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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
Zero Cost Improvements for General Object Detection Network Shaohua Wang Yaping Dai ObjD 16 0 0 16 Nov 2020
Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning Debesh Jha Sharib Ali Nikhil Kumar Tomar Haavard D. Johansen Dag Johansen J. Rittscher Michael A. Riegler Pål Halvorsen 74 67 0 15 Nov 2020
Optimized Loss Functions for Object detection: A Case Study on Nighttime Vehicle Detection Shang Jiang Haoran Qin Binglin Zhang Jieyu Zheng 77 10 0 11 Nov 2020
EfficientPose: An efficient, accurate and scalable end-to-end 6D multi object pose estimation approach Yannick Bukschat Marcus Vetter 66 110 0 09 Nov 2020
RetinaGAN: An Object-aware Approach to Sim-to-Real Transfer Daniel Ho Kanishka Rao Zhuo Xu Eric Jang Mohi Khansari Yunfei Bai GAN LM&Ro 85 104 0 06 Nov 2020
Fast Object Detection with Latticed Multi-Scale Feature Fusion Yue Shi Bo Jiang Zhengping Che Jian-Bo Tang ObjD 24 0 0 05 Nov 2020
Uncertainty-Aware Voxel based 3D Object Detection and Tracking with von-Mises Loss Yuanxin Zhong Minghan Zhu H. Peng 53 8 0 04 Nov 2020
Effective Fusion Factor in FPN for Tiny Object Detection Yuqi Gong Xuehui Yu Yao Ding Xiaoke Peng Jian-jun Zhao Zhenjun Han ObjD 72 225 0 04 Nov 2020
Facial UV Map Completion for Pose-invariant Face Recognition: A Novel Adversarial Approach based on Coupled Attention Residual UNets In Seop Na C. Tran Dung Nguyen S. Dinh CVBM 32 11 0 02 Nov 2020
Brain tumor segmentation with self-ensembled, deeply-supervised 3D U-net neural networks: a BraTS 2020 challenge solution T. Henry Alexandre Carré Marvin Lerousseau Théo Estienne C. Robert Nikos Paragios Eric Deutsch 45 80 0 30 Oct 2020
Auto-Panoptic: Cooperative Multi-Component Architecture Search for Panoptic Segmentation Yangxin Wu Gengwei Zhang Hang Xu Xiaodan Liang Liang Lin 67 21 0 30 Oct 2020
PyraPose: Feature Pyramids for Fast and Accurate Object Pose Estimation under Domain Shift S. Thalhammer M. Leitner T. Patten Markus Vincze OOD 54 23 0 30 Oct 2020
Road Damage Detection and Classification with Detectron2 and Faster R-CNN Vung V. Pham Chau Pham Tommy Dang 36 84 0 28 Oct 2020
Object Hider: Adversarial Patch Attack Against Object Detectors Yusheng Zhao Huanqian Yan Xingxing Wei AAML 65 30 0 28 Oct 2020
Hierarchical Neural Architecture Search for Deep Stereo Matching Xuelian Cheng Yiran Zhong Mehrtash Harandi Yuchao Dai Xiaojun Chang Tom Drummond Hongdong Li Zongyuan Ge 3DV 101 358 0 26 Oct 2020
Efficient Scale-Permuted Backbone with Learned Resource Distribution Xianzhi Du Nayeon Lee Pengchong Jin Huayu Chen Mingxing Tan Quoc V. Le Xiaodan Song 45 3 0 22 Oct 2020
Visual Navigation in Real-World Indoor Environments Using End-to-End Deep Reinforcement Learning Jonáš Kulhánek Erik Derner Robert Babuška 67 41 0 21 Oct 2020
ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles Ran Xu Chen-Da Liu-Zhang Pengcheng Wang Jayoung Lee Subrata Mitra Somali Chaterji Yin Li S. Bagchi 66 60 0 21 Oct 2020
Deep Learning Frameworks for Pavement Distress Classification: A Comparative Analysis Vishal Mandal Abdul Rashid Mussah Y. Adu-Gyamfi 48 53 0 21 Oct 2020
Tilting at windmills: Data augmentation for deep pose estimation does not help with occlusions Rafal Pytel O. Kayhan Jan van Gemert 3DPC 52 6 0 20 Oct 2020
ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding Yibo Yang Hongyang Li Shan You Fei Wang Chao Qian Zhouchen Lin 63 60 0 13 Oct 2020
HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis Jungil Kong Jaehyeon Kim Jaekyoung Bae 181 1,954 0 12 Oct 2020
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 357 5,130 0 08 Oct 2020
Deep Learning in Diabetic Foot Ulcers Detection: A Comprehensive Evaluation Moi Hoon Yap Ryo Hachiuma A. Alavi Raphael Brüngel B. Cassidy ... David Gillespie N. Reeves Joseph M Pappachan C. O'Shea E. Frank FedML 70 126 0 07 Oct 2020
DIRV: Dense Interaction Region Voting for End-to-End Human-Object Interaction Detection Haoshu Fang Yichen Xie Dian Shao Cewu Lu 79 57 0 02 Oct 2020
