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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
Proper Reuse of Image Classification Features Improves Object Detection
Proper Reuse of Image Classification Features Improves Object Detection
C. N. Vasconcelos
Vighnesh Birodkar
Vincent Dumoulin
VLM
94
32
0
01 Apr 2022
Bridging the Gap between Classification and Localization for Weakly
  Supervised Object Localization
Bridging the Gap between Classification and Localization for Weakly Supervised Object Localization
Eunji Kim
Siwon Kim
Jungbeom Lee
Hyunwoo J. Kim
Sung-Hoon Yoon
WSOL
104
46
0
01 Apr 2022
An Improved Lightweight YOLOv5 Model Based on Attention Mechanism for
  Face Mask Detection
An Improved Lightweight YOLOv5 Model Based on Attention Mechanism for Face Mask Detection
Sheng Xu
Zhanyu Guo
Yuchi Liu
Jingwei Fan
Xuxu Liu
CVBM
67
24
0
30 Mar 2022
PP-YOLOE: An evolved version of YOLO
PP-YOLOE: An evolved version of YOLO
Shangliang Xu
Xinxin Wang
Wenyu Lv
Qinyao Chang
Cheng Cui
...
Guanzhong Wang
Qingqing Dang
Shengyun Wei
Yuning Du
Baohua Lai
ObjD
120
277
0
30 Mar 2022
NL-FCOS: Improving FCOS through Non-Local Modules for Object Detection
NL-FCOS: Improving FCOS through Non-Local Modules for Object Detection
Lukas Pavez
Jose M. Saavedra Rondo
ObjD
71
0
0
29 Mar 2022
SAR-ShipNet: SAR-Ship Detection Neural Network via Bidirectional
  Coordinate Attention and Multi-resolution Feature Fusion
SAR-ShipNet: SAR-Ship Detection Neural Network via Bidirectional Coordinate Attention and Multi-resolution Feature Fusion
Yuwen Deng
D. Guan
Yanyu Chen
Weiwei Yuan
Jiemin Ji
Mingqiang Wei
36
17
0
29 Mar 2022
Kernel Modulation: A Parameter-Efficient Method for Training
  Convolutional Neural Networks
Kernel Modulation: A Parameter-Efficient Method for Training Convolutional Neural Networks
Yuhuang Hu
Shih-Chii Liu
64
1
0
29 Mar 2022
Neurosymbolic hybrid approach to driver collision warning
Neurosymbolic hybrid approach to driver collision warning
Kyongsik Yun
Thomas Lu
Alexander Huyen
Patrick Hammer
Pei Wang
16
1
0
28 Mar 2022
To Fold or Not to Fold: a Necessary and Sufficient Condition on
  Batch-Normalization Layers Folding
To Fold or Not to Fold: a Necessary and Sufficient Condition on Batch-Normalization Layers Folding
Edouard Yvinec
Arnaud Dapogny
Kévin Bailly
66
7
0
28 Mar 2022
Recent Few-Shot Object Detection Algorithms: A Survey with Performance
  Comparison
Recent Few-Shot Object Detection Algorithms: A Survey with Performance Comparison
Tianying Liu
Lu Zhang
Yang Wang
Jihong Guan
Yanwei Fu
Jiajia Zhao
Shuigeng Zhou
ObjDAAML
86
27
0
27 Mar 2022
Global Tracking Transformers
Global Tracking Transformers
Xingyi Zhou
Tianwei Yin
V. Koltun
Philipp Krahenbuhl
VOT
109
138
0
24 Mar 2022
BigDetection: A Large-scale Benchmark for Improved Object Detector
  Pre-training
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training
Likun Cai
Zhi-Li Zhang
Yi Zhu
Li Zhang
Mu Li
Xiangyang Xue
VLMObjD
119
41
0
24 Mar 2022
Revisiting Multi-Scale Feature Fusion for Semantic Segmentation
Revisiting Multi-Scale Feature Fusion for Semantic Segmentation
Tianjian Meng
Golnaz Ghiasi
Reza Mahjorian
Quoc V. Le
Mingxing Tan
SSeg
77
2
0
23 Mar 2022
Domain-Generalized Textured Surface Anomaly Detection
Domain-Generalized Textured Surface Anomaly Detection
