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Equalization Loss v2: A New Gradient Balance Approach for Long-tailed
  Object Detection
v1v2 (latest)

Equalization Loss v2: A New Gradient Balance Approach for Long-tailed Object Detection

Computer Vision and Pattern Recognition (CVPR), 2020
15 December 2020
Jingru Tan
Xin Lu
Qiang Chen
Changqing Yin
Quanquan Li
    VLM
ArXiv (abs)PDFHTMLGithub (160★)

Papers citing "Equalization Loss v2: A New Gradient Balance Approach for Long-tailed Object Detection"

50 / 89 papers shown
Unbiased Object Detection Beyond Frequency with Visually Prompted Image Synthesis
Unbiased Object Detection Beyond Frequency with Visually Prompted Image Synthesis
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Liulei Li
Gensheng Pei
Tao Chen
Jinshan Pan
Yazhou Yao
Wenguan Wang
231
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0
21 Oct 2025
Curiosity Meets Cooperation: A Game-Theoretic Approach to Long-Tail Multi-Label Learning
Curiosity Meets Cooperation: A Game-Theoretic Approach to Long-Tail Multi-Label Learning
Canran Xiao
Chuangxin Zhao
Zong Ke
Fei Shen
153
4
0
20 Oct 2025
MEJO: MLLM-Engaged Surgical Triplet Recognition via Inter- and Intra-Task Joint Optimization
MEJO: MLLM-Engaged Surgical Triplet Recognition via Inter- and Intra-Task Joint Optimization
Yiyi Zhang
Yuchen Yuan
Y. Zheng
Jialun Pei
Jinpeng Li
Zheng Li
Ge Liu
140
2
0
16 Sep 2025
Divide, Weight, and Route: Difficulty-Aware Optimization with Dynamic Expert Fusion for Long-tailed Recognition
Divide, Weight, and Route: Difficulty-Aware Optimization with Dynamic Expert Fusion for Long-tailed Recognition
Xiaolei Wei
Yi Ouyang
Haibo Ye
MoMe
203
0
0
27 Aug 2025
Harmonized Gradient Descent for Class Imbalanced Data Stream Online Learning
Harmonized Gradient Descent for Class Imbalanced Data Stream Online Learning
Han Zhou
Hongpeng Yin
Xuanhong Deng
Yuyu Huang
Hao Ren
142
0
0
15 Aug 2025
GazeLT: Visual attention-guided long-tailed disease classification in chest radiographs
GazeLT: Visual attention-guided long-tailed disease classification in chest radiographs
Moinak Bhattacharya
Gagandeep Singh
Shubham Jain
Prateek Prasanna
LM&MAMedIm
165
0
0
13 Aug 2025
Alleviating Performance Disparity in Adversarial Spatiotemporal Graph Learning Under Zero-Inflated Distribution
Alleviating Performance Disparity in Adversarial Spatiotemporal Graph Learning Under Zero-Inflated DistributionAAAI Conference on Artificial Intelligence (AAAI), 2025
Songran Bai
Yuheng Ji
Yue Liu
Xingwei Zhang
Xiaolong Zheng
D. Zeng
295
3
0
01 Apr 2025
CQ-DINO: Mitigating Gradient Dilution via Category Queries for Vast Vocabulary Object Detection
CQ-DINO: Mitigating Gradient Dilution via Category Queries for Vast Vocabulary Object Detection
Zhichao Sun
Huazhang Hu
Yidong Ma
Gang Liu
Nemo Chen
Xu Tang
Feng-Long Xie
Yongchao Xu
ObjD
577
0
0
24 Mar 2025
V-MIND: Building Versatile Monocular Indoor 3D Detector with Diverse 2D
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V-MIND: Building Versatile Monocular Indoor 3D Detector with Diverse 2D AnnotationsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Jin-Cheng Jhang
Tao Tu
Fu-En Wang
Ke Zhang
Min Sun
Cheng-Hao Kuo
328
5
0
16 Dec 2024
Long-Tailed Object Detection Pre-training: Dynamic Rebalancing
  Contrastive Learning with Dual Reconstruction
Long-Tailed Object Detection Pre-training: Dynamic Rebalancing Contrastive Learning with Dual ReconstructionNeural Information Processing Systems (NeurIPS), 2024
Chen-Long Duan
Yong Li
Xiu-Shen Wei
Lin Zhao
367
8
0
14 Nov 2024
Open-Vocabulary Object Detection via Language Hierarchy
Open-Vocabulary Object Detection via Language HierarchyNeural Information Processing Systems (NeurIPS), 2024
Jiaxing Huang
Jingyi Zhang
Kai Jiang
Shijian Lu
ObjDVLM
387
7
0
27 Oct 2024
Fractal Calibration for long-tailed object detection
Fractal Calibration for long-tailed object detectionComputer Vision and Pattern Recognition (CVPR), 2024
Konstantinos Panagiotis Alexandridis
Ismail Elezi
Jiankang Deng
Anh H. Nguyen
Shan Luo
1.1K
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15 Oct 2024
Training Over a Distribution of Hyperparameters for Enhanced Performance
  and Adaptability on Imbalanced Classification
Training Over a Distribution of Hyperparameters for Enhanced Performance and Adaptability on Imbalanced Classification
Kelsey Lieberman
Swarna Kamlam Ravindran
Shuai Yuan
Carlo Tomasi
OOD
287
0
0
04 Oct 2024
VLMine: Long-Tail Data Mining with Vision Language Models
VLMine: Long-Tail Data Mining with Vision Language Models
Mao Ye
Gregory P. Meyer
Zaiwei Zhang
Dennis Park
Siva Karthik Mustikovela
Yuning Chai
Eric M. Wolff
VLM
300
4
0
23 Sep 2024
Ultra-imbalanced classification guided by statistical information
Ultra-imbalanced classification guided by statistical information
Yin Jin
Ningtao Wang
Ruofan Wu
Pengfei Shi
Xing Fu
Weiqiang Wang
213
0
0
06 Sep 2024
Covariance-corrected Whitening Alleviates Network Degeneration on
  Imbalanced Classification
Covariance-corrected Whitening Alleviates Network Degeneration on Imbalanced Classification
Zhiwei Zhang
220
1
0
30 Aug 2024
A Systematic Review on Long-Tailed Learning
A Systematic Review on Long-Tailed LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024
Chongsheng Zhang
G. Almpanidis
Gaojuan Fan
Binquan Deng
Yanbo Zhang
Ji Liu
Aouaidjia Kamel
Paolo Soda
Joao Gama
515
37
0
01 Aug 2024
DroneMOT: Drone-based Multi-Object Tracking Considering Detection
