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
Robust Unsupervised Domain Adaptation for Neural Networks via Moment Alignment Werner Zellinger Bernhard A. Moser Thomas Grubinger E. Lughofer T. Natschläger Susanne Saminger-Platz OOD 49 94 0 16 Nov 2017
Improving Object Localization with Fitness NMS and Bounded IoU Loss Lachlan Tychsen-Smith L. Petersson 67 176 0 01 Nov 2017
Feature-Fused SSD: Fast Detection for Small Objects Guimei Cao Xuemei Xie Wenzhe Yang Quan Liao Guangming Shi Jinjian Wu ObjD 52 238 0 15 Sep 2017
Single Shot Text Detector with Regional Attention Pan He Weilin Huang Tong He Qile Zhu Yu Qiao Xiaolin Li VLM 59 298 0 01 Sep 2017
Semantic Foggy Scene Understanding with Synthetic Data Daniel Gehrig Dengxin Dai Luc Van Gool 91 1,101 0 25 Aug 2017
S $^3$ FD: Single Shot Scale-invariant Face Detector Shifeng Zhang Xiangyu Zhu Zhen Lei Hailin Shi Xiaobo Wang Stan Z. Li CVBM 74 604 0 17 Aug 2017
SSH: Single Stage Headless Face Detector Mahyar Najibi Pouya Samangouei Rama Chellappa L. Davis CVBM PICV 72 422 0 14 Aug 2017
CoupleNet: Coupling Global Structure with Local Parts for Object Detection Yousong Zhu Chaoyang Zhao Jinqiao Wang Xu Zhao Yi Wu Hanqing Lu ObjD 63 254 0 09 Aug 2017
Stable Distribution Alignment Using the Dual of the Adversarial Distance Ben Usman Kate Saenko Brian Kulis 33 3 0 13 Jul 2017
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices Xiangyu Zhang Xinyu Zhou Mengxiao Lin Jian Sun AI4TS 136 6,865 0 04 Jul 2017
R2CNN: Rotational Region CNN for Orientation Robust Scene Text Detection Yingying Jiang Xiangyu Zhu Xiaobing Wang Shuli Yang Wei Li Hua Wang Pei Fu Zhenbo Luo ObjD 77 530 0 29 Jun 2017
Perceptual Generative Adversarial Networks for Small Object Detection Jianan Li Xiaodan Liang Yunchao Wei Tingfa Xu Jiashi Feng Shuicheng Yan ObjD 50 724 0 16 Jun 2017
Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification Yu-Gang Jiang Zuxuan Wu Jinhui Tang Zechao Li Xiangyang Xue Shih-Fu Chang 46 97 0 14 Jun 2017
Point Linking Network for Object Detection Xinggang Wang Kaibing Chen Zilong Huang Cong Yao Wenyu Liu ObjD 54 31 0 12 Jun 2017
Face Detection through Scale-Friendly Deep Convolutional Networks Shuo Yang Yuanjun Xiong Chen Change Loy Xiaoou Tang CVBM 47 121 0 09 Jun 2017
Face R-CNN Hao Wang Zhifeng Li Xing Ji Yitong Wang ObjD CVBM 52 91 0 04 Jun 2017
What Can Help Pedestrian Detection? Jiayuan Mao Tete Xiao Yuning Jiang Zhimin Cao 56 287 0 08 May 2017
Improving Small Object Proposals for Company Logo Detection C. Eggert D. Zecha Stephan Brehm Rainer Lienhart ObjD 38 75 0 28 Apr 2017
SphereFace: Deep Hypersphere Embedding for Face Recognition Weiyang Liu Yandong Wen Zhiding Yu Ming Li Bhiksha Raj Le Song CVBM 232 2,798 0 26 Apr 2017
Spatial Memory for Context Reasoning in Object Detection Xinlei Chen Abhinav Gupta ObjD 70 166 0 13 Apr 2017
Attention-based Extraction of Structured Information from Street View Imagery Z. Wojna Alexander N. Gorban Dar-Shyang Lee Kevin Patrick Murphy Qian Yu Yeqing Li Julian Ibarz 42 153 0 11 Apr 2017
EAST: An Efficient and Accurate Scene Text Detector Xinyu Zhou Cong Yao He Wen Yuzhi Wang Shuchang Zhou Weiran He Jiajun Liang 89 1,495 0 11 Apr 2017
Learning Cross-Modal Deep Representations for Robust Pedestrian Detection Dan Xu Wanli Ouyang Elisa Ricci Xiaogang Wang N. Sebe 61 192 0 08 Apr 2017
DeNet: Scalable Real-time Object Detection with Directed Sparse Sampling Lachlan Tychsen-Smith L. Petersson ObjD 46 113 0 30 Mar 2017
