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
RouteExplainer: An Explanation Framework for Vehicle Routing Problem Daisuke Kikuta Hiroki Ikeuchi Kengo Tajiri Yuusuke Nakano 48 1 0 06 Mar 2024
Addressing Long-Tail Noisy Label Learning Problems: a Two-Stage Solution with Label Refurbishment Considering Label Rarity Ying-Hsuan Wu Jun-Wei Hsieh Li Xin Shin-You Teng Yi-Kuan Hsieh Ming-Ching Chang NoLa 51 0 0 04 Mar 2024
SURE: SUrvey REcipes for building reliable and robust deep networks Yuting Li Yingyi Chen Xuanlong Yu Dexiong Chen Xi Shen UQCV OOD 43 4 0 01 Mar 2024
Rethinking Classifier Re-Training in Long-Tailed Recognition: A Simple Logits Retargeting Approach Han Lu Siyu Sun Yichen Xie Liqing Zhang Xiaokang Yang Junchi Yan 42 1 0 01 Mar 2024
Comparing Importance Sampling Based Methods for Mitigating the Effect of Class Imbalance Indu Panigrahi Richard Zhu 32 1 0 28 Feb 2024
Gradient Reweighting: Towards Imbalanced Class-Incremental Learning Jiangpeng He F. Zhu CLL 27 18 0 28 Feb 2024
Classes Are Not Equal: An Empirical Study on Image Recognition Fairness Jiequan Cui Beier Zhu Xin Wen Xiaojuan Qi Bei Yu Haiqi Zhang 25 7 0 28 Feb 2024
Taming the Tail in Class-Conditional GANs: Knowledge Sharing via Unconditional Training at Lower Resolutions Saeed Khorram Mingqi Jiang Mohamad Shahbazi Mohamad H. Danesh Li Fuxin GAN 50 1 0 26 Feb 2024
Infusing Hierarchical Guidance into Prompt Tuning: A Parameter-Efficient Framework for Multi-level Implicit Discourse Relation Recognition Haodong Zhao Ruifang He Mengnan Xiao Jing Xu 125 12 0 23 Feb 2024
Multi-scale Spatio-temporal Transformer-based Imbalanced Longitudinal Learning for Glaucoma Forecasting from Irregular Time Series Images Xikai Yang Jian Wu Xi Wang Yuchen Yuan N. Wang Pheng-Ann Heng AI4TS MedIm 35 0 0 21 Feb 2024
EMO-SUPERB: An In-depth Look at Speech Emotion Recognition Haibin Wu Huang-Cheng Chou Kai-Wei Chang Lucas Goncalves Jiawei Du Jyh-Shing Roger Jang Chi-Chun Lee Hung-Yi Lee 36 11 0 20 Feb 2024
Learning with Imbalanced Noisy Data by Preventing Bias in Sample Selection Huafeng Liu Mengmeng Sheng Zeren Sun Yazhou Yao Xian-Sheng Hua H. Shen NoLa 26 6 0 17 Feb 2024
Class-Balanced and Reinforced Active Learning on Graphs Chengcheng Yu Jiapeng Zhu Xiang Li 27 1 0 15 Feb 2024
DUEL: Duplicate Elimination on Active Memory for Self-Supervised Class-Imbalanced Learning Won-Seok Choi Hyun-Dong Lee Dong-Sig Han Junseok Park Heeyeon Koo Byoung-Tak Zhang 35 1 0 14 Feb 2024
Stanceosaurus 2.0: Classifying Stance Towards Russian and Spanish Misinformation Anton Lavrouk Ian Ligon Tarek Naous Jonathan Zheng Alan Ritter Wei-ping Xu 32 0 0 06 Feb 2024
Deconstructing the Goldilocks Zone of Neural Network Initialization Artem Vysogorets Anna Dawid Julia Kempe 40 1 0 05 Feb 2024
Revisiting the Dataset Bias Problem from a Statistical Perspective Kien Do D. Nguyen Hung Le T. Le Dang Nguyen Haripriya Harikumar T. Tran Santu Rana Svetha Venkatesh 17 0 0 05 Feb 2024
Glocal Hypergradient Estimation with Koopman Operator Ryuichiro Hataya Yoshinobu Kawahara 44 2 0 05 Feb 2024
Revisiting Generative Adversarial Networks for Binary Semantic Segmentation on Imbalanced Datasets Lei Xu Moncef Gabbouj GAN 32 1 0 03 Feb 2024
Rectify the Regression Bias in Long-Tailed Object Detection Ke Zhu Minghao Fu Jie Shao Tianyu Liu Jianxin Wu 46 2 0 29 Jan 2024
Towards Lifelong Scene Graph Generation with Knowledge-ware In-context Prompt Learning Tao He Tongtong Wu Dongyang Zhang Guiduo Duan Ke Qin Yuan-Fang Li CLL 44 1 0 26 Jan 2024
Class-attribute Priors: Adapting Optimization to Heterogeneity and Fairness Objective Xuechen Zhang Mingchen Li Jiasi Chen Christos Thrampoulidis Samet Oymak 37 3 0 25 Jan 2024
MIFI: MultI-camera Feature Integration for Roust 3D Distracted Driver Activity Recognition Jian Kuang Wenjing Li Fang Li Jun Zhang Zhongcheng Wu 35 1 0 25 Jan 2024
PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognition Otto Brookes Majid Mirmehdi Colleen Stephens Samuel Angedakin Katherine Corogenes ... Klaus Zuberbühler Christophe Boesch M. Arandjelovic H. Kühl T. Burghardt 35 13 0 24 Jan 2024
