A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets

16 July 2021

Papers citing "A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets"

50 / 222 papers shown

Title
Few-shot Adaptive Faster R-CNN Tao Wang Xiaopeng Zhang Li-xin Yuan Jiashi Feng ObjD 100 131 0 22 Mar 2019
Selective Kernel Networks Xiang Li Wenhai Wang Xiaolin Hu Jian Yang 93 2,030 0 15 Mar 2019
Augmentation for small object detection Mate Kisantal Z. Wojna Jakub Murawski Jacek Naruniec Kyunghyun Cho ObjD 37 550 0 19 Feb 2019
Domain Discrepancy Measure for Complex Models in Unsupervised Domain Adaptation Jongyeong Lee Nontawat Charoenphakdee Seiichi Kuroki Masashi Sugiyama 42 11 0 30 Jan 2019
Pay Less Attention with Lightweight and Dynamic Convolutions Felix Wu Angela Fan Alexei Baevski Yann N. Dauphin Michael Auli 74 609 0 29 Jan 2019
Bottom-up Object Detection by Grouping Extreme and Center Points Xingyi Zhou Jiacheng Zhuo Philipp Krahenbuhl ObjD 110 865 0 23 Jan 2019
A review of domain adaptation without target labels Wouter M. Kouw Marco Loog OOD VLM 34 487 0 16 Jan 2019
Scale-Aware Trident Networks for Object Detection Yanghao Li Yuntao Chen Naiyan Wang Zhaoxiang Zhang ObjD 78 884 0 07 Jan 2019
SFA: Small Faces Attention Face Detector Shi Luo Xiong-fei Li Rui Zhu Xiaoli Zhang CVBM 33 18 0 20 Dec 2018
FA-RPN: Floating Region Proposals for Face Detection Mahyar Najibi Bharat Singh L. Davis CVBM ObjD 116 41 0 13 Dec 2018
Strong-Weak Distribution Alignment for Adaptive Object Detection Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada Kate Saenko ObjD 75 614 0 12 Dec 2018
Grid R-CNN Xin Lu Buyu Li Yuxin Yue Quanquan Li Junjie Yan ObjD 61 379 0 29 Nov 2018
ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network Sachin Mehta Mohammad Rastegari Linda G. Shapiro Hannaneh Hajishirzi VLM 57 398 0 28 Nov 2018
Deformable ConvNets v2: More Deformable, Better Results Xizhou Zhu Han Hu Stephen Lin Jifeng Dai ObjD 95 2,011 0 27 Nov 2018
Learning Better Features for Face Detection with Feature Fusion and Segmentation Supervision Wanxin Tian Zixuan Wang Haifeng Shen Weihong Deng Yiping Meng Binghui Chen Xiubao Zhang Yuan Zhao Xiehe Huang CVBM 35 36 0 20 Nov 2018
Gradient Harmonized Single-stage Detector Buyu Li Yu Liu Xiaogang Wang ObjD 49 529 0 13 Nov 2018
M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network Qijie Zhao Tao Sheng Yongtao Wang Zhi Tang Ying-Cong Chen Lingyi Cai Haibin Ling ObjD 52 798 0 12 Nov 2018
Pixel and Feature Level Based Domain Adaption for Object Detection in Autonomous Driving Yuhu Shan W. Lu C. Chew 42 92 0 30 Sep 2018
Deformable Object Tracking with Gated Fusion Wenxi Liu Yibing Song Dengsheng Chen Shengfeng He Yuanlong Yu Tao Yan Gerhard Hancke Rynson W. H. Lau VOT 46 32 0 27 Sep 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 148 2,450 0 06 Sep 2018
Deep Feature Pyramid Reconfiguration for Object Detection Tao Kong F. Sun Wen-bing Huang Huaping Liu ObjD 82 202 0 24 Aug 2018
Concept Mask: Large-Scale Segmentation from Semantic Concepts Yufei Wang Zhe Lin Xiaohui Shen Jianming Zhang Scott D. Cohen VLM 25 2 0 18 Aug 2018
CornerNet: Detecting Objects as Paired Keypoints Hei Law Jia Deng ObjD 67 3,617 0 03 Aug 2018
Object Detection with Deep Learning: A Review Zhong-Qiu Zhao Peng Zheng Shou-tao Xu Xindong Wu ObjD 97 4,008 0 15 Jul 2018