Deep Direct Regression for Multi-Oriented Scene Text Detection Wenhao He Xu-Yao Zhang Fei Yin Cheng-Lin Liu 3DV 57 365 0 24 Mar 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 350 27,174 0 20 Mar 2017
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization Xun Huang Serge J. Belongie OOD 177 4,359 0 20 Mar 2017
Deep Matching Prior Network: Toward Tighter Multi-oriented Text Detection Yuliang Liu Lianwen Jin 41 307 0 04 Mar 2017
Arbitrary-Oriented Scene Text Detection via Rotation Proposals Jianqi Ma Weiyuan Shao Hao Ye Li Wang Hong Wang Yingbin Zheng Xiangyang Xue 205 1,184 0 03 Mar 2017
Central Moment Discrepancy (CMD) for Domain-Invariant Representation Learning Werner Zellinger Thomas Grubinger E. Lughofer T. Natschläger Susanne Saminger-Platz OOD 105 574 0 28 Feb 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 642 10,768 0 19 Feb 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 259 4,658 0 17 Feb 2017
YouTube-BoundingBoxes: A Large High-Precision Human-Annotated Data Set for Object Detection in Video Esteban Real Jonathon Shlens S. Mazzocchi Xin Pan Vincent Vanhoucke VOS ObjD 91 534 0 02 Feb 2017
DSSD : Deconvolutional Single Shot Detector Cheng-Yang Fu Wen Liu A. Ranga A. Tyagi Alexander C. Berg ObjD 142 1,914 0 23 Jan 2017
Deep Learning Logo Detection with Data Expansion by Synthesising Context Hang Su Xiatian Zhu S. Gong 59 87 0 29 Dec 2016
Unsupervised domain adaptation in brain lesion segmentation with adversarial networks Konstantinos Kamnitsas Christian F. Baumgartner C. Ledig Virginia Newcombe Joanna P. Simpson ... David Menon A. Nori A. Criminisi Daniel Rueckert Ben Glocker OOD MedIm 76 479 0 28 Dec 2016
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 181 15,610 0 25 Dec 2016
Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks Konstantinos Bousmalis N. Silberman David Dohan D. Erhan Dilip Krishnan OOD GAN 146 1,535 0 16 Dec 2016
Finding Tiny Faces Peiyun Hu Deva Ramanan CVBM ObjD 64 743 0 13 Dec 2016
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 461 22,095 0 09 Dec 2016
Speed/accuracy trade-offs for modern convolutional object detectors Jonathan Huang V. Rathod Chen Sun Menglong Zhu Anoop Korattikara Balan ... Ian S. Fischer Z. Wojna Yang Song S. Guadarrama Kevin Patrick Murphy 3DH 3DV 88 2,572 0 30 Nov 2016
TextBoxes: A Fast Text Detector with a Single Deep Neural Network Minghui Liao Baoguang Shi X. Bai Xinggang Wang Wenyu Liu 65 868 0 21 Nov 2016
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation Guosheng Lin Anton Milan Chunhua Shen Ian Reid AI4TS SSeg 253 2,848 0 20 Nov 2016
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 509 10,318 0 16 Nov 2016
StuffNet: Using 'Stuff' to Improve Object Detection Samarth Brahmbhatt H. Christensen James Hays 3DPC ObjD 82 22 0 19 Oct 2016
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 1.4K 14,555 0 07 Oct 2016
Driving in the Matrix: Can Virtual Worlds Replace Human-Generated Annotations for Real World Tasks? Matthew Johnson-Roberson Charlie Barto Rounak Mehta S. N. Sridhar Karl Rosaen Ram Vasudevan 101 617 0 06 Oct 2016
Detecting Text in Natural Image with Connectionist Text Proposal Network Zhi Tian Weilin Huang Tong He Pan He Yu Qiao 63 941 0 12 Sep 2016
A Multi-Scale Cascade Fully Convolutional Network Face Detector Zhenheng Yang Ram Nevatia CVBM 44 71 0 12 Sep 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 764 36,781 0 25 Aug 2016