Leveraging Self-Supervision for Cross-Domain Crowd Counting

30 March 2021

Papers citing "Leveraging Self-Supervision for Cross-Domain Crowd Counting"

30 / 30 papers shown

Title
Dynamic Proxy Domain Generalizes the Crowd Localization by Better Binary Segmentation Junyu Gao Da Zhang Qiyu Wang Zhiyuan Zhao Xuelong Li 67 0 0 22 Apr 2024
Dual Mixup Regularized Learning for Adversarial Domain Adaptation Yuan Wu Diana Inkpen Ahmed El-Roby 25 167 0 07 Jul 2020
FDA: Fourier Domain Adaptation for Semantic Segmentation Yanchao Yang Stefano Soatto OOD 68 891 0 11 Apr 2020
Phase Consistent Ecological Domain Adaptation Yanchao Yang Dong Lao G. Sundaramoorthi Stefano Soatto 38 116 0 10 Apr 2020
Gradually Vanishing Bridge for Adversarial Domain Adaptation Shuhao Cui Shuhui Wang Junbao Zhuo Chi Su Qingming Huang Q. Tian 103 244 0 30 Mar 2020
Focus on Semantic Consistency for Cross-domain Crowd Understanding Tao Han Junyu Gao Yuan. Yuan Qi. Wang 30 45 0 20 Feb 2020
Pitfalls of In-Domain Uncertainty Estimation and Ensembling in Deep Learning Arsenii Ashukha Alexander Lyzhov Dmitry Molchanov Dmitry Vetrov UQCV FedML 61 315 0 15 Feb 2020
Multi-Level Bottom-Top and Top-Bottom Feature Fusion for Crowd Counting Vishwanath A. Sindagi Vishal M. Patel 47 176 0 28 Aug 2019
Confidence Regularized Self-Training Yang Zou Zhiding Yu Xiaofeng Liu B. Kumar Jinsong Wang 318 793 0 26 Aug 2019
From Open Set to Closed Set: Counting Objects by Spatial Divide-and-Conquer Haipeng Xiong Hao Lu Chengxin Liu Liang Liu Zhiguo Cao Chunhua Shen 47 165 0 15 Aug 2019
Locality-constrained Spatial Transformer Network for Video Crowd Counting Yanyan Fang Bi-Sheng Zhan Wandi Cai Shenghua Gao Bo Hu ViT 47 103 0 18 Jul 2019
Blending-target Domain Adaptation by Adversarial Meta-Adaptation Networks Ziliang Chen Jingyu Zhuang Xiaodan Liang Liang Lin OOD 64 83 0 08 Jul 2019
Attending to Discriminative Certainty for Domain Adaptation V. Kurmi Shanu Kumar Vinay P. Namboodiri OOD 46 108 0 08 Jun 2019
$d$ -SNE: Domain Adaptation using Stochastic Neighborhood Embedding Xiang Xu Xiong Zhou Ragav Venkatesan Gurumurthy Swaminathan Orchid Majumder 41 120 0 29 May 2019
Transferrable Prototypical Networks for Unsupervised Domain Adaptation Yingwei Pan Ting Yao Yehao Li Yu Wang Chong-Wah Ngo Tao Mei 71 342 0 25 Apr 2019
Learning from Synthetic Data for Crowd Counting in the Wild Qi. Wang Junyu Gao Wei Lin Yuan. Yuan 67 525 0 08 Mar 2019
ADCrowdNet: An Attention-injective Deformable Convolutional Network for Crowd Understanding Ning Liu Yongchao Long C. Zou Qun Niu Li Pan Hefeng Wu 49 282 0 29 Nov 2018
Context-Aware Crowd Counting Weizhe Liu Mathieu Salzmann Pascal Fua 3DV HAI 52 576 0 26 Nov 2018
Progressive Feature Alignment for Unsupervised Domain Adaptation Chaoqi Chen Weiping Xie Wenbing Huang Yu Rong Xinghao Ding Yue Huang Tingyang Xu Junzhou Huang 50 409 0 21 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 56 675 0 02 Aug 2018
Iterative Crowd Counting Viresh Ranjan Hieu M. Le Minh Hoai 3DV 22 274 0 26 Jul 2018
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes Yuhong Li Xiaofan Zhang Deming Chen 114 1,325 0 27 Feb 2018
CyCADA: Cycle-Consistent Adversarial Domain Adaptation Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell 125 2,992 0 08 Nov 2017
Switching Convolutional Neural Network for Crowd Counting Deepak Babu Sam Shiv Surya R. Venkatesh Babu 69 885 0 01 Aug 2017
FCN-rLSTM: Deep Spatio-Temporal Neural Networks for Vehicle Counting in City Cameras Shanghang Zhang Guanhang Wu João Paulo Costeira José M. F. Moura AI4TS 52 202 0 29 Jul 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 203 4,646 0 17 Feb 2017
FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation Judy Hoffman Dequan Wang Feng Yu Trevor Darrell OOD 69 787 0 08 Dec 2016
Simultaneous Deep Transfer Across Domains and Tasks Eric Tzeng Judy Hoffman Trevor Darrell Kate Saenko OOD 64 1,367 0 08 Oct 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 343 9,418 0 28 May 2015
Learning Transferable Features with Deep Adaptation Networks Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan OOD 189 5,177 0 10 Feb 2015