Shang-Fu Chen
Yu-Min Liu
Chia-Ching Lin
Trista Pei-chun Chen
Yu-Chiang Frank Wang
OOD
32
5
0
23 Mar 2022
FrameHopper: Selective Processing of Video Frames in Detection-driven
  Real-Time Video Analytics
FrameHopper: Selective Processing of Video Frames in Detection-driven Real-Time Video Analytics
Md. Adnan Arefeen
Sumaiya Tabassum Nimi
M. Y. S. Uddin
72
11
0
22 Mar 2022
Training Quantised Neural Networks with STE Variants: the Additive Noise
  Annealing Algorithm
Training Quantised Neural Networks with STE Variants: the Additive Noise Annealing Algorithm
Matteo Spallanzani
G. P. Leonardi
Luca Benini
54
3
0
21 Mar 2022
EAutoDet: Efficient Architecture Search for Object Detection
EAutoDet: Efficient Architecture Search for Object Detection
Xiaoxing Wang
Jiale Lin
Junchi Yan
Juanping Zhao
Xiaokang Yang
100
24
0
21 Mar 2022
Learning from Multiple Expert Annotators for Enhancing Anomaly Detection
  in Medical Image Analysis
Learning from Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image Analysis
Khiem H. Le
Tuan V. Tran
Hieu H. Pham
Hieu T. Nguyen
T. Le
H. Nguyen
74
25
0
20 Mar 2022
Analysis and Adaptation of YOLOv4 for Object Detection in Aerial Images
Analysis and Adaptation of YOLOv4 for Object Detection in Aerial Images
Aryaman Singh Samyal
K. Akshatha
Soham Hans
A. K. Karunakar
B. SatishShenoy
23
6
0
18 Mar 2022
DTA: Physical Camouflage Attacks using Differentiable Transformation
  Network
DTA: Physical Camouflage Attacks using Differentiable Transformation Network
Naufal Suryanto
Yongsu Kim
Hyoeun Kang
Harashta Tatimma Larasati
Youngyeo Yun
Thi-Thu-Huong Le
Hunmin Yang
Se-Yoon Oh
Howon Kim
AAML
99
61
0
18 Mar 2022
Delta Distillation for Efficient Video Processing
Delta Distillation for Efficient Video Processing
A. Habibian
H. Yahia
Davide Abati
E. Gavves
Fatih Porikli
36
12
0
17 Mar 2022
HybridNets: End-to-End Perception Network
HybridNets: End-to-End Perception Network
Dat Vu
Bao Ngo
H. Phan
86
82
0
17 Mar 2022
Towards More Efficient EfficientDets and Low-Light Real-Time Marine
  Debris Detection
Towards More Efficient EfficientDets and Low-Light Real-Time Marine Debris Detection
Federico Zocco
Ching-I Huang
Hsueh-Cheng Wang
M. O. Khyam
Mien Van
61
23
0
14 Mar 2022
Forward Compatible Few-Shot Class-Incremental Learning
Forward Compatible Few-Shot Class-Incremental Learning
Da-Wei Zhou
Fu Lee Wang
Han-Jia Ye
Liang Ma
Shiliang Pu
De-Chuan Zhan
CLL
91
187
0
14 Mar 2022
Spatial Consistency Loss for Training Multi-Label Classifiers from
  Single-Label Annotations
Spatial Consistency Loss for Training Multi-Label Classifiers from Single-Label Annotations
Thomas Verelst
Paul Kishan Rubenstein
M. Eichner
Tinne Tuytelaars
Maxim Berman
85
20
0
11 Mar 2022
PseudoProp: Robust Pseudo-Label Generation for Semi-Supervised Object
  Detection in Autonomous Driving Systems
PseudoProp: Robust Pseudo-Label Generation for Semi-Supervised Object Detection in Autonomous Driving Systems
Shu Hu
Chunfang Liu
Jayanta K. Dutta
Ming-Ching Chang
Siwei Lyu
Naveen Ramakrishnan
78
16
0
11 Mar 2022
Domain Generalisation for Object Detection under Covariate and Concept
  Shift
Domain Generalisation for Object Detection under Covariate and Concept Shift
Karthik Seemakurthy
E. Aptoula
Charles Fox
Petra Bosilj
ObjDOOD
109
