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Resolving Class Imbalance in Object Detection with Weighted Cross
  Entropy Losses

Resolving Class Imbalance in Object Detection with Weighted Cross Entropy Losses

2 June 2020
Trong Huy Phan
Kazuma Yamamoto
ArXiv (abs)PDFHTML

Papers citing "Resolving Class Imbalance in Object Detection with Weighted Cross Entropy Losses"

20 / 20 papers shown
Cardi-GPT: An Expert ECG-Record Processing Chatbot
Cardi-GPT: An Expert ECG-Record Processing ChatbotSoutheastCon (SoutheastCon), 2025
Koustav Mallick
Neel Singh
Mohammedreza Hajiarbabi
AI4MHLM&MA
399
1
0
14 Oct 2025
Leveraging Surgical Activity Grammar for Primary Intention Prediction in Laparoscopy Procedures
Leveraging Surgical Activity Grammar for Primary Intention Prediction in Laparoscopy ProceduresIEEE International Conference on Robotics and Automation (ICRA), 2024
Jie Zhang
Song Zhou
Yiwei Wang
Chidan Wan
Huan Zhao
Xiong Cai
Han Ding
317
1
0
29 Sep 2024
ATAC-Net: Zoomed view works better for Anomaly Detection
ATAC-Net: Zoomed view works better for Anomaly Detection
Shaurya Gupta
Neil Gautam
Anurag Malyala
243
0
0
20 Jun 2024
HSONet:A Siamese foreground association-driven hard case sample
  optimization network for high-resolution remote sensing image change
  detection
HSONet:A Siamese foreground association-driven hard case sample optimization network for high-resolution remote sensing image change detection
Chao Tao
Dongsheng Kuang
Zhenyang Huang
Chengli Peng
Haifeng Li
190
0
0
26 Feb 2024
TaskMet: Task-Driven Metric Learning for Model Learning
TaskMet: Task-Driven Metric Learning for Model LearningNeural Information Processing Systems (NeurIPS), 2023
Dishank Bansal
Ricky T. Q. Chen
Mustafa Mukadam
Brandon Amos
FedML
341
15
0
08 Dec 2023
Detection of Small Targets in Sea Clutter Based on RepVGG and Continuous
  Wavelet Transform
Detection of Small Targets in Sea Clutter Based on RepVGG and Continuous Wavelet Transform
Jingchen Ni
Haoru Li
Lilin Xu
Jing Liang
ObjD
174
0
0
14 Nov 2023
Defending Against Physical Adversarial Patch Attacks on Infrared Human
  Detection
Defending Against Physical Adversarial Patch Attacks on Infrared Human DetectionInternational Conference on Information Photonics (ICIP), 2023
Lukas Strack
Futa Waseda
H. Nguyen
Yinqiang Zheng
Isao Echizen
AAML
245
3
0
27 Sep 2023
Lexical Squad@Multimodal Hate Speech Event Detection 2023: Multimodal
  Hate Speech Detection using Fused Ensemble Approach
Lexical Squad@Multimodal Hate Speech Event Detection 2023: Multimodal Hate Speech Detection using Fused Ensemble ApproachCASE (CASE), 2023
Mohammad Kashif
Mohammad Zohair
Saquib Ali
101
7
0
23 Sep 2023
On Data Imbalance in Molecular Property Prediction with Pre-training
On Data Imbalance in Molecular Property Prediction with Pre-training
Limin Wang
Masatoshi Hanai
Toyotaro Suzumura
Shun Takashige
Kenjiro Taura
AI4CE
127
0
0
17 Aug 2023
Distributionally Robust Classification on a Data Budget
Distributionally Robust Classification on a Data Budget
Ben Feuer
Ameya Joshi
Minh Pham
Chinmay Hegde
OOD
272
2
0
07 Aug 2023
A Novel real-time arrhythmia detection model using YOLOv8
A Novel real-time arrhythmia detection model using YOLOv8
Guang Jun Nicholas Ang
Aritejh Kr Goil
Henryk Chan
Jieyi Jeric Lew
Xin Chun Lee
Raihan Bin Ahmad Mustaffa
Timotius Jason
Ze Ting Woon
Bingquan Shen
244
5
0
26 May 2023
Caption supervision enables robust learners
Caption supervision enables robust learners
Ben Feuer
Ameya Joshi
Chinmay Hegde
SSLCLIPVLM
233
3
0
13 Oct 2022
Understanding the Tricks of Deep Learning in Medical Image Segmentation:
  Challenges and Future Directions
Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions
Dong Zhang
Yi Lin
Hao Chen
Zhuotao Tian
Xin Yang
Jinhui Tang
Kwang-Ting Cheng
VLM
303
19
0
21 Sep 2022
Target Aware Network Architecture Search and Compression for Efficient
  Knowledge Transfer
Target Aware Network Architecture Search and Compression for Efficient Knowledge Transfer
S. H. Shabbeer Basha
Debapriya Tula
Sravan Kumar Vinakota
S. Dubey
170
4
0
12 May 2022
A Comparative Review of Recent Few-Shot Object Detection Algorithms
A Comparative Review of Recent Few-Shot Object Detection Algorithms
Jiaxu Leng
Taiyue Chen
Gao Xinbo
Yongtao Yu
Ye Wang
Feng Gao
Wang Yue
ObjD
266
19
0
30 Oct 2021
Performance Evaluation of Deep Transfer Learning on Multiclass
  Identification of Common Weed Species in Cotton Production Systems
Performance Evaluation of Deep Transfer Learning on Multiclass Identification of Common Weed Species in Cotton Production SystemsComputers and Electronics in Agriculture (Comput. Electron. Agric.), 2021
Dong Chen
Yuzhen Lu
Zhao Li
Sierra N. Young
243
124
0
11 Oct 2021
Positive-unlabeled Learning for Cell Detection in Histopathology Images
  with Incomplete Annotations
Positive-unlabeled Learning for Cell Detection in Histopathology Images with Incomplete AnnotationsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Zipei Zhao
Fengqian Pang
Zhiwen Liu
Chuyang Ye
156
19
0
30 Jun 2021
Quantification of pulmonary involvement in COVID-19 pneumonia by means
  of a cascade oftwo U-nets: training and assessment on multipledatasets using
  different annotation criteria
Quantification of pulmonary involvement in COVID-19 pneumonia by means of a cascade oftwo U-nets: training and assessment on multipledatasets using different annotation criteriaInternational Journal of Computer Assisted Radiology and Surgery (IJCARS), 2021
Francesca Lizzi
Abramo Agosti
F. Brero
R. F. Cabini
M. Fantacci
...
S. Piffer
I. Postuma
L. Rinaldi
C. Talamonti
A. Retico
174
18
0
06 May 2021
Towards Improving Spatiotemporal Action Recognition in Videos
Towards Improving Spatiotemporal Action Recognition in Videos
Shentong Mo
Xiaoqing Ellen Tan
Jingfei Xia
Pinxu Ren
163
2
0
15 Dec 2020
IMAGO: A family photo album dataset for a socio-historical analysis of
  the twentieth century
IMAGO: A family photo album dataset for a socio-historical analysis of the twentieth century
L. Stacchio
Alessia Angeli
G. Lisanti
Daniela Calanca
Gustavo Marfia
220
3
0
03 Dec 2020
1
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