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

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

11 / 11 papers shown

Title
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 46 0 0 09 May 2025
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 79 2 0 23 Nov 2023
Towards Building Self-Aware Object Detectors via Reliable Uncertainty Quantification and Calibration Kemal Oksuz Thomas Joy P. Dokania UQCV 17 16 0 03 Jul 2023
Long-tail Detection with Effective Class-Margins Jang Hyun Cho Philipp Krahenbuhl 33 17 0 23 Jan 2023
Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability Peisong Wen Qianqian Xu Zhiyong Yang Yuan He Qingming Huang 48 10 0 27 Sep 2022
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors Chien-Yao Wang Alexey Bochkovskiy H. Liao ObjD 27 6,222 0 06 Jul 2022
Deep AUC Maximization for Medical Image Classification: Challenges and Opportunities Tianbao Yang 22 3 0 01 Nov 2021
Rank & Sort Loss for Object Detection and Instance Segmentation Kemal Oksuz Baris Can Cam Emre Akbas Sinan Kalkan 27 42 0 24 Jul 2021
Momentum Accelerates the Convergence of Stochastic AUPRC Maximization Guanghui Wang Minghao Yang Lijun Zhang Tianbao Yang 34 22 0 02 Jul 2021
One Metric to Measure them All: Localisation Recall Precision (LRP) for Evaluating Visual Detection Tasks Kemal Oksuz Baris Can Cam Sinan Kalkan Emre Akbas 26 32 0 21 Nov 2020
Is Heuristic Sampling Necessary in Training Deep Object Detectors? Joya Chen Dong Liu Tong Bill Xu Shiwei Wu Yifei Cheng Enhong Chen ObjD VLM 20 12 0 11 Sep 2019