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Imbalance Problems in Object Detection: A Review

Imbalance Problems in Object Detection: A Review

31 August 2019
Kemal Oksuz
Baris Can Cam
Sinan Kalkan
Emre Akbas
    ObjD
ArXivPDFHTML

Papers citing "Imbalance Problems in Object Detection: A Review"

9 / 59 papers shown
Title
FathomNet: An underwater image training database for ocean exploration
  and discovery
FathomNet: An underwater image training database for ocean exploration and discovery
O. Boulais
Benjamin Woodward
B. Schlining
L. Lundsten
K. Barnard
K. L. Bell
K. Katija
19
14
0
30 Jun 2020
Foreground-Background Imbalance Problem in Deep Object Detectors: A
  Review
Foreground-Background Imbalance Problem in Deep Object Detectors: A Review
Joya Chen
Qi Wu
Dong Liu
Tong Xu
ObjD
25
24
0
16 Jun 2020
Learning to Segment the Tail
Learning to Segment the Tail
Xinting Hu
Yi Jiang
Kaihua Tang
Jingyuan Chen
Chunyan Miao
Hanwang Zhang
VLM
CLL
27
80
0
02 Apr 2020
Learning From Multiple Experts: Self-paced Knowledge Distillation for
  Long-tailed Classification
Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-tailed Classification
Liuyu Xiang
Guiguang Ding
Jungong Han
28
281
0
06 Jan 2020
Guided Attention Network for Object Detection and Counting on Drones
Guided Attention Network for Object Detection and Counting on Drones
Yuanqiang Cai
Dawei Du
Libo Zhang
Longyin Wen
Weiqiang Wang
Y. Wu
Siwei Lyu
19
58
0
25 Sep 2019
Is Heuristic Sampling Necessary in Training Deep Object Detectors?
Is Heuristic Sampling Necessary in Training Deep Object Detectors?
Joya Chen
Dong Liu
Tong Xu
Shiwei Wu
Yifei Cheng
Enhong Chen
ObjD
VLM
28
12
0
11 Sep 2019
A Survey on Deep Learning in Medical Image Analysis
A Survey on Deep Learning in Medical Image Analysis
G. Litjens
Thijs Kooi
B. Bejnordi
A. Setio
F. Ciompi
Mohsen Ghafoorian
Jeroen van der Laak
Bram van Ginneken
C. I. Sánchez
OOD
346
10,639
0
19 Feb 2017
Range Loss for Deep Face Recognition with Long-tail
Range Loss for Deep Face Recognition with Long-tail
Xiao Zhang
Zhiyuan Fang
Yandong Wen
Zhifeng Li
Yu Qiao
CVBM
243
447
0
28 Nov 2016
Neural Architecture Search with Reinforcement Learning
Neural Architecture Search with Reinforcement Learning
Barret Zoph
Quoc V. Le
274
5,331
0
05 Nov 2016
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