Deep4Air: A Novel Deep Learning Framework for Airport Airside Surveillance Phat Thai Sameer Alam Nimrod Lilith Phu N. Tran N. T. Binh 15 11 0 02 Oct 2020
MCW-Net: Single Image Deraining with Multi-level Connections and Wide Regional Non-local Blocks Yeachan Park Myeongho Jeon Junho Lee Myung-joo Kang 121 13 0 29 Sep 2020
Detecting soccer balls with reduced neural networks: a comparison of multiple architectures under constrained hardware scenarios Douglas De Rizzo Meneghetti T. P. D. Homem Jonas Henrique Renolfi de Oliveira I. J. Silva D. Perico Reinaldo A. C. Bianchi 32 7 0 28 Sep 2020
Towards General Purpose Geometry-Preserving Single-View Depth Estimation Mikhail Romanov Nikolay Patatkin Anna Vorontsova Sergey Nikolenko Anton Konushin Dmitry Senyushkin MDE 38 3 0 25 Sep 2020
Enhancing MRI Brain Tumor Segmentation with an Additional Classification Network Hieu T. Nguyen T. Le T. Nguyen N. T. Nguyen 80 20 0 25 Sep 2020
An original framework for Wheat Head Detection using Deep, Semi-supervised and Ensemble Learning within Global Wheat Head Detection (GWHD) Dataset Fares Fourati W. Souidène Rabah Attia 60 6 0 24 Sep 2020
Multi-Resolution Graph Neural Network for Large-Scale Pointcloud Segmentation Liuyue Xie T. Furuhata K. Shimada 3DPC 21 7 0 18 Sep 2020
Search and Rescue with Airborne Optical Sectioning D. Schedl Indrajit Kurmi Oliver Bimber 65 38 0 18 Sep 2020
Video based real-time positional tracker David Albarracín Molina Jesús Hormigo Cebolla José David Fernández 17 0 0 17 Sep 2020
The 1st Tiny Object Detection Challenge:Methods and Results Xuehui Yu Zhenjun Han Yuqi Gong Nan Jan Jian-jun Zhao ... Yuchao Yang Shuiwang Li Huan Luo Qijun Zhao Humphrey Shi 68 22 0 16 Sep 2020
VarifocalNet: An IoU-aware Dense Object Detector Haoyang Zhang Ying Wang Feras Dayoub Niko Sünderhauf ObjD 128 695 0 31 Aug 2020
NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size Xuanyi Dong Lu Liu Katarzyna Musial Bogdan Gabrys 101 165 0 28 Aug 2020
Regularized Densely-connected Pyramid Network for Salient Instance Segmentation Yu-Huan Wu Yun-Hai Liu Le Zhang Wang Gao Ming-Ming Cheng 127 38 0 28 Aug 2020
DeepSOCIAL: Social Distancing Monitoring and Infection Risk Assessment in COVID-19 Pandemic Mahdi Rezaei Mohsen Azarmi 87 155 0 26 Aug 2020
FastSal: a Computationally Efficient Network for Visual Saliency Prediction Feiyan Hu Kevin McGuinness FAtt 53 16 0 25 Aug 2020
Relevance Attack on Detectors Sizhe Chen Fan He Xiaolin Huang Kun Zhang AAML 83 17 0 16 Aug 2020
Optimized Deep Encoder-Decoder Methods for Crack Segmentation Jacob König M. Jenkins M. Mannion P. Barrie Gordon Morison 57 82 0 14 Aug 2020
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap Lingxi Xie Xin Chen Kaifeng Bi Longhui Wei Yuhui Xu ... Lanfei Wang Anxiang Xiao Jianlong Chang Xiaopeng Zhang Qi Tian ViT 101 111 0 04 Aug 2020
Object Detection and Tracking Algorithms for Vehicle Counting: A Comparative Analysis Vishal Mandal Y. Adu-Gyamfi VOT 91 60 0 31 Jul 2020
A Deep Learning-based Detector for Brown Spot Disease in Passion Fruit Plant Leaves Andrew Katumba Moses Bomera Cosmas Mwikirize Gorret Namulondo Mary Gorrt Ajero I. Ramathani Olivia Nakayima Grace Nakabonge Dorothy Okello J. Serugunda 8 4 0 28 Jul 2020
Corner Proposal Network for Anchor-free, Two-stage Object Detection Kaiwen Duan Lingxi Xie H. Qi S. Bai Qingming Huang Qi Tian ObjD 79 101 0 27 Jul 2020
Jointly Optimizing Preprocessing and Inference for DNN-based Visual Analytics Daniel Kang A. Mathur Teja Veeramacheneni Peter Bailis Matei A. Zaharia 89 44 0 25 Jul 2020
PP-YOLO: An Effective and Efficient Implementation of Object Detector Xiang Long Kaipeng Deng Guanzhong Wang Yan Zhang Qingqing Dang ... Hui Shen Jianguo Ren Shumin Han Errui Ding Shilei Wen ObjD 173 281 0 23 Jul 2020
A Solution to Product detection in Densely Packed Scenes Tianze Rong Yanjia Zhu Hongxiang Cai Yichao Xiong 57 7 0 23 Jul 2020
HMQ: Hardware Friendly Mixed Precision Quantization Block for CNNs H. Habi Roy H. Jennings Arnon Netzer MQ 72 66 0 20 Jul 2020