Class-Balanced Loss Based on Effective Number of Samples

16 January 2019

Papers citing "Class-Balanced Loss Based on Effective Number of Samples"

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Title
Compound Batch Normalization for Long-tailed Image Classification Lechao Cheng Chaowei Fang Dingwen Zhang Guanbin Li Gang Huang 91 11 0 02 Dec 2022
High Dimensional Binary Classification under Label Shift: Phase Transition and Regularization Jiahui Cheng Minshuo Chen Hao Liu Tuo Zhao Wenjing Liao 90 1 0 01 Dec 2022
Balanced Semi-Supervised Generative Adversarial Network for Damage Assessment from Low-Data Imbalanced-Class Regime Yuqing Gao Pengyuan Zhai K. Mosalam GAN AI4CE 64 79 0 29 Nov 2022
Long-tail Cross Modal Hashing Zijun Gao Jun Wang Guoxian Yu Zhongmin Yan C. Domeniconi Jinglin Zhang 68 8 0 28 Nov 2022
Minority-Oriented Vicinity Expansion with Attentive Aggregation for Video Long-Tailed Recognition WonJun Moon Hyun Seok Seong Jae-Pil Heo VLM 67 5 0 24 Nov 2022
A Benchmark of Long-tailed Instance Segmentation with Noisy Labels Guanlin Li Guowen Xu Tianwei Zhang NoLa ISeg 77 0 0 24 Nov 2022
City-Wide Perceptions of Neighbourhood Quality using Street View Images Emily Muller Emily Gemmell Ishmam Choudhury Ricky Nathvani A. B. Metzler J. Bennett Emily L. Denton Seth Flaxman M. Ezzati 35 2 0 22 Nov 2022
Dynamic Loss For Robust Learning Shenwang Jiang Jianan Li Jizhou Zhang Ying Wang Tingfa Xu NoLa OOD 89 9 0 22 Nov 2022
Supervised Contrastive Learning on Blended Images for Long-tailed Recognition Minki Jeong Changick Kim 69 1 0 22 Nov 2022
An Embarrassingly Simple Baseline for Imbalanced Semi-Supervised Learning Haoxing Chen Yue Fan Yidong Wang Jindong Wang Bernt Schiele Xingxu Xie Marios Savvides Bhiksha Raj 92 11 0 20 Nov 2022
When Noisy Labels Meet Long Tail Dilemmas: A Representation Calibration Method Manyi Zhang Xuyang Zhao Jun Yao Chun Yuan Weiran Huang 83 23 0 20 Nov 2022
Learning from Long-Tailed Noisy Data with Sample Selection and Balanced Loss Lefan Zhang Zhang-Hao Tian Wujun Zhou Wei Wang NoLa 77 3 0 20 Nov 2022
PIDray: A Large-scale X-ray Benchmark for Real-World Prohibited Item Detection Libo Zhang Lutao Jiang Ruyi Ji Hengrui Fan 74 27 0 19 Nov 2022
Pairwise Instance Relation Augmentation for Long-tailed Multi-label Text Classification Lin Xiao Pengyu Xu L. Jing Xiang-Fei Zhang 34 1 0 19 Nov 2022
Informative Sample-Aware Proxy for Deep Metric Learning Aoyu Li Ikuro Sato Kohta Ishikawa Rei Kawakami Rio Yokota 136 1 0 18 Nov 2022
SMS: Spiking Marching Scheme for Efficient Long Time Integration of Differential Equations Qian Zhang Adar Kahana George Karniadakis P. Stinis 77 9 0 17 Nov 2022
Hard Exudate Segmentation Supplemented by Super-Resolution with Multi-scale Attention Fusion Module Jiayi Zhang Xiaoshan Chen Zhongxi Qiu Mingming Yang Yan Hu Jiang-Dong Liu 87 11 0 17 Nov 2022
Towards Long-Tailed 3D Detection Neehar Peri Achal Dave Deva Ramanan Shu Kong 3DPC 57 24 0 16 Nov 2022
Perona: Robust Infrastructure Fingerprinting for Resource-Efficient Big Data Analytics Dominik Scheinert Soeren Becker Jonathan Bader L. Thamsen Jonathan Will O. Kao 70 3 0 15 Nov 2022
Bounding Box Priors for Cell Detection with Point Annotations H. Aggrawal Dipam Goswami Vinti Agarwal 67 1 0 11 Nov 2022
Dynamic loss balancing and sequential enhancement for road-safety assessment and traffic scene classification Marin Kavcan Marko Sevrovic Sinivsa vSegvić 66 1 0 08 Nov 2022
Object Segmentation of Cluttered Airborne LiDAR Point Clouds Mariona Carós Ariadna Just Santi Seguí Jordi Vitrià 3DPC 71 4 0 28 Oct 2022
Stanceosaurus: Classifying Stance Towards Multilingual Misinformation Jonathan Zheng Ashutosh Baheti Tarek Naous Wei Xu Alan Ritter 106 13 0 28 Oct 2022
Facial Action Unit Detection and Intensity Estimation from Self-supervised Representation Bowen Ma Rudong An Wei Zhang Yu-qiong Ding Zeng Zhao Rongsheng Zhang Tangjie Lv Changjie Fan Zhipeng Hu CVBM 103 21 0 28 Oct 2022
Multi-Domain Long-Tailed Learning by Augmenting Disentangled Representations Xinyu Yang Huaxiu Yao Allan Zhou Chelsea Finn 86 3 0 25 Oct 2022
