun Zhou Yong Dai Eric Buys Minglun Gong 38 0 0 08 Feb 2024
T-Rex: Counting by Visual Prompting Qing Jiang Feng Li Tianhe Ren Shilong Liu Zhaoyang Zeng Kent Yu Lei Zhang 24 11 0 22 Nov 2023
Point, Segment and Count: A Generalized Framework for Object Counting Zhizhong Huang Mingliang Dai Yi Zhang Junping Zhang Hongming Shan 41 16 0 21 Nov 2023
Semantic Generative Augmentations for Few-Shot Counting Perla Doubinsky Nicolas Audebert M. Crucianu Hervé Le Borgne VLM DiffM 29 4 0 26 Oct 2023
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 35 2 0 17 Jul 2023
LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark Zhen-fei Yin Jiong Wang Jianjian Cao Zhelun Shi Dingning Liu ... Lei Bai Xiaoshui Huang Zhiyong Wang Jing Shao Wanli Ouyang MLLM 32 152 0 11 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 30 59 0 12 May 2023
Learning to Count Anything: Reference-less Class-agnostic Counting with Weak Supervision Michael A. Hobley V. Prisacariu 50 36 0 20 May 2022
Few-shot Object Counting with Similarity-Aware Feature Enhancement Zhiyuan You Kai Yang Wenhan Luo X. Lu Lei Cui Xinyi Le 39 67 0 22 Jan 2022
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 365 11,700 0 09 Mar 2017