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"

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Title
Multimodal Deep Learning Cem Akkus Jiquan Ngiam Vladana Djakovic Steffen Jauch-Walser A. Khosla ... Jann Goschenhofer Honglak Lee A. Ng Daniel Schalk Matthias Aßenmacher 112 3,172 0 12 Jan 2023
A Recipe for Global Convergence Guarantee in Deep Neural Networks Kenji Kawaguchi Qingyun Sun 39 12 0 12 Apr 2021
COVID-19 detection using chest X-rays: is lung segmentation important for generalization? P. R. Bassi R. Attux 52 11 0 12 Apr 2021
NetAdaptV2: Efficient Neural Architecture Search with Fast Super-Network Training and Architecture Optimization Tien-Ju Yang Yi-Lun Liao Vivienne Sze 57 55 0 31 Mar 2021
Self-Regression Learning for Blind Hyperspectral Image Fusion Without Label Wu Wang Yue Huang Xin Ding 19 2 0 31 Mar 2021
Identity-Aware CycleGAN for Face Photo-Sketch Synthesis and Recognition Yuke Fang Jiani Hu Weihong Deng CVBM GAN 44 114 0 30 Mar 2021
Learning Universal Shape Dictionary for Realtime Instance Segmentation Tutian Tang Wenqiang Xu Ruolin Ye Lixin Yang Cewu Lu 37 2 0 02 Dec 2020
Semi-Supervised Noisy Student Pre-training on EfficientNet Architectures for Plant Pathology Classification Sedrick Scott Keh 28 8 0 01 Dec 2020
Deep learning model trained on mobile phone-acquired frozen section images effectively detects basal cell carcinoma Junli Cao Bo Shen Junyan Wu M. S. Jing W. Zhang ... M. D. Ph. D. Limin Yu M. D. M. S MedIm 27 1 0 22 Nov 2020
A System for Automatic Rice Disease Detection from Rice Paddy Images Serviced via a Chatbot Pitchayagan Temniranrat Kantip Kiratiratanapruk Apichon Kitvimonrat W. Sinthupinyo S. Patarapuwadol 22 67 0 21 Nov 2020
Deep Learning Framework to Detect Face Masks from Video Footage A. Joshi S. Joshi Goutham Kanahasabai Rudraksh Kapil Savyasachi Gupta CVBM 30 49 0 04 Nov 2020
Dynamically Throttleable Neural Networks (TNN) Hengyue Liu Samyak Parajuli Jesse Hostetler S. Chai B. Bhanu 44 4 0 01 Nov 2020
Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scans Paschalis A. Bizopoulos N. Vretos P. Daras 52 17 0 10 Sep 2020
Are there any óbject detectors' in the hidden layers of CNNs trained to identify objects or scenes? E. Gale Nicholas Martin R. Blything Anh Nguyen J. Bowers 54 14 0 02 Jul 2020
PropagationNet: Propagate Points to Curve to Learn Structure Information Xiehe Huang Weihong Deng Haifeng Shen Xiubao Zhang Jieping Ye 3DPC CVBM 58 24 0 25 Jun 2020
A Novel and Reliable Deep Learning Web-Based Tool to Detect COVID-19 Infection from Chest CT-Scan Abdolkarim Saeedi Maryam Saeedi Arash Maghsoudi 33 29 0 24 Jun 2020
NeuralScale: Efficient Scaling of Neurons for Resource-Constrained Deep Neural Networks Eugene Lee Chen-Yi Lee 34 14 0 23 Jun 2020
Deep feature fusion for self-supervised monocular depth prediction V. Kaushik Brejesh Lall SSL MDE 29 3 0 16 May 2020
Cross-domain Detection via Graph-induced Prototype Alignment Minghao Xu Hang Wang Bingbing Ni Qi Tian Wenjun Zhang ObjD OOD 108 241 0 28 Mar 2020
Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation Yangtao Zheng Di Huang Songtao Liu Yunhong Wang ObjD 194 201 0 23 Mar 2020
Exploring Categorical Regularization for Domain Adaptive Object Detection Chang-Dong Xu Xingjie Zhao Xin Jin Xiu-Shen Wei OOD ObjD 172 287 0 20 Mar 2020
Harmonizing Transferability and Discriminability for Adapting Object Detectors Chaoqi Chen Zebiao Zheng Xinghao Ding Yue Huang Qi Dou 78 274 0 13 Mar 2020
iFAN: Image-Instance Full Alignment Networks for Adaptive Object Detection Chenfan Zhuang Xintong Han Weilin Huang Matthew R. Scott OOD 74 81 0 09 Mar 2020
Domain Adaptation for Object Detection via Style Consistency A. L. Rodríguez K. Mikolajczyk ObjD TTA 37 94 0 22 Nov 2019