Freeze then Train: Towards Provable Representation Learning under Spurious Correlations and Feature Noise Haotian Ye James Zou Linjun Zhang OOD 88 23 0 20 Oct 2022
Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study Xin Xu Xiang Chen Ningyu Zhang Xin Xie Xi Chen Huajun Chen 107 10 0 19 Oct 2022
Improving the Intra-class Long-tail in 3D Detection via Rare Example Mining C. Jiang Mahyar Najibi C. Qi Yin Zhou Drago Anguelov 130 21 0 15 Oct 2022
Fairness via Adversarial Attribute Neighbourhood Robust Learning Q. Qi Shervin Ardeshir Yi Tian Xu Tianbao Yang 137 0 0 12 Oct 2022
Prototypical VoteNet for Few-Shot 3D Point Cloud Object Detection Shizhen Zhao Xiaojuan Qi 3DPC 96 17 0 11 Oct 2022
The Equalization Losses: Gradient-Driven Training for Long-tailed Object Recognition Jingru Tan Yue Liu Xin Lu Yongqiang Yao F. Yu Tong He Wanli Ouyang 80 10 0 11 Oct 2022
Efficient Gaussian Process Model on Class-Imbalanced Datasets for Generalized Zero-Shot Learning Changkun Ye Nick Barnes L. Petersson Russell Tsuchida BDL SyDa VLM 71 3 0 11 Oct 2022
ARUBA: An Architecture-Agnostic Balanced Loss for Aerial Object Detection Rebbapragada V C Sairam Monish Keswani Uttaran Sinha Nishit Shah V. Balasubramanian 79 7 0 10 Oct 2022
Adaptive Ranking-based Sample Selection for Weakly Supervised Class-imbalanced Text Classification Linxin Song Jieyu Zhang Tianxiang Yang M. Goto 77 4 0 06 Oct 2022
LPT: Long-tailed Prompt Tuning for Image Classification Bowen Dong Pan Zhou Shuicheng Yan W. Zuo VPVLM VLM 189 61 0 03 Oct 2022
Unbiased Scene Graph Generation using Predicate Similarities Misaki Ohashi Yusuke Matsui 140 1 0 03 Oct 2022
IMB-NAS: Neural Architecture Search for Imbalanced Datasets Rahul Duggal ShengYun Peng Hao Zhou Duen Horng Chau 50 2 0 30 Sep 2022
Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels Chenyu You Weicheng Dai Fenglin Liu Yifei Min Haoran Su Xiaoran Zhang Xiaoxiao Li David Clifton Lawrence H. Staib James S. Duncan 175 53 0 27 Sep 2022
In Differential Privacy, There is Truth: On Vote Leakage in Ensemble Private Learning Jiaqi Wang R. Schuster Ilia Shumailov David Lie Nicolas Papernot FedML 84 3 0 22 Sep 2022
Cross Project Software Vulnerability Detection via Domain Adaptation and Max-Margin Principle Van Nguyen Trung Le Chakkrit Tantithamthavorn John C. Grundy Hung Nguyen Dinh Q. Phung 79 4 0 19 Sep 2022
UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup Zongbo Han Zhipeng Liang Fan Yang Liu Liu Lanqing Li Yatao Bian P. Zhao Bing Wu Changqing Zhang Jianhua Yao 118 36 0 19 Sep 2022
Imbalanced Node Processing Method in Graph Neural Network Classification Task Min Liu Siwen Jin Luo Jin Shuohan Wang Yu Fang Yuliang Shi 68 0 0 18 Sep 2022
Learning to Weight Samples for Dynamic Early-exiting Networks Yizeng Han Yifan Pu Zihang Lai Chaofei Wang S. Song Junfen Cao Wenhui Huang Chao Deng Gao Huang 123 57 0 17 Sep 2022
ImDrug: A Benchmark for Deep Imbalanced Learning in AI-aided Drug Discovery Lanqing Li Li Zeng Zi-Chao Gao Shen Yuan Yatao Bian ... Wei Liu Hongteng Xu Jia Li P. Zhao Pheng-Ann Heng VLM 53 4 0 16 Sep 2022
Joint Debiased Representation and Image Clustering Learning with Self-Supervision Shun Zheng JaeEun Nam Emilio Dorigatti Bernd Bischl Shekoofeh Azizi Mina Rezaei SSL 76 0 0 14 Sep 2022
Class-Level Logit Perturbation Mengyang Li Fengguang Su O. Wu Tianjin University AAML 102 4 0 13 Sep 2022
Data Augmentation by Selecting Mixed Classes Considering Distance Between Classes Shungo Fujii Yasunori Ishii Kazuki Kozuka Tsubasa Hirakawa Takayoshi Yamashita H. Fujiyoshi 88 2 0 12 Sep 2022
Inverse Image Frequency for Long-tailed Image Recognition Konstantinos Panagiotis Alexandridis Shang Luo Anh H. Nguyen Jiankang Deng Stefanos Zafeiriou 88 11 0 11 Sep 2022
Difficulty-Net: Learning to Predict Difficulty for Long-Tailed Recognition Saptarshi Sinha Hiroki Ohashi 117 6 0 07 Sep 2022
How Much User Context Do We Need? Privacy by Design in Mental Health NLP Application Ramit Sawhney A. Neerkaje Ivan Habernal Lucie Flek 93 3 0 05 Sep 2022