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A Ranking-based, Balanced Loss Function Unifying Classification and
  Localisation in Object Detection

A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection

28 September 2020
Kemal Oksuz
Baris Can Cam
Emre Akbas
Sinan Kalkan
ArXivPDFHTML

Papers citing "A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection"

7 / 7 papers shown
Title
Dome-DETR: DETR with Density-Oriented Feature-Query Manipulation for Efficient Tiny Object Detection
Dome-DETR: DETR with Density-Oriented Feature-Query Manipulation for Efficient Tiny Object Detection
Zhangchi Hu
Peixi Wu
Jie Chen
Huyue Zhu
Yijun Wang
Yansong Peng
H. Li
X. Sun
26
0
0
09 May 2025
Class Uncertainty: A Measure to Mitigate Class Imbalance
Class Uncertainty: A Measure to Mitigate Class Imbalance
Z. S. Baltaci
K. Oksuz
S. Kuzucu
K. Tezoren
B. K. Konar
A. Ozkan
Emre Akbas
Sinan Kalkan
77
2
0
23 Nov 2023
Towards Building Self-Aware Object Detectors via Reliable Uncertainty
  Quantification and Calibration
Towards Building Self-Aware Object Detectors via Reliable Uncertainty Quantification and Calibration
Kemal Oksuz
Thomas Joy
P. Dokania
UQCV
15
16
0
03 Jul 2023
Long-tail Detection with Effective Class-Margins
Long-tail Detection with Effective Class-Margins
Jang Hyun Cho
Philipp Krahenbuhl
28
17
0
23 Jan 2023
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for
  real-time object detectors
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
Chien-Yao Wang
Alexey Bochkovskiy
H. Liao
ObjD
20
6,062
0
06 Jul 2022
Rank & Sort Loss for Object Detection and Instance Segmentation
Rank & Sort Loss for Object Detection and Instance Segmentation
Kemal Oksuz
Baris Can Cam
Emre Akbas
Sinan Kalkan
19
42
0
24 Jul 2021
Momentum Accelerates the Convergence of Stochastic AUPRC Maximization
Momentum Accelerates the Convergence of Stochastic AUPRC Maximization
Guanghui Wang
Minghao Yang
Lijun Zhang
Tianbao Yang
21
21
0
02 Jul 2021
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