10
0
10 Mar 2022
Evaluation of YOLO Models with Sliced Inference for Small Object
  Detection
Evaluation of YOLO Models with Sliced Inference for Small Object Detection
Muhammed Can Keles
Batuhan Salmanoglu
M. Güzel
Baran Gursoy
Gazi Erkan Bostancı
ObjD
35
12
0
09 Mar 2022
Robust Multi-Task Learning and Online Refinement for Spacecraft Pose
  Estimation across Domain Gap
Robust Multi-Task Learning and Online Refinement for Spacecraft Pose Estimation across Domain Gap
T. Park
Simone DÁmico
104
68
0
08 Mar 2022
DeltaCNN: End-to-End CNN Inference of Sparse Frame Differences in Videos
DeltaCNN: End-to-End CNN Inference of Sparse Frame Differences in Videos
Mathias Parger
Chengcheng Tang
Christopher D. Twigg
Cem Keskin
Robert Y. Wang
M. Steinberger
69
29
0
08 Mar 2022
Occupancy Flow Fields for Motion Forecasting in Autonomous Driving
Occupancy Flow Fields for Motion Forecasting in Autonomous Driving
R. Mahjourian
Jinkyu Kim
Yuning Chai
Mingxing Tan
Benjamin Sapp
Drago Anguelov
89
83
0
08 Mar 2022
SFPN: Synthetic FPN for Object Detection
SFPN: Synthetic FPN for Object Detection
Yumeng Zhang
J. Hsieh
Chun-Chieh Lee
Kuo-Chin Fan
ObjD
45
19
0
04 Mar 2022
ADVISE: ADaptive Feature Relevance and VISual Explanations for
  Convolutional Neural Networks
ADVISE: ADaptive Feature Relevance and VISual Explanations for Convolutional Neural Networks
Mohammad Mahdi Dehshibi
Mona Ashtari-Majlan
Gereziher W. Adhane
David Masip
AAMLFAtt
52
3
0
02 Mar 2022
Instance-aware multi-object self-supervision for monocular depth
  prediction
Instance-aware multi-object self-supervision for monocular depth prediction
Houssem-eddine Boulahbal
A. Voicila
Andrew I. Comport
MDE
78
8
0
02 Mar 2022
Comprehensive Analysis of the Object Detection Pipeline on UAVs
Comprehensive Analysis of the Object Detection Pipeline on UAVs
Leon Amadeus Varga
Sebastian Koch
A. Zell
40
5
0
01 Mar 2022
Robots Autonomously Detecting People: A Multimodal Deep Contrastive
  Learning Method Robust to Intraclass Variations
Robots Autonomously Detecting People: A Multimodal Deep Contrastive Learning Method Robust to Intraclass Variations
Angus Fung
B. Benhabib
G. Nejat
89
12
0
01 Mar 2022
StrongSORT: Make DeepSORT Great Again
StrongSORT: Make DeepSORT Great Again
Yunhao Du
Zhicheng Zhao
Yang Song
Yanyun Zhao
Fei Su
Tao Gong
Hongying Meng
VOT
105
584
0
28 Feb 2022
Analysis of Visual Reasoning on One-Stage Object Detection
Analysis of Visual Reasoning on One-Stage Object Detection
Tolga Aksoy
U. Halici
ObjD
55
5
0
26 Feb 2022
Continuous Human Action Recognition for Human-Machine Interaction: A
  Review
Continuous Human Action Recognition for Human-Machine Interaction: A Review
Harshala Gammulle
David Ahmedt-Aristizabal
Simon Denman
Lachlan Tychsen-Smith
L. Petersson
Clinton Fookes
124
28
0
26 Feb 2022
Improved Hard Example Mining Approach for Single Shot Object Detectors
Improved Hard Example Mining Approach for Single Shot Object Detectors
Aybora Koksal
Onder Tuzcuoglu
K. G. Ince
Y. Ataseven
A. Aydin Alatan
ObjD
114
7
0
26 Feb 2022
Assessing generalisability of deep learning-based polyp detection and
  segmentation methods through a computer vision challenge
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge
Sharib Ali
N. Ghatwary
Debesh Jha
Ece Isik Polat
Gorkem Polat
...
