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EfficientDet: Scalable and Efficient Object Detection

20 November 2019

Mingxing Tan

Ruoming Pang

Quoc V. Le

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Papers citing "EfficientDet: Scalable and Efficient Object Detection"

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Title
Improving Object Detection with Selective Self-supervised Self-training Yandong Li Di Huang Danfeng Qin Liqiang Wang Boqing Gong 115 65 0 17 Jul 2020
Proactive Network Maintenance using Fast, Accurate Anomaly Localization and Classification on 1-D Data Series J. Zhu K. Sundaresan J. Rupe 17 9 0 17 Jul 2020
On Adversarial Robustness: A Neural Architecture Search perspective Chaitanya Devaguptapu Devansh Agarwal Gaurav Mittal Pulkit Gopalani V. Balasubramanian OOD AAML 68 34 0 16 Jul 2020
EfficientHRNet: Efficient Scaling for Lightweight High-Resolution Multi-Person Pose Estimation Christopher Neff A. Sheth Steven Furgurson Hamed Tabkhi 3DH 74 27 0 16 Jul 2020
A Refined Deep Learning Architecture for Diabetic Foot Ulcers Detection Manu Goyal Saeed Hassanpour MedIm 48 20 0 15 Jul 2020
A Vision-based Social Distancing and Critical Density Detection System for COVID-19 Dongfang Yang Ekim Yurtsever Vishnu Renganathan Keith A. Redmill Ü. Özgüner 80 167 0 07 Jul 2020
Scene Graph Reasoning for Visual Question Answering Marcel Hildebrandt Hang Li Rajat Koner Volker Tresp Stephan Günnemann GNN 79 64 0 02 Jul 2020
1st Place Solution for Waymo Open Dataset Challenge -- 3D Detection and Domain Adaptation Zhuangzhuang Ding Yihan Hu Runzhou Ge Li Huang Sijia Chen Yu Wang Jie Liao 3DPC 76 28 0 28 Jun 2020
Making DensePose fast and light Ruslan Rakhimov Emil Bogomolov A. Notchenko Fung Mao Alexey Artemov Denis Zorin Evgeny Burnaev CVBM 3DH 108 5 0 26 Jun 2020
SqueezeBERT: What can computer vision teach NLP about efficient neural networks? F. Iandola Albert Eaton Shaw Ravi Krishna Kurt Keutzer VLM 90 128 0 19 Jun 2020
FCOS: A simple and strong anchor-free object detector Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 112 643 0 14 Jun 2020
HRDNet: High-resolution Detection Network for Small Objects Ziming Liu Guangyu Gao Lin Sun Zhiyuan Fang ObjD 77 108 0 13 Jun 2020
Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies Yu Huang Yue Chen 3DPC 168 85 0 10 Jun 2020
Object Detection in the DCT Domain: is Luminance the Solution? Benjamin Deguerre Clément Chatelain Gilles Gasso ObjD 53 7 0 10 Jun 2020
BS-Net: learning COVID-19 pneumonia severity on a large Chest X-Ray dataset A. Signoroni Mattia Savardi Sergio Benini Nicola Adami R. Leonardi ... F. Vaccher M. Ravanelli A. Borghesi R. Maroldi D. Farina 101 37 0 08 Jun 2020
AutoHAS: Efficient Hyperparameter and Architecture Search Xuanyi Dong Mingxing Tan Adams Wei Yu Daiyi Peng Bogdan Gabrys Quoc V. Le TPM 76 23 0 05 Jun 2020
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution Siyuan Qiao Liang-Chieh Chen Alan Yuille ObjD 127 776 0 03 Jun 2020
Poly-YOLO: higher speed, more precise detection and instance segmentation for YOLOv3 P. Hurtík Vojtech Molek Jan Hula M. Vajgl Pavel Vlasánek T. Nejezchleba SSeg ObjD 144 150 0 27 May 2020
Learning Robust Feature Representations for Scene Text Detection Sihwan Kim T. Park OOD 38 2 0 26 May 2020
RAPiD: Rotation-Aware People Detection in Overhead Fisheye Images Zhihao Duan M. Tezcan Hayato Nakamura Prakash Ishwar Janusz Konrad ObjD 81 57 0 23 May 2020
Progressive Automatic Design of Search Space for One-Shot Neural Architecture Search Xin Xia Xuefeng Xiao Xing Wang Min Zheng 70 18 0 15 May 2020
Neural Architecture Transfer Zhichao Lu Gautam Sreekumar E. Goodman W. Banzhaf Kalyanmoy Deb Vishnu Boddeti AAML 92 151 0 12 May 2020