TD^2-Net: Toward Denoising and Debiasing for Dynamic Scene Graph Generation Xin Lin Chong Shi Yibing Zhan Zuopeng Yang Yaqi Wu Dacheng Tao 34 1 0 23 Jan 2024
Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification Yanbiao Ma Licheng Jiao F. Liu Shuyuan Yang Xu Liu Puhua Chen 30 10 0 21 Jan 2024
Double-Bounded Optimal Transport for Advanced Clustering and Classification Liangliang Shi Zhaoqi Shen Junchi Yan OT 35 2 0 21 Jan 2024
Class-Imbalanced Semi-Supervised Learning for Large-Scale Point Cloud Semantic Segmentation via Decoupling Optimization Mengtian Li Shaohui Lin Zihan Wang Yunhang Shen Baochang Zhang Lizhuang Ma 34 6 0 13 Jan 2024
Synthetic Information towards Maximum Posterior Ratio for deep learning on Imbalanced Data Hung Nguyen Morris Chang SyDa 26 1 0 05 Jan 2024
Not all Minorities are Equal: Empty-Class-Aware Distillation for Heterogeneous Federated Learning Kuangpu Guo Yuhe Ding Jian Liang Ran He Zilei Wang Tieniu Tan FedML 45 1 0 04 Jan 2024
Twice Class Bias Correction for Imbalanced Semi-Supervised Learning Lan Li Bowen Tao Lu Han De-Chuan Zhan Han-jia Ye SSL 42 4 0 27 Dec 2023
Multi-modality Affinity Inference for Weakly Supervised 3D Semantic Segmentation Xiawei Li Qingyuan Xu Jing Zhang Tianyi Zhang Qian Yu Lu Sheng Dong Xu 32 3 0 27 Dec 2023
An extended asymmetric sigmoid with Perceptron (SIGTRON) for imbalanced linear classification Hyenkyun Woo 20 0 0 26 Dec 2023
Three Heads Are Better Than One: Complementary Experts for Long-Tailed Semi-supervised Learning Chengcheng Ma Ismail Elezi Jiankang Deng Weiming Dong Changsheng Xu 18 10 0 25 Dec 2023
iKUN: Speak to Trackers without Retraining Yunhao Du Cheng Lei Zhaohui Hou Zhicheng Zhao VOT 42 12 0 25 Dec 2023
Debiased Learning for Remote Sensing Data Chun-Hsiao Yeh Xudong Wang Stella X. Yu Charles Hill Zackery Steck Scott Kangas Aaron A. Reite 15 0 0 24 Dec 2023
BLSTM-Based Confidence Estimation for End-to-End Speech Recognition A. Ogawa Naohiro Tawara Takatomo Kano Marc Delcroix 46 4 0 22 Dec 2023
Out-of-Distribution Detection in Long-Tailed Recognition with Calibrated Outlier Class Learning Wenjun Miao Guansong Pang Tianqi Li Xiaolong Bai Jingyi Zheng OODD 37 14 0 17 Dec 2023
Student as an Inherent Denoiser of Noisy Teacher Jiachen Zhao 29 0 0 15 Dec 2023
Split-Ensemble: Efficient OOD-aware Ensemble via Task and Model Splitting Anthony Chen Huanrui Yang Yulu Gan Denis A. Gudovskiy Zhen Dong Haofan Wang Tomoyuki Okuno Yohei Nakata Kurt Keutzer Shanghang Zhang 34 2 0 14 Dec 2023
Unbiased organism-agnostic and highly sensitive signal peptide predictor with deep protein language model Junbo Shen Qinze Yu Shen-Xue Chen Qingxiong Tan Jing-Chao Li Yu Li 14 8 0 14 Dec 2023
EAT: Towards Long-Tailed Out-of-Distribution Detection Tong Wei Bo-Lin Wang Min-Ling Zhang OODD 31 14 0 14 Dec 2023
CLIP-guided Federated Learning on Heterogeneous and Long-Tailed Data Jiangming Shi Shanshan Zheng Xiangbo Yin Yang Lu Yuan Xie Yanyun Qu VLM FedML 52 10 0 14 Dec 2023
Factorization Vision Transformer: Modeling Long Range Dependency with Local Window Cost Haolin Qin Daquan Zhou Tingfa Xu Ziyang Bian Jianan Li 29 9 0 14 Dec 2023
GateNet: A novel Neural Network Architecture for Automated Flow Cytometry Gating L. Fisch M. Heming A. Schulte-Mecklenbeck C. Gross Stefan Zumdick ... N. Winter U. Dannlowski Heinz Wiendl G. M. Hörste Tim Hahn 23 1 0 12 Dec 2023
Damage GAN: A Generative Model for Imbalanced Data Ali Anaissi Yuanzhe Jia Ali Braytee M. Naji Widad Alyassine GAN 26 1 0 08 Dec 2023
PartDistill: 3D Shape Part Segmentation by Vision-Language Model Distillation Ardian Umam Cheng-Kun Yang Min-Hung Chen Jen-Hui Chuang Yen-Yu Lin 31 11 0 07 Dec 2023
GeNIe: Generative Hard Negative Images Through Diffusion Soroush Abbasi Koohpayegani Anuj Singh K. Navaneet Hadi Jamali Rad Hamed Pirsiavash VLM DiffM 44 4 0 05 Dec 2023
Simplifying Neural Network Training Under Class Imbalance Ravid Shwartz-Ziv Micah Goldblum Yucen Lily Li C. Bayan Bruss Andrew Gordon Wilson 34 14 0 05 Dec 2023
Diversify, Don't Fine-Tune: Scaling Up Visual Recognition Training with Synthetic Images Zhuoran Yu Chenchen Zhu Sean Culatana Raghuraman Krishnamoorthi Fanyi Xiao Yong Jae Lee 117 14 0 04 Dec 2023