Single Domain Generalization for Few-Shot Counting via Universal Representation Matching

22 May 2025

Papers citing "Single Domain Generalization for Few-Shot Counting via Universal Representation Matching"

33 / 33 papers shown

Title
What matters when building vision-language models? Hugo Laurençon Léo Tronchon Matthieu Cord Victor Sanh VLM 103 177 0 03 May 2024
DAVE -- A Detect-and-Verify Paradigm for Low-Shot Counting Jer Pelhan A. Lukežič Vitjan Zavrtanik Matej Kristan 100 22 0 25 Apr 2024
Transfer CLIP for Generalizable Image Denoising Junting Cheng Dong Liang Shan Tan VLM 86 14 0 22 Mar 2024
Single Domain Generalization for Crowd Counting Zhuoxuan Peng S.-H. Gary Chan 78 11 0 14 Mar 2024
VLCounter: Text-aware Visual Representation for Zero-Shot Object Counting Seunggu Kang WonJun Moon Euiyeon Kim Jae-Pil Heo 66 27 0 27 Dec 2023
Point, Segment and Count: A Generalized Framework for Object Counting Zhizhong Huang Mingliang Dai Yi Zhang Junping Zhang Hongming Shan 79 21 0 21 Nov 2023
CLIP-KD: An Empirical Study of CLIP Model Distillation Chuanguang Yang Zhulin An Libo Huang Junyu Bi Xinqiang Yu Hansheng Yang Boyu Diao Yongjun Xu VLM 102 35 0 24 Jul 2023
Structural Re-weighting Improves Graph Domain Adaptation Shikun Liu Tianchun Li Yongbin Feng Nhan Tran Haiying Zhao Qiu Qiang Pan Li OOD AI4CE 76 39 0 05 Jun 2023
CLIP-Count: Towards Text-Guided Zero-Shot Object Counting Ruixia Jiang Lin Liu Changan Chen VLM 110 70 0 12 May 2023
EVA-CLIP: Improved Training Techniques for CLIP at Scale Quan-Sen Sun Yuxin Fang Ledell Yu Wu Xinlong Wang Yue Cao CLIP VLM 151 513 0 27 Mar 2023
Sigmoid Loss for Language Image Pre-Training Xiaohua Zhai Basil Mustafa Alexander Kolesnikov Lucas Beyer CLIP VLM 263 1,205 0 27 Mar 2023
What does a platypus look like? Generating customized prompts for zero-shot image classification Sarah M Pratt Ian Covert Rosanne Liu Ali Farhadi VLM 175 223 0 07 Sep 2022
Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection H. Rasheed Muhammad Maaz Muhammad Uzair Khattak Salman Khan Fahad Shahbaz Khan ObjD VLM 128 154 0 07 Jul 2022
Exemplar Free Class Agnostic Counting Viresh Ranjan Minh Hoai 69 40 0 27 May 2022
Decoupled Knowledge Distillation Borui Zhao Quan Cui Renjie Song Yiyu Qiu Jiajun Liang 89 551 0 16 Mar 2022
Represent, Compare, and Learn: A Similarity-Aware Framework for Class-Agnostic Counting Min Shi Hao Lu Chen Feng Chengxin Liu Zhiguo Cao 67 93 0 16 Mar 2022
Extract Free Dense Labels from CLIP Chong Zhou Chen Change Loy Bo Dai VLM CLIP 173 482 0 02 Dec 2021
Domain Generalization via Gradient Surgery Lucas Mansilla Rodrigo Echeveste Diego H. Milone Enzo Ferrante OOD 82 84 0 03 Aug 2021
Detection, Tracking, and Counting Meets Drones in Crowds: A Benchmark Longyin Wen Dawei Du Pengfei Zhu Q. Hu Qilong Wang Liefeng Bo Siwei Lyu 95 94 0 06 May 2021
Learning To Count Everything Viresh Ranjan U. Sharma Thua Nguyen Minh Hoai 79 153 0 16 Apr 2021
RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening Sungha Choi Sanghun Jung Huiwon Yun J. Kim Seungryong Kim Jaegul Choo 122 290 0 29 Mar 2021
Domain Generalization: A Survey Kaiyang Zhou Ziwei Liu Yu Qiao Tao Xiang Chen Change Loy OOD AI4CE 262 1,028 0 03 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 1.0K 29,926 0 26 Feb 2021
Training data-efficient image transformers & distillation through attention Hugo Touvron Matthieu Cord Matthijs Douze Francisco Massa Alexandre Sablayrolles Hervé Jégou ViT 391 6,813 0 23 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 684 41,563 0 22 Oct 2020
Towards Unsupervised Crowd Counting via Regression-Detection Bi-knowledge Transfer Yuting Liu Zheng Wang Miaojing Shi Shiníchi Satoh Qijun Zhao Hongyu Yang SSL 46 43 0 12 Aug 2020
LVIS: A Dataset for Large Vocabulary Instance Segmentation Agrim Gupta Piotr Dollár Ross B. Girshick ISeg VLM 113 1,379 0 08 Aug 2019
Learning from Synthetic Data for Crowd Counting in the Wild Qi. Wang Junyu Gao Wei Lin Yuan. Yuan 95 531 0 08 Mar 2019
Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net Xingang Pan Ping Luo Jianping Shi Xiaoou Tang OOD 90 766 0 25 Jul 2018
Learning to Generalize: Meta-Learning for Domain Generalization Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales OOD 102 1,430 0 10 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 819 132,725 0 12 Jun 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 284 4,680 0 17 Feb 2017
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 543 62,477 0 04 Jun 2015