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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
Towards Improving the Consistency, Efficiency, and Flexibility of Differentiable Neural Architecture Search Yibo Yang Shan You Hongyang Li Fei Wang Chao Qian Zhouchen Lin 84 49 0 27 Jan 2021
Object Tracking by Detection with Visual and Motion Cues Niels Ole Salscheider VOT 29 5 0 19 Jan 2021
Improving Apparel Detection with Category Grouping and Multi-grained Branches Qing Tian Sampath Chanda K. Kumar Douglas Gray ObjD 26 8 0 17 Jan 2021
Stereo Camera Visual SLAM with Hierarchical Masking and Motion-state Classification at Outdoor Construction Sites Containing Large Dynamic Objects Runqiu Bao Ren Komatsu Renato Miyagusuku Masaki Chino Atsushi Yamashita Hajime Asama 46 14 0 17 Jan 2021
Explicit homography estimation improves contrastive self-supervised learning David Torpey Richard Klein SSL 79 0 0 12 Jan 2021
DICE: Deep Significance Clustering for Outcome-Aware Stratification Yufang Huang K. Axsom John R. Lee L. Subramanian Yiye Zhang 22 1 0 07 Jan 2021
AutoDropout: Learning Dropout Patterns to Regularize Deep Networks Hieu H. Pham Quoc V. Le 128 57 0 05 Jan 2021
Implicit Feature Pyramid Network for Object Detection Tiancai Wang Xinming Zhang Jian Sun ObjD 82 28 0 25 Dec 2020
MobileSal: Extremely Efficient RGB-D Salient Object Detection Yu-Huan Wu Yun-Hai Liu Jun Xu Jiawang Bian Yuchao Gu Ming-Ming Cheng 131 108 0 24 Dec 2020
SyNet: An Ensemble Network for Object Detection in UAV Images Mert Albaba S. Ozer ObjD 79 35 0 23 Dec 2020
Centralized Information Interaction for Salient Object Detection Jiangjiang Liu Liu Zhi-Ang Ming-Ming Cheng 101 4 0 21 Dec 2020
A Holistically-Guided Decoder for Deep Representation Learning with Applications to Semantic Segmentation and Object Detection Jianbo Liu Sijie Ren Yuanjie Zheng Xiaogang Wang Hongsheng Li SSeg 87 11 0 18 Dec 2020
Object Detection based on OcSaFPN in Aerial Images with Noise Chengyuan Li Jun Liu H. Hong Wenju Mao Chenjie Wang Chudi Hu X. Su B. Luo 71 4 0 18 Dec 2020
Infinite Nature: Perpetual View Generation of Natural Scenes from a Single Image Andrew Liu Richard Tucker Varun Jampani A. Makadia Noah Snavely Angjoo Kanazawa VGen 143 171 0 17 Dec 2020
Self-Supervised Person Detection in 2D Range Data using a Calibrated Camera Dan Jia Mats Steinweg Alexander Hermans Bastian Leibe 3DPC 75 12 0 16 Dec 2020
Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces Bert Moons Parham Noorzad Andrii Skliar G. Mariani Dushyant Mehta Chris Lott Tijmen Blankevoort 241 43 0 16 Dec 2020
Decoupled Self Attention for Accurate One Stage Object Detection Kehe Wu Zuge Chen Qi Ma Xiaoliang Zhang Wei Li ObjD 20 0 0 14 Dec 2020
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Huayu Chen A. Srinivas Rui Qian Nayeon Lee E. D. Cubuk Quoc V. Le Barret Zoph ISeg 372 995 0 13 Dec 2020
MiniVLM: A Smaller and Faster Vision-Language Model Jianfeng Wang Xiaowei Hu Pengchuan Zhang Xiujun Li Lijuan Wang Lefei Zhang Jianfeng Gao Zicheng Liu VLM MLLM 133 60 0 13 Dec 2020
Addressing Visual Search in Open and Closed Set Settings Nathan G. Drenkow Philippe Burlina Neil Fendley Kachi Odoemene Jared Markowitz ObjD 33 0 0 11 Dec 2020
HRCenterNet: An Anchorless Approach to Chinese Character Segmentation in Historical Documents Chia-Wei Tang Chao-Lin Liu Po-Sen Chiu 33 6 0 10 Dec 2020
Retinex-inspired Unrolling with Cooperative Prior Architecture Search for Low-light Image Enhancement Risheng Liu Long Ma Jiaao Zhang Xin-Yue Fan Zhongxuan Luo 145 595 0 10 Dec 2020
DeepNVM++: Cross-Layer Modeling and Optimization Framework of Non-Volatile Memories for Deep Learning A. Inci Mehmet Meric Isgenc Diana Marculescu 72 20 0 08 Dec 2020
Learning to Generate Content-Aware Dynamic Detectors Junyi Feng Jiashen Hua Baisheng Lai Jianqiang Huang Xi Li Xiansheng Hua 66 1 0 08 Dec 2020
