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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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KOLOMVERSE: KRISO open large-scale image dataset for object detection in the maritime universe Abhilasha Nanda S. Cho Hyeopwoo Lee Jinhyeok Park 98 0 0 20 Jun 2022
A Novel Long-term Iterative Mining Scheme for Video Salient Object Detection Chenglizhao Chen Heng Wang Yuming Fang Chong Peng 89 19 0 20 Jun 2022
Delving into the Scale Variance Problem in Object Detection Junliang Chen Xiaodong Zhao Linlin Shen ObjD 30 2 0 16 Jun 2022
Backbones-Review: Feature Extraction Networks for Deep Learning and Deep Reinforcement Learning Approaches O. Elharrouss Y. Akbari Noor Almaadeed S. Al-Maadeed 86 75 0 16 Jun 2022
S $^2$ -FPN: Scale-ware Strip Attention Guided Feature Pyramid Network for Real-time Semantic Segmentation Mohammed A. M. Elhassan Chunming Yang Chenxi Huang Tewodros Legesse Munea Xin Hong Abuzar B. M. Adam Amina Benabid SSeg 75 5 0 15 Jun 2022
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DSCA: A Dual-Stream Network with Cross-Attention on Whole-Slide Image Pyramids for Cancer Prognosis Pei Liu Bo Fu Feng Ye Rui Yang Bin Xu Luping Ji 76 27 0 12 Jun 2022
An Image Processing Pipeline for Camera Trap Time-Lapse Recordings M. Hilton Mark T. Yamane Leah M. Knezevich 23 0 0 10 Jun 2022
Meet You Halfway: Explaining Deep Learning Mysteries Oriel BenShmuel AAML FedML FAtt OOD 56 0 0 09 Jun 2022
Towards Understanding Why Mask-Reconstruction Pretraining Helps in Downstream Tasks Jia Pan Pan Zhou Shuicheng Yan SSL 89 18 0 08 Jun 2022
Adaptive Neural Network-based Unscented Kalman Filter for Robust Pose Tracking of Noncooperative Spacecraft T. Park Simone DÁmico 41 29 0 08 Jun 2022
DETR++: Taming Your Multi-Scale Detection Transformer Chi Zhang Lijuan Liu Xiaoxue Zang Frederick Liu Hao Zhang Xi-gang Song Jin-Duan Chen ViT 49 6 0 07 Jun 2022
YOLOv5s-GTB: light-weighted and improved YOLOv5s for bridge crack detection Ruiqiang Xiao 49 6 0 03 Jun 2022
CF-YOLO: Cross Fusion YOLO for Object Detection in Adverse Weather with a High-quality Real Snow Dataset Qiqi Ding Peng Li Xu Yan Ding Shi Luming Liang Weiming Wang H. Xie Jonathan Li Mingqiang Wei 81 35 0 03 Jun 2022
DocLayNet: A Large Human-Annotated Dataset for Document-Layout Analysis B. Pfitzmann Christoph Auer Michele Dolfi A. Nassar Peter W. J. Staar 87 91 0 02 Jun 2022
Machine Learning for Microcontroller-Class Hardware: A Review Swapnil Sayan Saha S. Sandha Mani B. Srivastava 109 125 0 29 May 2022
Penalizing Proposals using Classifiers for Semi-Supervised Object Detection S. Hazra P. Dasgupta 75 0 0 26 May 2022
Designing an Efficient End-to-end Machine Learning Pipeline for Real-time Empty-shelf Detection Dipendra Jha A. Mahjoubfar Anupama Joshi 53 4 0 25 May 2022
SIoU Loss: More Powerful Learning for Bounding Box Regression Zhora Gevorgyan 122 592 0 25 May 2022
Wavelet Feature Maps Compression for Image-to-Image CNNs Shahaf E. Finder Yair Zohav Maor Ashkenazi Eran Treister 116 22 0 24 May 2022
MolMiner: You only look once for chemical structure recognition Youjun Xu Jinchuan Xiao Chia-Han Chou Jianhang Zhang Jintao Zhu ... Zhen Zhang Shuhao Zhang Weilin Zhang L. Lai Jianfeng Pei 77 20 0 23 May 2022
QADAM: Quantization-Aware DNN Accelerator Modeling for Pareto-Optimality A. Inci Siri Garudanagiri Virupaksha Aman Jain Venkata Vivek Thallam Ruizhou Ding Diana Marculescu MQ 60 2 0 20 May 2022
Robust and Efficient Medical Imaging with Self-Supervision Shekoofeh Azizi Laura J. Culp Jan Freyberg Basil Mustafa Sebastien Baur ... Geoffrey E. Hinton N. Houlsby Alan Karthikesalingam Mohammad Norouzi Vivek Natarajan OOD 127 61 0 19 May 2022
QAPPA: Quantization-Aware Power, Performance, and Area Modeling of DNN Accelerators A. Inci Siri Garudanagiri Virupaksha Aman Jain Venkata Vivek Thallam Ruizhou Ding Diana Marculescu MQ 54 5 0 17 May 2022
CONSENT: Context Sensitive Transformer for Bold Words Classification Ionut Sandu Daniel Voinea A. Popa 31 3 0 16 May 2022
Improved-Flow Warp Module for Remote Sensing Semantic Segmentation Yinjie Zhang Yi Liu Wei Guo 93 0 0 09 May 2022
EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision Transformers Junting Pan Adrian Bulat Fuwen Tan Xiatian Zhu Łukasz Dudziak Hongsheng Li Georgios Tzimiropoulos Brais Martínez ViT 96 197 0 06 May 2022
Evaluating Context for Deep Object Detectors O. Kayhan Jan van Gemert ObjD 43 5 0 05 May 2022
Neural Rendering in a Room: Amodal 3D Understanding and Free-Viewpoint Rendering for the Closed Scene Composed of Pre-Captured Objects Bangbang Yang Yinda Zhang Yijin Li Zhaopeng Cui S. Fanello Hujun Bao Guofeng Zhang 3DV 93 11 0 05 May 2022
Gait Recognition in the Wild: A Large-scale Benchmark and NAS-based Baseline Xianda Guo Zheng Zhu Tian Yang Beibei Lin Junjie Huang Jiankang Deng Guan Huang Jie Zhou Jiwen Lu CVBM 96 3 0 05 May 2022
Cost-Aware Evaluation and Model Scaling for LiDAR-Based 3D Object Detection Xiaofang Wang Kris Kitani 3DPC 56 2 0 02 May 2022
Hysteretic Behavior Simulation Based on Pyramid Neural Network:Principle, Network Architecture, Case Study and Explanation Yongjia Xu Xinzheng Lu Yifan Fei Yuli Huang 34 15 0 29 Apr 2022
3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal Perspective Zhedong Zheng Jiayin Zhu Wei Ji Yi Yang Tat-Seng Chua 3DH 73 7 0 27 Apr 2022
AccMPEG: Optimizing Video Encoding for Video Analytics Kuntai Du Qizheng Zhang Anton Arapin Haodong Wang Zhengxu Xia Junchen Jiang 81 18 0 26 Apr 2022
PolyLoss: A Polynomial Expansion Perspective of Classification Loss Functions Zhaoqi Leng Mingxing Tan Chenxi Liu E. D. Cubuk Xiaojie Shi Shuyang Cheng Drago Anguelov 92 141 0 26 Apr 2022
Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications Han Cai Ji Lin Chengyue Wu Zhijian Liu Haotian Tang Hanrui Wang Ligeng Zhu Song Han 116 116 0 25 Apr 2022
Surpassing the Human Accuracy: Detecting Gallbladder Cancer from USG Images with Curriculum Learning Soumen Basu Mayank Gupta Pratyaksha Rana Pankaj Gupta Chetan Arora 69 32 0 25 Apr 2022
DFAM-DETR: Deformable feature based attention mechanism DETR on slender object detection Feng Wen Mei Wang Xiaojie Hu ViT 60 5 0 22 Apr 2022
Modeling Missing Annotations for Incremental Learning in Object Detection Fabio Cermelli Antonino Geraci Dario Fontanel Barbara Caputo CLL 111 24 0 19 Apr 2022
Spatial Likelihood Voting with Self-Knowledge Distillation for Weakly Supervised Object Detection Ze Chen Zhihang Fu Jianqiang Huang Mingyuan Tao Rongxin Jiang Xiang Tian Yao-wu Chen Xiansheng Hua WSOD 40 4 0 14 Apr 2022
Semi-Supervised Training to Improve Player and Ball Detection in Soccer Renaud Vandeghen A. Cioppa Marc Van Droogenbroeck 91 27 0 14 Apr 2022
CFA: Constraint-based Finetuning Approach for Generalized Few-Shot Object Detection Karim Guirguis Ahmed Hendawy George Eskandar Mohamed Abdelsamad Matthias Kayser Jürgen Beyerer 61 16 0 11 Apr 2022
E^2TAD: An Energy-Efficient Tracking-based Action Detector Xin Hu Zhenyu Wu Haoyuan Miao Siqi Fan Taiyu Long ... Pengcheng Pi Yi Wu Zhou Ren Zhangyang Wang G. Hua 89 2 0 09 Apr 2022
Searching for Efficient Neural Architectures for On-Device ML on Edge TPUs Berkin Akin Suyog Gupta Yun Long Anton Spiridonov Zhuo Wang Marie White Haonan Xu Ping Zhou Yanqi Zhou 49 9 0 09 Apr 2022
DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image T. Martyniuk Orest Kupyn Yana Kurlyak Igor Krashenyi Jivri V. Sharmanska 3DH 87 38 0 07 Apr 2022
Unleashing Vanilla Vision Transformer with Masked Image Modeling for Object Detection Yuxin Fang Shusheng Yang Shijie Wang Yixiao Ge Ying Shan Xinggang Wang 91 58 0 06 Apr 2022
Bridging the Gap of AutoGraph between Academia and Industry: Analysing AutoGraph Challenge at KDD Cup 2020 Zhen Xu Lanning Wei Huan Zhao Rex Ying Quanming Yao Wei-Wei Tu Isabelle M Guyon AI4CE 69 0 0 06 Apr 2022
SALISA: Saliency-based Input Sampling for Efficient Video Object Detection B. Bejnordi A. Habibian Fatih Porikli Amir Ghodrati 81 12 0 05 Apr 2022
Technical Report on Subspace Pyramid Fusion Network for Semantic Segmentation Mohammed A. M. Elhassan Chunming Yang Chenxi Huang Tewodros Legesse Munea 68 1 0 04 Apr 2022
EResFD: Rediscovery of the Effectiveness of Standard Convolution for Lightweight Face Detection Joonhyun Jeong Beomyoung Kim Joonsang Yu Y. Yoo CVBM 73 6 0 04 Apr 2022