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EfficientDet: Scalable and Efficient Object Detection
v1v2v3v4v5v6v7 (latest)

EfficientDet: Scalable and Efficient Object Detection

20 November 2019
Mingxing Tan
Ruoming Pang
Quoc V. Le
ArXiv (abs)PDFHTMLGithub (6373★)

Papers citing "EfficientDet: Scalable and Efficient Object Detection"

50 / 995 papers shown
Title
KOLOMVERSE: KRISO open large-scale image dataset for object detection in
  the maritime universe
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
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
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
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
S2^22-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
A Multi-purpose Realistic Haze Benchmark with Quantifiable Haze Levels
  and Ground Truth
A Multi-purpose Realistic Haze Benchmark with Quantifiable Haze Levels and Ground Truth
Priya Narayanan
Xin Hu
Zhenyu Wu
Matthew D. Thielke
J. Rogers
...
James D. Brown
Long Quang
James R. Uplinger
H. Kwon
Zhangyang Wang
96
11
0
13 Jun 2022
DSCA: A Dual-Stream Network with Cross-Attention on Whole-Slide Image
  Pyramids for Cancer Prognosis
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
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
Meet You Halfway: Explaining Deep Learning Mysteries
Oriel BenShmuel
AAMLFedMLFAttOOD
56
0
0
09 Jun 2022
Towards Understanding Why Mask-Reconstruction Pretraining Helps in
  Downstream Tasks
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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