Fine-Grained Dynamic Head for Object Detection Lin Song Yanwei Li Zhengkai Jiang Zeming Li Hongbin Sun Jian Sun N. Zheng ObjD 93 45 0 07 Dec 2020
Towards Better Object Detection in Scale Variation with Adaptive Feature Selection Zehui Gong Dong Li ObjD 80 4 0 06 Dec 2020
BoxInst: High-Performance Instance Segmentation with Box Annotations Zhi Tian Chunhua Shen Xinlong Wang Hao Chen ISeg 102 240 0 03 Dec 2020
Dual Refinement Feature Pyramid Networks for Object Detection Jialiang Ma Bin Chen ObjD 71 27 0 03 Dec 2020
Parallel Residual Bi-Fusion Feature Pyramid Network for Accurate Single-Shot Object Detection Ping-Yang Chen Chien-Yao Wang J. Hsieh Munkhjargal Gochoo ObjD 117 81 0 03 Dec 2020
MaX-DeepLab: End-to-End Panoptic Segmentation with Mask Transformers Huiyu Wang Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen ViT 152 531 0 01 Dec 2020
Video Self-Stitching Graph Network for Temporal Action Localization Chen Zhao Ali K. Thabet Guohao Li 93 141 0 30 Nov 2020
Inter-layer Transition in Neural Architecture Search Benteng Ma Jing Zhang Yong-quan Xia Dacheng Tao 103 4 0 30 Nov 2020
Conditional Link Prediction of Category-Implicit Keypoint Detection Ellen Yi-Ge Rui Fan Zechun Liu Zhiqiang Shen 16 0 0 29 Nov 2020
Towards real-time object recognition and pose estimation in point clouds M. Marcon O. Bellon Luciano Silva 3DPC 3DH 38 2 0 27 Nov 2020
Group-Skeleton-Based Human Action Recognition in Complex Events Tingtian Li Zixun Sun Xiao Chen 38 5 0 26 Nov 2020
Depth-Enhanced Feature Pyramid Network for Occlusion-Aware Verification of Buildings from Oblique Images Qing Zhu Shengzhi Huang Han Hu Haifeng Li Min Chen Ruofei Zhong 43 14 0 26 Nov 2020
Fast Region Proposal Learning for Object Detection for Robotics Federico Ceola Elisa Maiettini Giulia Pasquale Lorenzo Rosasco Lorenzo Natale ObjD 47 7 0 25 Nov 2020
Bringing AI To Edge: From Deep Learning's Perspective Di Liu Hao Kong Xiangzhong Luo Weichen Liu Ravi Subramaniam 116 124 0 25 Nov 2020
Learning Curves for Drug Response Prediction in Cancer Cell Lines A. Partin Thomas Brettin Yvonne A. Evrard Yitan Zhu H. Yoo ... Austin R. Clyde Maulik Shukla Michael Fonstein J. Doroshow Rick L. Stevens 66 20 0 25 Nov 2020
Sparse R-CNN: End-to-End Object Detection with Learnable Proposals Pei Sun Rufeng Zhang Yi Jiang Tao Kong Chenfeng Xu ... Masayoshi Tomizuka Lei Li Zehuan Yuan Changhu Wang Ping Luo ObjD 109 1,105 0 25 Nov 2020
MicroNet: Towards Image Recognition with Extremely Low FLOPs Yunsheng Li Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Lu Yuan Zicheng Liu Lei Zhang Nuno Vasconcelos 73 25 0 24 Nov 2020
Scaling Wide Residual Networks for Panoptic Segmentation Liang-Chieh Chen Huiyu Wang Siyuan Qiao SSeg 132 49 0 23 Nov 2020
TSP: Temporally-Sensitive Pretraining of Video Encoders for Localization Tasks Humam Alwassel Silvio Giancola Guohao Li 92 126 0 23 Nov 2020
Evolving Search Space for Neural Architecture Search Yuanzheng Ci Chen Lin Ming Sun Boyu Chen Hongwen Zhang Wanli Ouyang 76 43 0 22 Nov 2020
An Efficient and Scalable Deep Learning Approach for Road Damage Detection Sadra Naddaf-sh M.-Mahdi Naddaf-Sh Amir R. Kashani H. Zargarzadeh 53 59 0 18 Nov 2020
Dense Contrastive Learning for Self-Supervised Visual Pre-Training Xinlong Wang Rufeng Zhang Chunhua Shen Tao Kong Lei Li SSL 101 689 0 18 Nov 2020
Modality-Buffet for Real-Time Object Detection Nicolai Dorka Johannes Meyer Wolfram Burgard ObjD OffRL 49 3 0 17 Nov 2020
SeekNet: Improved Human Instance Segmentation and Tracking via Reinforcement Learning Based Optimized Robot Relocation V. Narayanan Bala Murali Manoghar Rama Prashanth RV Phu-Cuong Pham Aniket Bera 73 1 0 17 Nov 2020
SRF-GAN: Super-Resolved Feature GAN for Multi-Scale Representation Seong-Ho Lee Seung-Hwan Bae ObjD 83 2 0 17 Nov 2020
Scaled-YOLOv4: Scaling Cross Stage Partial Network Chien-Yao Wang Alexey Bochkovskiy H. Liao ObjD 114 1,154 0 16 Nov 2020