Accurate Scene Text Detection through Border Semantics Awareness and Bootstrapping Chuhui Xue Shijian Lu Fangneng Zhan 71 125 0 10 Jul 2018
Glow: Generative Flow with Invertible 1x1 Convolutions Diederik P. Kingma Prafulla Dhariwal BDL DRL 287 3,128 0 09 Jul 2018
Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships Yong-Jin Liu Ruiping Wang Shiguang Shan Xilin Chen ObjD 71 229 0 30 Jun 2018
Syn2Real: A New Benchmark forSynthetic-to-Real Visual Domain Adaptation Xingchao Peng Ben Usman Kuniaki Saito Neela Kaushik Judy Hoffman Kate Saenko 44 77 0 26 Jun 2018
IR2VI: Enhanced Night Environmental Perception by Unsupervised Thermal Image Translation Shuo Liu Vijay John Erik P. Blasch Zheng Liu Ying Huang 24 33 0 25 Jun 2018
Automatic Ship Detection of Remote Sensing Images from Google Earth in Complex Scenes Based on Multi-Scale Rotation Dense Feature Pyramid Networks Xue Yang Hao Sun Kun Fu Jirui Yang Xian Sun Ming Yan Zhi Guo 169 477 0 12 Jun 2018
SNIPER: Efficient Multi-Scale Training Bharat Singh Mahyar Najibi L. Davis ObjD 75 486 0 23 May 2018
MDSSD: Multi-scale Deconvolutional Single Shot Detector for Small Objects Lisha Cui Rui Ma Pei Lv Xiaoheng Jiang Zhimin Gao Bing Zhou Mingliang Xu ObjD 56 128 0 18 May 2018
Adaptive pooling operators for weakly labeled sound event detection Brian McFee Justin Salamon J. P. Bello 65 148 0 26 Apr 2018
Vision Meets Drones: A Challenge Peng Fei Zhu Longyin Wen Xiao Bian Haibin Ling Q. Hu 68 400 0 20 Apr 2018
Capsules for Object Segmentation Rodney LaLonde Ulas Bagci SSeg MedIm 57 270 0 11 Apr 2018
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 109 21,442 0 08 Apr 2018
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation Naoto Inoue Ryosuke Furuta T. Yamasaki Kiyoharu Aizawa ObjD 85 531 0 30 Mar 2018
PyramidBox: A Context-assisted Single Shot Face Detector Xu Tang Daniel K. Du Zeqiang He Jingtuo Liu CVBM 58 368 0 21 Mar 2018
Revisiting RCNN: On Awakening the Classification Power of Faster RCNN Bowen Cheng Yunchao Wei Humphrey Shi Rogerio Feris Jinjun Xiong Thomas Huang ObjD 69 209 0 19 Mar 2018
Face-MagNet: Magnifying Feature Maps to Detect Small Faces Pouya Samangouei Mahyar Najibi L. Davis Rama Chellappa ObjD CVBM 38 19 0 14 Mar 2018
Domain Adaptive Faster R-CNN for Object Detection in the Wild Yuhua Chen Wen Li Daniel Gehrig Dengxin Dai Luc Van Gool OOD ObjD 104 1,300 0 08 Mar 2018
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation Pengyuan Lyu Cong Yao Wenhao Wu Shuicheng Yan X. Bai 60 319 0 25 Feb 2018
Deep Visual Domain Adaptation: A Survey Mei Wang Weihong Deng OOD 68 2,012 0 10 Feb 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 178 19,271 0 13 Jan 2018
Deep Regionlets for Object Detection Hongyu Xu Xutao Lv Xiaoyu Wang Zhou Ren Navaneeth Bodla Rama Chellappa ObjD 68 66 0 06 Dec 2017
Cascade R-CNN: Delving into High Quality Object Detection Zhaowei Cai Nuno Vasconcelos ObjD 136 4,924 0 03 Dec 2017
Relation Networks for Object Detection Han Hu Jiayuan Gu Zheng Zhang Jifeng Dai Yichen Wei ObjD 106 1,223 0 30 Nov 2017
An Analysis of Scale Invariance in Object Detection - SNIP Bharat Singh L. Davis ObjD 92 741 0 22 Nov 2017
Repulsion Loss: Detecting Pedestrians in a Crowd Xinlong Wang Tete Xiao Yuning Jiang Shuai Shao Jian Sun Chunhua Shen 52 500 0 21 Nov 2017
Single-Shot Refinement Neural Network for Object Detection Shifeng Zhang Longyin Wen Xiao Bian Zhen Lei Stan Z. Li ObjD 53 1,287 0 18 Nov 2017