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Expanding Zero-Shot Object Counting with Rich Prompts

21 May 2025

Papers citing "Expanding Zero-Shot Object Counting with Rich Prompts"

29 / 29 papers shown

Title
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
CountGD: Multi-Modal Open-World Counting Niki Amini-Naieni Tengda Han Andrew Zisserman ObjD 413 32 0 05 Jul 2024
VLCounter: Text-aware Visual Representation for Zero-Shot Object Counting Seunggu Kang WonJun Moon Euiyeon Kim Jae-Pil Heo 221 47 0 27 Dec 2023
PixelLM: Pixel Reasoning with Large Multimodal ModelComputer Vision and Pattern Recognition (CVPR), 2023 Zhongwei Ren Zhicheng Huang Yunchao Wei Yao-Min Zhao Dongmei Fu Jiashi Feng Xiaojie Jin VLM MLLM LRM 309 178 0 04 Dec 2023
T-Rex: Counting by Visual Prompting Qing Jiang Feng Li Tianhe Ren Shilong Liu Zhaoyang Zeng Kent Yu Lei Zhang 181 20 0 22 Nov 2023
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
GLaMM: Pixel Grounding Large Multimodal ModelComputer Vision and Pattern Recognition (CVPR), 2023 H. Rasheed Muhammad Maaz Sahal Shaji Mullappilly Abdelrahman M. Shaker Salman Khan Hisham Cholakkal Rao M. Anwer Erix Xing Ming-Hsuan Yang Fahad S. Khan MLLM VLM 341 372 0 06 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
LISA: Reasoning Segmentation via Large Language ModelComputer Vision and Pattern Recognition (CVPR), 2023 Xin Lai Zhuotao Tian Yukang Chen Yanwei Li Yuhui Yuan Shu Liu Jiaya Jia LM&Ro VLM MLLM LRM 397 686 0 01 Aug 2023
GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest Shilong Zhang Pei Sun Shoufa Chen Min Xiao Wenqi Shao Wenwei Zhang Yu Liu Kai-xiang Chen Ping Luo MLLM VLM 645 304 0 07 Jul 2023
Shikra: Unleashing Multimodal LLM's Referential Dialogue Magic Ke Chen Zhao Zhang Weili Zeng Richong Zhang Feng Zhu Rui Zhao ObjD 370 794 0 27 Jun 2023
Kosmos-2: Grounding Multimodal Large Language Models to the WorldInternational Conference on Learning Representations (ICLR), 2023 Zhiliang Peng Wenhui Wang Li Dong Y. Hao Shaohan Huang Shuming Ma Furu Wei MLLM ObjD VLM 297 993 0 26 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
VisionLLM: Large Language Model is also an Open-Ended Decoder for Vision-Centric TasksNeural Information Processing Systems (NeurIPS), 2023 Wen Wang Zhe Chen Xiaokang Chen Jiannan Wu Xizhou Zhu ... Ping Luo Tong Lu Jie Zhou Yu Qiao Jifeng Dai MLLM VLM 242 609 0 18 May 2023
CLIP-Count: Towards Text-Guided Zero-Shot Object CountingACM Multimedia (ACM MM), 2023 Ruixia Jiang Lin Liu Changan Chen VLM 283 107 0 12 May 2023
Vision Transformer Off-the-Shelf: A Surprising Baseline for Few-Shot Class-Agnostic CountingAAAI Conference on Artificial Intelligence (AAAI), 2023 Zhicheng Wang Liwen Xiao Zhiguo Cao Hao Lu 262 25 0 08 May 2023
DeGPR: Deep Guided Posterior Regularization for Multi-Class Cell Detection and CountingComputer Vision and Pattern Recognition (CVPR), 2023 Aayushi Tyagi Chirag Mohapatra Prasenjit Das G. Makharia Lalita Mehra A. Prathosh Mausam MedIm 160 24 0 03 Apr 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 3.3K 20,007 0 15 Mar 2023
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object DetectionEuropean Conference on Computer Vision (ECCV), 2023 Shilong Liu Zhaoyang Zeng Tianhe Ren Feng Li Hao Zhang ... Chun-yue Li Jianwei Yang Hang Su Jun Zhu Lei Zhang ObjD 618 3,093 0 09 Mar 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
Teaching CLIP to Count to TenIEEE International Conference on Computer Vision (ICCV), 2023 Roni Paiss Ariel Ephrat Omer Tov Shiran Zada Inbar Mosseri Michal Irani Tali Dekel VLM CLIP 335 151 0 23 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 260 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
Represent, Compare, and Learn: A Similarity-Aware Framework for Class-Agnostic CountingComputer Vision and Pattern Recognition (CVPR), 2022 Min Shi Hao Lu Chen Feng Chengxin Liu Zhiguo Cao 155 116 0 16 Mar 2022
Learning To Count EverythingComputer Vision and Pattern Recognition (CVPR), 2021 Viresh Ranjan U. Sharma Thua Nguyen Minh Hoai 198 198 0 16 Apr 2021
Completely Self-Supervised Crowd Counting via Distribution MatchingEuropean Conference on Computer Vision (ECCV), 2020 Deepak Babu Sam Abhinav Agarwalla Jimmy Joseph Vishwanath A. Sindagi R. Venkatesh Babu Vishal M. Patel SSL 145 35 0 14 Sep 2020
Class-Agnostic Counting Erika Lu Weidi Xie Andrew Zisserman 160 172 0 01 Nov 2018
Drone-based Object Counting by Spatially Regularized Regional Proposal Network Meng-Ru Hsieh Yen-Liang Lin Winston H. Hsu 302 480 0 19 Jul 2017
A Large Contextual Dataset for Classification, Detection and Counting of Cars with Deep Learning T. Nathan Mundhenk G. Konjevod W. Sakla K. Boakye 147 364 0 14 Sep 2016