  Difficulties and Simultaneous Moving of Drones and Objects
DroneMOT: Drone-based Multi-Object Tracking Considering Detection Difficulties and Simultaneous Moving of Drones and Objects
Peng Wang
Yongcai Wang
Deying Li
VOT
329
17
0
12 Jul 2024
Adaptive Parametric Activation: Unifying and Generalising Activation Functions Across Tasks
Adaptive Parametric Activation: Unifying and Generalising Activation Functions Across TasksEuropean Conference on Computer Vision (ECCV), 2024
Konstantinos Panagiotis Alexandridis
Jiankang Deng
A. Nguyen
Shan Luo
403
9
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11 Jul 2024
PAT: Pixel-wise Adaptive Training for Long-tailed Segmentation
PAT: Pixel-wise Adaptive Training for Long-tailed Segmentation
Khoi Do
Duong Nguyen
Nguyen-Hoang Tran
Viet Dung Nguyen
292
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0
08 Apr 2024
Gradient-based Sampling for Class Imbalanced Semi-supervised Object
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Gradient-based Sampling for Class Imbalanced Semi-supervised Object DetectionIEEE International Conference on Computer Vision (ICCV), 2023
Jiaming Li
Xiangru Lin
Wei Zhang
Xiao Tan
Yingying Li
Junyu Han
Errui Ding
Jingdong Wang
Guanbin Li
330
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22 Mar 2024
Attention-based Class-Conditioned Alignment for Multi-Source Domain
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Attention-based Class-Conditioned Alignment for Multi-Source Domain Adaptation of Object DetectorsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Atif Belal
Akhil Meethal
Francisco Perdigon Romero
M. Pedersoli
Eric Granger
456
2
0
14 Mar 2024
Iterative Online Image Synthesis via Diffusion Model for Imbalanced
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Iterative Online Image Synthesis via Diffusion Model for Imbalanced ClassificationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Shuhan Li
Yi Lin
Hao Chen
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275
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13 Mar 2024
Gradient Reweighting: Towards Imbalanced Class-Incremental Learning
Gradient Reweighting: Towards Imbalanced Class-Incremental Learning
Jiangpeng He
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377
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28 Feb 2024
Optimizing for ROC Curves on Class-Imbalanced Data by Training over a
  Family of Loss Functions
Optimizing for ROC Curves on Class-Imbalanced Data by Training over a Family of Loss Functions
Kelsey Lieberman
Shuai Yuan
Swarna Kamlam Ravindran
Carlo Tomasi
363
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08 Feb 2024
Rectify the Regression Bias in Long-Tailed Object Detection
Rectify the Regression Bias in Long-Tailed Object DetectionEuropean Conference on Computer Vision (ECCV), 2024
Ke Zhu
Minghao Fu
Jie Shao
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Jianxin Wu
357
6
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29 Jan 2024
SFC: Shared Feature Calibration in Weakly Supervised Semantic
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Xinqiao Zhao
Feilong Tang
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382
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Geometric Prior Guided Feature Representation Learning for Long-Tailed
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Geometric Prior Guided Feature Representation Learning for Long-Tailed ClassificationInternational Journal of Computer Vision (IJCV), 2024
Yanbiao Ma
Licheng Jiao
Fan Liu
Shuyuan Yang
Xu Liu
Puhua Chen
245
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21 Jan 2024
FedLoGe: Joint Local and Generic Federated Learning under Long-tailed
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FedLoGe: Joint Local and Generic Federated Learning under Long-tailed DataInternational Conference on Learning Representations (ICLR), 2024
Zikai Xiao
Zihan Chen
Liyinglan Liu
Yang Feng
Jian Wu
Wanlu Liu
Qiufeng Wang
Howard H. Yang
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335
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Class-Imbalanced Semi-Supervised Learning for Large-Scale Point Cloud
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Class-Imbalanced Semi-Supervised Learning for Large-Scale Point Cloud Semantic Segmentation via Decoupling OptimizationPattern Recognition (Pattern Recogn.), 2024
Mengtian Li
Shaohui Lin
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Chunjiang Ge
Baochang Zhang
Lizhuang Ma
291
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Domain Adaptation for Large-Vocabulary Object Detectors
Domain Adaptation for Large-Vocabulary Object DetectorsNeural Information Processing Systems (NeurIPS), 2024
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Learning from Rich Semantics and Coarse Locations for Long-tailed Object
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Lingchen Meng
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Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient
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DST-Det: Simple Dynamic Self-Training for Open-Vocabulary Object
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Balanced Classification: A Unified Framework for Long-Tailed Object
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Enlarged Large Margin Loss for Imbalanced Classification
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