Unsupervised Domain Adaptation for Object Detection via Cross-Domain Semi-Supervised Learning Fuxun Yu Di Wang Yinpeng Chen Nikolaos Karianakis Tong Shen Pei Yu Dimitrios Lymberopoulos Sidi Lu Weisong Shi Xiang Chen 50 33 0 17 Nov 2019
SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses Zhiqiang Shen Harsh Maheshwari Weichen Yao Marios Savvides ObjD 71 93 0 06 Nov 2019
Progressive Domain Adaptation for Object Detection Han-Kai Hsu Chun-Han Yao Yi-Hsuan Tsai Wei-Chih Hung Hung-Yu Tseng M. Singh Ming-Hsuan Yang ObjD 98 311 0 24 Oct 2019
Deformable Kernel Networks for Joint Image Filtering Beomjun Kim Jean Ponce Bumsub Ham 63 129 0 17 Oct 2019
Self-Training and Adversarial Background Regularization for Unsupervised Domain Adaptive One-Stage Object Detection Seunghyeon Kim Jaehoon Choi Taekyung Kim Changick Kim 68 192 0 02 Sep 2019
R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object Xue Yang Junchi Yan Qingqing Liu Ang Li ObjD 84 885 0 15 Aug 2019
Recent Advances in Deep Learning for Object Detection Xiongwei Wu Doyen Sahoo Guosheng Lin VLM ObjD 53 813 0 10 Aug 2019
Extract and Merge: Merging extracted humans from different images utilizing Mask R-CNN Asati Minkesh Kraisittipong Worranitta Miyachi Taizo 3DH 36 1 0 01 Aug 2019
Multi-adversarial Faster-RCNN for Unrestricted Object Detection Zhenwei He Lei Zhang ObjD 68 323 0 24 Jul 2019
DR Loss: Improving Object Detection by Distributional Ranking Qi Qian Lei Chen Hao Li Rong Jin 34 70 0 23 Jul 2019
Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night Vinicius F. Arruda T. M. Paixão Rodrigo Berriel Alberto F. de Souza C. Badue N. Sebe Thiago Oliveira-Santos ViT 46 104 0 19 Jul 2019
A Survey of Deep Learning-based Object Detection L. Jiao Fan Zhang Fang Liu Shuyuan Yang Lingling Li Zhixi Feng Rong Qu ObjD 57 969 0 11 Jul 2019
EXTD: Extremely Tiny Face Detector via Iterative Filter Reuse Y. Yoo Dongyoon Han Sangdoo Yun CVBM 53 43 0 15 Jun 2019
DiCENet: Dimension-wise Convolutions for Efficient Networks Sachin Mehta Hannaneh Hajishirzi Mohammad Rastegari 66 43 0 08 Jun 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 135 18,106 0 28 May 2019
Borrow from Anywhere: Pseudo Multi-modal Object Detection in Thermal Imagery Chaitanya Devaguptapu Ninad Akolekar Manuj Sharma V. Balasubramanian 36 123 0 21 May 2019
Diversify and Match: A Domain Adaptive Representation Learning Paradigm for Object Detection Taekyung Kim Minki Jeong Seunghyeon Kim Seokeon Choi Changick Kim 69 302 0 14 May 2019
Object Detection in 20 Years: A Survey Zhengxia Zou Keyan Chen Zhenwei Shi Yuhong Guo Jieping Ye VLM ObjD AI4TS 89 2,362 0 13 May 2019
Exploring Object Relation in Mean Teacher for Cross-Domain Detection Qi Cai Yingwei Pan Chong-Wah Ngo Xinmei Tian Ling-yu Duan Ting Yao ViT OOD 70 308 0 25 Apr 2019
Towards Accurate One-Stage Object Detection with AP-Loss Kean Chen Jianguo Li Weiyao Lin John See Ji Wang Ling-yu Duan Zhibo Chen Changwei He Junni Zou ObjD 63 112 0 12 Apr 2019
Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution Yunpeng Chen Haoqi Fan Bing Xu Zhicheng Yan Yannis Kalantidis Marcus Rohrbach Shuicheng Yan Jiashi Feng 98 559 0 10 Apr 2019
Prime Sample Attention in Object Detection Yuhang Cao Kai-xiang Chen Chen Change Loy Dahua Lin ObjD 45 202 0 09 Apr 2019
Libra R-CNN: Towards Balanced Learning for Object Detection Jiangmiao Pang Kai-xiang Chen Jianping Shi H. Feng Wanli Ouyang Dahua Lin ObjD 78 1,292 0 04 Apr 2019
A Robust Learning Approach to Domain Adaptive Object Detection Mehran Khodabandeh Arash Vahdat Mani Ranjbar W. Macready ObjD OOD TTA 48 245 0 04 Apr 2019
FCOS: Fully Convolutional One-Stage Object Detection Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 121 5,007 0 02 Apr 2019
PyramidBox++: High Performance Detector for Finding Tiny Face Zhihang Li Xu Tang Junyu Han Jingtuo Liu Ran He ObjD CVBM 120 45 0 31 Mar 2019