CrowdFormer: Weakly-supervised Crowd counting with Improved Generalizability

7 March 2022

Papers citing "CrowdFormer: Weakly-supervised Crowd counting with Improved Generalizability"

35 / 35 papers shown

Title
An End-to-End Transformer Model for Crowd Localization Dingkang Liang Wei Xu Xiang Bai 37 119 0 26 Feb 2022
Are Transformers More Robust Than CNNs? Yutong Bai Jieru Mei Alan Yuille Cihang Xie ViT AAML 229 263 0 10 Nov 2021
CCTrans: Simplifying and Improving Crowd Counting with Transformer Ye Tian Xiangxiang Chu Hongpeng Wang ViT 44 76 0 29 Sep 2021
Direct Measure Matching for Crowd Counting Hui Lin Xiaopeng Hong Zhiheng Ma Xing Wei Yunfeng Qiu Yaowei Wang Yihong Gong OT 54 45 0 04 Jul 2021
PVT v2: Improved Baselines with Pyramid Vision Transformer Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT AI4TS 87 1,652 0 25 Jun 2021
Twins: Revisiting the Design of Spatial Attention in Vision Transformers Xiangxiang Chu Zhi Tian Yuqing Wang Bo Zhang Haibing Ren Xiaolin K. Wei Huaxia Xia Chunhua Shen ViT 79 1,013 0 28 Apr 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 400 21,281 0 25 Mar 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 485 3,699 0 24 Feb 2021
Localization in the Crowd with Topological Constraints Shahira Abousamra Minh Hoai Dimitris Samaras Chao Chen 55 135 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 528 40,739 0 22 Oct 2020
Distribution Matching for Crowd Counting Boyu Wang Huidong Liu Dimitris Samaras Minh Hoai OT 69 287 0 28 Sep 2020
Weighing Counts: Sequential Crowd Counting by Reinforcement Learning Liang Liu Hao Lu Hongwei Zou Haipeng Xiong Zhiguo Cao Chunhua Shen OffRL 60 72 0 16 Jul 2020
Semi-Supervised Crowd Counting via Self-Training on Surrogate Tasks Yan Liu Lingqiao Liu Peng Wang Pingping Zhang Yinjie Lei SSL 39 76 0 07 Jul 2020
Learning to Count in the Crowd from Limited Labeled Data Vishwanath A. Sindagi R. Yasarla Deepak Sam Babu R. Venkatesh Babu Vishal M. Patel 69 66 0 07 Jul 2020
Adaptive Mixture Regression Network with Local Counting Map for Crowd Counting Xiyang Liu Jie Yang Wenrui Ding 50 113 0 12 May 2020
JHU-CROWD++: Large-Scale Crowd Counting Dataset and A Benchmark Method Vishwanath A. Sindagi R. Yasarla Vishal M. Patel 59 225 0 07 Apr 2020
Towards Using Count-level Weak Supervision for Crowd Counting Yinjie Lei Yan Liu Pingping Zhang Lingqiao Liu 52 95 0 29 Feb 2020
ZoomCount: A Zooming Mechanism for Crowd Counting in Static Images Usman Sajid Hasan Sajid Hongcheng Wang Guanghui Wang 74 44 0 27 Feb 2020
AutoScale: Learning to Scale for Crowd Counting and Localization Chenfeng Xu Dingkang Liang Yongchao Xu S. Bai Wei Zhan X. Bai Masayoshi Tomizuka 82 106 0 20 Dec 2019
Perspective-Guided Convolution Networks for Crowd Counting Zhaoyi Yan Yuchen Yuan W. Zuo Xiao Tan Yezhen Wang Shilei Wen Errui Ding 53 194 0 16 Sep 2019
Multi-Level Bottom-Top and Top-Bottom Feature Fusion for Crowd Counting Vishwanath A. Sindagi Vishal M. Patel 49 176 0 28 Aug 2019
Crowd Counting with Deep Structured Scale Integration Network Lingbo Liu Zhilin Qiu Guanbin Li Shufan Liu Wanli Ouyang Liang Lin 47 234 0 23 Aug 2019
Bayesian Loss for Crowd Count Estimation with Point Supervision Zhiheng Ma Xing Wei Xiaopeng Hong Yihong Gong 3DPC 125 488 0 10 Aug 2019
Counting with Focus for Free Zenglin Shi Pascal Mettes Cees G. M. Snoek 3DV 3DPC 38 107 0 28 Mar 2019
Learning from Synthetic Data for Crowd Counting in the Wild Qi. Wang Junyu Gao Wei Lin Yuan. Yuan 79 527 0 08 Mar 2019
Crowd Counting and Density Estimation by Trellis Encoder-Decoder Network Xiaolong Jiang Zehao Xiao Baochang Zhang Xiantong Zhen Xianbin Cao David Doermann Ling Shao 3DV 43 324 0 03 Mar 2019
Exploiting Unlabeled Data in CNNs by Self-supervised Learning to Rank Xialei Liu Joost van de Weijer Andrew D. Bagdanov SSL 52 176 0 17 Feb 2019
Context-Aware Crowd Counting Weizhe Liu Mathieu Salzmann Pascal Fua 3DV HAI 65 578 0 26 Nov 2018
PaDNet: Pan-Density Crowd Counting Yukun Tian Yiming Lei Junping Zhang Ming Wang 53 102 0 07 Nov 2018
Composition Loss for Counting, Density Map Estimation and Localization in Dense Crowds Haroon Idrees Muhmmad Tayyab Kishan Athrey Dong Zhang S. Al-Maadeed Nasir M. Rajpoot M. Shah 76 678 0 02 Aug 2018
Iterative Crowd Counting Viresh Ranjan Hieu M. Le Minh Hoai 3DV 44 275 0 26 Jul 2018
CNN-based Cascaded Multi-task Learning of High-level Prior and Density Estimation for Crowd Counting Vishwanath A. Sindagi Vishal M. Patel 53 504 0 30 Jul 2017
Spatiotemporal Modeling for Crowd Counting in Videos Feng Xiong Xingjian Shi Dit-Yan Yeung 59 184 0 25 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 626 130,942 0 12 Jun 2017
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.4K 39,472 0 01 Sep 2014