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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
Small or Far Away? Exploiting Deep Super-Resolution and Altitude Data for Aerial Animal Surveillance Mowen Xue Theo Greenslade Majid Mirmehdi T. Burghardt 53 6 0 12 Nov 2021
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Natural Adversarial Objects Felix Lau Nishant Subramani Sasha Harrison Aerin Kim E. Branson Rosanne Liu 100 7 0 07 Nov 2021
Solving Traffic4Cast Competition with U-Net and Temporal Domain Adaptation V. Konyakhin N. Lukashina A. Shpilman OOD 44 3 0 05 Nov 2021
Remote Sensing Image Super-resolution and Object Detection: Benchmark and State of the Art Yi Wang S. M. A. Bashir Mahrukh Khan Qudrat Ullah Rui Wang Yilin Song Zhe Guo Yilong Niu 128 153 0 05 Nov 2021
Bootstrap Your Object Detector via Mixed Training Mengde Xu Zheng Zhang Fangyun Wei Yutong Lin Yue Cao Stephen Lin Han Hu Xiang Bai ObjD 80 6 0 04 Nov 2021
Detect-and-Segment: a Deep Learning Approach to Automate Wound Image Segmentation G. Scebba Jia Zhang Sabrina Catanzaro C. Mihai O. Distler M. Berli W. Karlen 66 60 0 02 Nov 2021
Feature Aggregation and Refinement Network for 2D AnatomicalLandmark Detection Yueyuan Ao Hong Wu 3DPC MedIm 56 20 0 01 Nov 2021
Cross-Modality Fusion Transformer for Multispectral Object Detection Q. Fang D. Han Zhaokui Wang ViT 99 156 0 30 Oct 2021
BitTrain: Sparse Bitmap Compression for Memory-Efficient Training on the Edge Abdelrahman I. Hosny Marina Neseem Sherief Reda MQ 97 4 0 29 Oct 2021
HR-RCNN: Hierarchical Relational Reasoning for Object Detection Hao Chen Abhinav Shrivastava 66 1 0 26 Oct 2021
YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs Prakhar Ganesh Yao Chen Yin Yang Deming Chen Marianne Winslett ObjD 3DH 65 37 0 26 Oct 2021
A Normalized Gaussian Wasserstein Distance for Tiny Object Detection Jinwang Wang Chang Xu Wen Yang Lei Yu 109 328 0 26 Oct 2021
NAS-FCOS: Efficient Search for Object Detection Architectures Ning Wang Yang Gao Hao Chen Peng Wang Zhi Tian Chunhua Shen Yanning Zhang ObjD 119 19 0 24 Oct 2021
RCNet: Reverse Feature Pyramid and Cross-scale Shift Network for Object Detection Zhuofan Zong Qianggang Cao B. Leng ObjD 76 14 0 23 Oct 2021
Automatic Detection of Injection and Press Mold Parts on 2D Drawing Using Deep Neural Network Junseok Lee Jongwon Kim Jumi Park S. Back S. Bak Kyoobin Lee 27 3 0 22 Oct 2021
ESOD:Edge-based Task Scheduling for Object Detection Yihao Wang Ling Gao Jie Ren Rui Cao Hai Wang Jie Zheng Quanli Gao 34 0 0 20 Oct 2021
Model Composition: Can Multiple Neural Networks Be Combined into a Single Network Using Only Unlabeled Data? Amin Banitalebi-Dehkordi Xinyu Kang Yong Zhang MoMe 65 2 0 20 Oct 2021
Repaint: Improving the Generalization of Down-Stream Visual Tasks by Generating Multiple Instances of Training Examples Amin Banitalebi-Dehkordi Yong Zhang 72 7 0 20 Oct 2021
EBJR: Energy-Based Joint Reasoning for Adaptive Inference Mohammad Akbari Amin Banitalebi-Dehkordi Yong Zhang BDL MQ 82 7 0 20 Oct 2021
Alleviating Noisy-label Effects in Image Classification via Probability Transition Matrix Ziqi Zhang Yuexiang Li Hongxin Wei Kai Ma Tao Xu Yefeng Zheng NoLa 76 5 0 17 Oct 2021
RelationRS: Relationship Representation Network for Object Detection in Aerial Images Zhiming Liu Xuefei Zhang Chongyang Liu Hao Wang Chao Sun ... Pu Huang Qingjun Li Yong Liu H. Kuang J. Xiu 84 6 0 13 Oct 2021
Plugging Self-Supervised Monocular Depth into Unsupervised Domain Adaptation for Semantic Segmentation Adriano Cardace Luca de Luigi Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 128 20 0 13 Oct 2021
Can machines learn to see without visual databases? Alessandro Betti Marco Gori S. Melacci Marcello Pelillo Fabio Roli VLM 82 3 0 12 Oct 2021
Neural Architecture Search for Efficient Uncalibrated Deep Photometric Stereo Francesco Sarno Suryansh Kumar Berk Kaya Zhiwu Huang V. Ferrari Luc Van Gool 68 8 0 11 Oct 2021
Data-driven approaches for predicting spread of infectious diseases through DINNs: Disease Informed Neural Networks Sagi Shaier M. Raissi P. Seshaiyer PINN AI4CE 104 26 0 11 Oct 2021