Dominique Lamarque
R. Cannizzaro
S. Realdon
Thomas de Lange
J. East
125
64
0
24 Feb 2022
HMD-EgoPose: Head-Mounted Display-Based Egocentric Marker-Less Tool and
  Hand Pose Estimation for Augmented Surgical Guidance
HMD-EgoPose: Head-Mounted Display-Based Egocentric Marker-Less Tool and Hand Pose Estimation for Augmented Surgical Guidance
Mitchell Doughty
N. Ghugre
60
18
0
24 Feb 2022
New Benchmark for Household Garbage Image Recognition
New Benchmark for Household Garbage Image Recognition
Zhize Wu
Huan-Yi Li
Xiang Wang
Zijun Wu
Lekang Zou
Lixiang Xu
Ming Tan
VLM
42
20
0
24 Feb 2022
Privacy Preserving Visual Question Answering
Privacy Preserving Visual Question Answering
Cristian-Paul Bara
Q. Ping
Abhinav Mathur
Govind Thattai
M. Rohith
Gaurav Sukhatme
106
1
0
15 Feb 2022
Conformal Prediction Sets with Limited False Positives
Conformal Prediction Sets with Limited False Positives
Adam Fisch
Tal Schuster
Tommi Jaakkola
Regina Barzilay
85
23
0
15 Feb 2022
Neural Architecture Search for Dense Prediction Tasks in Computer Vision
Neural Architecture Search for Dense Prediction Tasks in Computer Vision
T. Elsken
Arber Zela
J. H. Metzen
B. Staffler
Thomas Brox
Abhinav Valada
Frank Hutter
OOD
66
19
0
15 Feb 2022
DermX: an end-to-end framework for explainable automated dermatological
  diagnosis
DermX: an end-to-end framework for explainable automated dermatological diagnosis
Raluca Jalaboi
F. Faye
Mauricio Orbes-Arteaga
D. Jørgensen
Ole Winther
A. Galimzianova
MedIm
47
19
0
14 Feb 2022
Real-Time Siamese Multiple Object Tracker with Enhanced Proposals
Real-Time Siamese Multiple Object Tracker with Enhanced Proposals
Lorenzo Vaquero
V. Brea
M. Mucientes
VOT
114
0
0
10 Feb 2022
GiraffeDet: A Heavy-Neck Paradigm for Object Detection
GiraffeDet: A Heavy-Neck Paradigm for Object Detection
Yiqi Jiang
Zhiyu Tan
Junyan Wang
Xiuyu Sun
Ming Lin
Hao Li
ObjD
76
94
0
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The EMory BrEast imaging Dataset (EMBED): A Racially Diverse, Granular
  Dataset of 3.5M Screening and Diagnostic Mammograms
The EMory BrEast imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.5M Screening and Diagnostic Mammograms
J. Jeong
B. Vey
A. Bhimireddy
Thomas Kim
Thiago Santos
...
Christopher R. McAdams
Mary S. Newell
Imon Banerjee
J. Gichoya
Hari M. Trivedi
48
6
0
08 Feb 2022
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