Deep-Learning-based Automated Palm Tree Counting and Geolocation in Large Farms from Aerial Geotagged Images Adel Ammar Anis Koubaa 130 61 0 11 May 2020
A Simple Semi-Supervised Learning Framework for Object Detection Kihyuk Sohn Zizhao Zhang Chun-Liang Li Han Zhang Chen-Yu Lee Tomas Pfister 130 500 0 10 May 2020
Cheaper Pre-training Lunch: An Efficient Paradigm for Object Detection Dongzhan Zhou Xinchi Zhou Hongwen Zhang Shuai Yi Wanli Ouyang VLM 94 16 0 25 Apr 2020
DFUC2020: Analysis Towards Diabetic Foot Ulcer Detection B. Cassidy N. Reeves P. Joseph David Gillespie C. O'Shea ... A. Boulton D. Armstrong B. Najafi Justina Wu Moi Hoon Yap 71 25 0 24 Apr 2020
YOLOv4: Optimal Speed and Accuracy of Object Detection Alexey Bochkovskiy Chien-Yao Wang H. Liao VLM ObjD 180 12,354 0 23 Apr 2020
Knowing what you know: valid and validated confidence sets in multiclass and multilabel prediction Maxime Cauchois Suyash Gupta John C. Duchi 171 14 0 21 Apr 2020
DriftNet: Aggressive Driving Behavior Classification using 3D EfficientNet Architecture Alam Noor Bilel Benjdira Adel Ammar Anis Koubaa 24 9 0 18 Apr 2020
A Survey of Deep Learning for Scientific Discovery M. Raghu Erica Schmidt OOD AI4CE 182 123 0 26 Mar 2020
ASFD: Automatic and Scalable Face Detector Bin Zhang Jian Li Yabiao Wang Ying Tai Chengjie Wang Jilin Li Feiyue Huang Yili Xia Wenjiang Pei Rongrong Ji CVBM 90 1 0 25 Mar 2020
GeoGraph: Learning graph-based multi-view object detection with geometric cues end-to-end A. Nassar Stefano Dáronco Sébastien Lefèvre Jan Dirk Wegner ObjD 42 3 0 23 Mar 2020
U-Det: A Modified U-Net architecture with bidirectional feature network for lung nodule segmentation Nikhil Varma Keetha P. SamsonAnoshBabu Chandra Sekhara Rao Annavarapu 45 38 0 20 Mar 2020
DELTAS: Depth Estimation by Learning Triangulation And densification of Sparse points Ayan Sinha Zak Murez James Bartolozzi Vijay Badrinarayanan Andrew Rabinovich 3DV 3DPC 51 3 0 19 Mar 2020
SlimConv: Reducing Channel Redundancy in Convolutional Neural Networks by Weights Flipping Jiaxiong Qiu Cai Chen Shuaicheng Liu B. Zeng 113 41 0 16 Mar 2020
Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild Xin Chen Lingxi Xie Jun Wu Qi Tian 137 96 0 23 Dec 2019
A Feasible Framework for Arbitrary-Shaped Scene Text Recognition Jinjin Zhang Wei Wang Di Huang Qingjie Liu Yunhong Wang 58 4 0 10 Dec 2019
Domain-independent Dominance of Adaptive Methods Pedro H. P. Savarese David A. McAllester Sudarshan Babu Michael Maire ODL 85 22 0 04 Dec 2019
Training Multi-Object Detector by Estimating Bounding Box Distribution for Input Image Jaeyoung Yoo Hojun Lee Ahmed Abdulaal André Altmann James Cole ObjD 125 5 0 28 Nov 2019
Empirical Upper Bound in Object Detection and More Ali Borji Seyed Mehdi Iranmanesh VLM ObjD 87 24 0 27 Nov 2019
Aerial Images Processing for Car Detection using Convolutional Neural Networks: Comparison between Faster R-CNN and YoloV3 Adel Ammar Anis Koubaa Mohanned Ahmed Abdulrahman Saad Bilel Benjdira 115 91 0 16 Oct 2019
AutoML: A Survey of the State-of-the-Art Xin He Kaiyong Zhao Xiaowen Chu 194 1,480 0 02 Aug 2019
Learning Data Augmentation Strategies for Object Detection Barret Zoph E. D. Cubuk Golnaz Ghiasi Nayeon Lee Jonathon Shlens Quoc V. Le 108 534 0 26 Jun 2019
Topology-based Representative Datasets to Reduce Neural Network Training Resources Rocio Gonzalez-Diaz Miguel A. Gutiérrez-Naranjo Eduardo Paluzo-Hidalgo DD 67 9 0 20 Mar 2019
Semantic Driven Multi-Camera Pedestrian Detection Alejandro López-Cifuentes Marcos Escudero-Viñolo Jesús Bescós Pablo Carballeira 91 26 0 27 Dec 2018