Trident Pyramid Networks: The importance of processing at the feature pyramid level for better object detection Cédric Picron Tinne Tuytelaars 59 5 0 08 Oct 2021
Multi-Scale Convolutional Neural Network for Automated AMD Classification using Retinal OCT Images S. Sotoudeh-Paima Ata Jodeiri Fedra Hajizadeh H. Soltanian-Zadeh MedIm 46 68 0 06 Oct 2021
Objects in Semantic Topology Shuo Yang Pei Sun Yi Jiang Xiaobo Xia Ruiheng Zhang Zehuan Yuan Changhu Wang Ping Luo Min Xu ObjD 161 29 0 06 Oct 2021
Mask or Non-Mask? Robust Face Mask Detector via Triplet-Consistency Representation Learning Chunxi Yang Thanh Hai Phung Hong-Han Shuai Wen-Huang Cheng CVBM 84 14 0 01 Oct 2021
A Step Towards Efficient Evaluation of Complex Perception Tasks in Simulation Jonathan Sadeghi Blaine Rogers James Gunn Thomas Saunders Sina Samangooei P. Dokania John Redford 80 8 0 28 Sep 2021
UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery Libo Wang Rui Li Ce Zhang Shenghui Fang Chenxi Duan Xiaoliang Meng P. M. Atkinson ViT 127 683 0 18 Sep 2021
Dense Pruning of Pointwise Convolutions in the Frequency Domain Mark Buckler Neil Adit Yuwei Hu Zhiru Zhang Adrian Sampson 3DPC 53 2 0 16 Sep 2021
Progressive Hard-case Mining across Pyramid Levels for Object Detection Binghong Wu Yehui Yang Dalu Yang Junde Wu Xiaorong Wang Haifeng Huang Lei Wang Yanwu Xu ObjD 35 0 0 15 Sep 2021
A Deep Learning Approach for Masking Fetal Gender in Ultrasound Images A. Borundiya Arshak Navruzyan Dennis Igoschev F. C. Oughali H. Pasupuleti Mike Fuller Vinay Kanigicherla T. Kashyap Rishabh Chaurasia Sonali Vinod Jain MedIm 29 0 0 14 Sep 2021
Adversarially Trained Object Detector for Unsupervised Domain Adaptation Kazuma Fujii Hiroshi Kera K. Kawamoto ObjD AAML 79 3 0 13 Sep 2021
A Comprehensive Approach for UAV Small Object Detection with Simulation-based Transfer Learning and Adaptive Fusion Rui Chen Youwei Guo Huafei Zheng Hongyu Jiang 80 15 0 04 Sep 2021
MitoDet: Simple and robust mitosis detection Jakob Dexl M. Benz Volker Bruns P. Kuritcyn Thomas Wittenberg 54 3 0 02 Sep 2021
FOVEA: Foveated Image Magnification for Autonomous Navigation Chittesh Thavamani Mengtian Li N. Cebron Deva Ramanan 76 32 0 27 Aug 2021
Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics Wuyang Chen Xinyu Gong Junru Wu Yunchao Wei Humphrey Shi Zhicheng Yan Yi Yang Zhangyang Wang 78 10 0 26 Aug 2021
A Comparison of Deep Saliency Map Generators on Multispectral Data in Object Detection Jens Bayer David Munch Michael Arens 3DPC 66 4 0 26 Aug 2021
TPH-YOLOv5: Improved YOLOv5 Based on Transformer Prediction Head for Object Detection on Drone-captured Scenarios Xingkui Zhu Shuchang Lyu Xu Wang Qi Zhao 69 1,247 0 26 Aug 2021
Marine vessel tracking using a monocular camera Tobias Jacob Raffaele Galliera Muddasar Ali S. Bagui 100 3 0 23 Aug 2021
Deep neural networks approach to microbial colony detection -- a comparative analysis Sylwia Majchrowska J. Pawlowski Natalia Czerep Aleksander Górecki Jakub Kuciñski Tomasz Golan 53 5 0 23 Aug 2021
An Information Theory-inspired Strategy for Automatic Network Pruning Xiawu Zheng Yuexiao Ma Teng Xi Gang Zhang Errui Ding Yuchao Li Jie Chen Yonghong Tian Rongrong Ji 196 13 0 19 Aug 2021
Multi-patch Feature Pyramid Network for Weakly Supervised Object Detection in Optical Remote Sensing Images Pourya Shamsolmoali Jocelyn Chanussot Masoumeh Zareapoor Huiyu Zhou Jie Yang ObjD 88 29 0 18 Aug 2021
Practical X-ray Gastric Cancer Diagnostic Support Using Refined Stochastic Data Augmentation and Hard Boundary Box Training Hideaki Okamoto Takakiyo Nomura K. Nabeshima Jun Hashimoto Hitoshi Iyatomi Hitoshi Iyatomi 31 0 0 18 Aug 2021
BN-NAS: Neural Architecture Search with Batch Normalization Boyu Chen Peixia Li Baopu Li Chen Lin Chuming Li Ming Sun Junjie Yan Wanli Ouyang 82 31 0 16 Aug 2021
Towards Real-World Prohibited Item Detection: A Large-Scale X-ray Benchmark Boying Wang Libo Zhang Longyin Wen Xianglong Liu Yanjun Wu 89 85 0 16 Aug 2021
Mobile-Former: Bridging MobileNet and Transformer Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Xiaoyi Dong Lu Yuan Zicheng Liu ViT 278 494 0 12 Aug 2021