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EfficientDet: Scalable and Efficient Object Detection

20 November 2019

Mingxing Tan

Ruoming Pang

Quoc V. Le

ArXiv (abs)PDF HTML Github (6373★)

Papers citing "EfficientDet: Scalable and Efficient Object Detection"

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Title
Robotic Waste Sorter with Agile Manipulation and Quickly Trainable Detector Takuya Kiyokawa Hiroki Katayama Yuya Tatsuta Jun Takamatsu T. Ogasawara 47 13 0 02 Apr 2021
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Anchor Pruning for Object Detection Maxim Bonnaerens Matthias Anton Freiberger J. Dambre ObjD 3DPC 44 14 0 01 Apr 2021
EfficientNetV2: Smaller Models and Faster Training Mingxing Tan Quoc V. Le EgoV 155 2,757 0 01 Apr 2021
Two-phase weakly supervised object detection with pseudo ground truth mining Jun Wang WSOD 36 0 0 01 Apr 2021
Joint Learning of Neural Transfer and Architecture Adaptation for Image Recognition Guangrun Wang Liang Lin Rongcong Chen Guangcong Wang Jiqi Zhang OOD 47 10 0 31 Mar 2021
Thinking Fast and Slow: Efficient Text-to-Visual Retrieval with Transformers Antoine Miech Jean-Baptiste Alayrac Ivan Laptev Josef Sivic Andrew Zisserman ViT 97 139 0 30 Mar 2021
Product Inspection Methodology via Deep Learning: An Overview Tae-Hyun Kim Hye-Rin Kim Yeong-Jun Cho 60 15 0 30 Mar 2021
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MISA: Online Defense of Trojaned Models using Misattributions Panagiota Kiourti Wenchao Li Anirban Roy Karan Sikka Susmit Jha 56 10 0 29 Mar 2021
Distilling Object Detectors via Decoupled Features Jianyuan Guo Kai Han Yunhe Wang Han Wu Xinghao Chen Chunjing Xu Chang Xu 113 203 0 26 Mar 2021
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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 517 21,782 0 25 Mar 2021
USB: Universal-Scale Object Detection Benchmark Yosuke Shinya ObjD 113 13 0 25 Mar 2021
GridDehazeNet+: An Enhanced Multi-Scale Network with Intra-Task Knowledge Transfer for Single Image Dehazing Xiaohong Liu Zhihao Shi Zijun Wu Jun Chen 65 28 0 25 Mar 2021
Addressing catastrophic forgetting for medical domain expansion Sharut Gupta Praveer Singh Ken Chang Liangqiong Qu M. Aggarwal ... J. Patel Charles Lu Christopher P. Bridge D. Rubin Jayashree Kalpathy-Cramer OOD 84 16 0 24 Mar 2021
Robust and Accurate Object Detection via Adversarial Learning Xiangning Chen Cihang Xie Mingxing Tan Li Zhang Cho-Jui Hsieh Boqing Gong AAML 72 72 0 23 Mar 2021
Salient Image Matting Rahul Deora Rishabh Sharma D. Raj 42 9 0 23 Mar 2021
Efficient sign language recognition system and dataset creation method based on deep learning and image processing Alvaro Leandro Cavalcante Carneiro Lucas de Brito Silva Denis Henrique Pinheiro Salvadeo SLR 43 6 0 22 Mar 2021
Control Distance IoU and Control Distance IoU Loss Function for Better Bounding Box Regression Dong Chen Duoqian Miao 32 18 0 22 Mar 2021
Toward Compact Deep Neural Networks via Energy-Aware Pruning Seul-Ki Yeom Kyung-Hwan Shim Jee-Hyun Hwang CVBM 63 13 0 19 Mar 2021
CE-FPN: Enhancing Channel Information for Object Detection Yihao Luo Xiang Cao Juntao Zhang Xiang Cao Jingjuan Guo Haibo Shen Tianjiang Wang Qi Feng ObjD 60 152 0 19 Mar 2021
Revisiting the Loss Weight Adjustment in Object Detection Wenxin Yu Yucheng Hu Tianxiang Lan Dong Yin 100 2 0 17 Mar 2021
You Only Look One-level Feature Qiang Chen Yingming Wang Tong Yang Xinming Zhang Jian Cheng Jian Sun ObjD 72 525 0 17 Mar 2021
QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection Chenhongyi Yang Zehao Huang Naiyan Wang ObjD 119 235 0 16 Mar 2021
Revisiting Dynamic Convolution via Matrix Decomposition Yunsheng Li Yinpeng Chen Xiyang Dai Mengchen Liu Dongdong Chen Ye Yu Lu Yuan Zicheng Liu Mei Chen Nuno Vasconcelos 84 68 0 15 Mar 2021
Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge Distillation Mingi Ji Seungjae Shin Seunghyun Hwang Gibeom Park Il-Chul Moon 60 124 0 15 Mar 2021
Probabilistic two-stage detection Xingyi Zhou V. Koltun Philipp Krahenbuhl ObjD 103 226 0 12 Mar 2021
CRFace: Confidence Ranker for Model-Agnostic Face Detection Refinement Noranart Vesdapunt Baoyuan Wang CVBM 75 14 0 12 Mar 2021
PatchNet -- Short-range Template Matching for Efficient Video Processing Huizi Mao Sibo Zhu Song Han W. Dally VOS 56 5 0 10 Mar 2021
FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding Bo Sun Banghuai Li Shengcai Cai Ye Yuan Fangqiu Yi 124 378 0 10 Mar 2021
Pixel-wise Anomaly Detection in Complex Driving Scenes Giancarlo Di Biase Hermann Blum Roland Siegwart Cesar Cadena UQCV 80 156 0 09 Mar 2021
OPANAS: One-Shot Path Aggregation Network Architecture Search for Object Detection Tingting Liang Yongtao Wang Zhi Tang Guosheng Hu Haibin Ling ObjD 87 51 0 08 Mar 2021
Split Computing and Early Exiting for Deep Learning Applications: Survey and Research Challenges Yoshitomo Matsubara Marco Levorato Francesco Restuccia 120 215 0 08 Mar 2021
Perspectives and Prospects on Transformer Architecture for Cross-Modal Tasks with Language and Vision Andrew Shin Masato Ishii T. Narihira 140 39 0 06 Mar 2021
There is More than Meets the Eye: Self-Supervised Multi-Object Detection and Tracking with Sound by Distilling Multimodal Knowledge Francisco Rivera Valverde Juana Valeria Hurtado Abhinav Valada 95 73 0 01 Mar 2021
Perspectives on individual animal identification from biology and computer vision Maxime Vidal Nathan Wolf B. Rosenberg B. Harris Alexander Mathis 76 64 0 28 Feb 2021
Uncertainty-Aware Unsupervised Domain Adaptation in Object Detection Dayan Guan Jiaxing Huang Aoran Xiao Shijian Lu Yanpeng Cao 267 118 0 27 Feb 2021
Tails: Chasing Comets with the Zwicky Transient Facility and Deep Learning D. Duev Bryce T. Bolin Matthew J. Graham Michael S. P. Kelley Ashish Mahabal ... Frank J. Masci Thomas A. Prince Reed Riddle Maayane T. Soumagnac Stéfan J. van der Walt 23 9 0 26 Feb 2021
On the Visual-based Safe Landing of UAVs in Populated Areas: a Crucial Aspect for Urban Deployment J. Gonzalez-Trejo D. Mercado-Ravell Israel Becerra Rafael Murrieta-Cid 82 22 0 26 Feb 2021
Rethinking Natural Adversarial Examples for Classification Models Xiao-Li Li Jianmin Li Ting Dai Jie Shi Jun Zhu Xiaolin Hu AAML VLM 128 13 0 23 Feb 2021
Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective Wuyang Chen Xinyu Gong Zhangyang Wang OOD 177 239 0 23 Feb 2021
A Metamodel and Framework for Artificial General Intelligence From Theory to Practice Hugo Latapie Özkan Kiliç Gaowen Liu Yan Yan Ramana Rao Kompella Pei Wang K. Thórisson Adam Lawrence Yuhong Sun Jayanth Srinivasa AI4CE 61 9 0 11 Feb 2021
ABOShips -- An Inshore and Offshore Maritime Vessel Detection Dataset with Precise Annotations B. Iancu V. Soloviev Luca Zelioli J. Lilius 72 48 0 11 Feb 2021
Online Clustering-based Multi-Camera Vehicle Tracking in Scenarios with overlapping FOVs Elena Luna Juan C. Sanmiguel Jose M. Martínez Marcos Escudero-Viñolo 31 20 0 08 Feb 2021
DetectorGuard: Provably Securing Object Detectors against Localized Patch Hiding Attacks Chong Xiang Prateek Mittal AAML 110 53 0 05 Feb 2021
U-LanD: Uncertainty-Driven Video Landmark Detection Mohammad Jafari C. Luong Michael Y. Tsang A. Gu N. V. Woudenberg R. Rohling T. Tsang Purang Abolmaesumi 75 13 0 02 Feb 2021
Gaining Scale Invariance in UAV Bird's Eye View Object Detection by Adaptive Resizing Martin Messmer Benjamin Kiefer A. Zell 73 13 0 29 Jan 2021
Diminishing Domain Bias by Leveraging Domain Labels in Object Detection on UAVs Benjamin Kiefer Martin Messmer A. Zell 112 10 0 29 Jan 2021
Bottleneck Transformers for Visual Recognition A. Srinivas Nayeon Lee Niki Parmar Jonathon Shlens Pieter Abbeel Ashish Vaswani SLR 375 997 0 27 Jan 2021