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
Long-Tailed Recognition on Binary Networks by Calibrating A Pre-trained Model Jihun Kim Dahyun Kim Hyungrok Jung Taeil Oh Jonghyun Choi MQ 124 0 0 30 Mar 2024
Long-Tailed Anomaly Detection with Learnable Class Names Chih-Hui Ho Kuan-Chuan Peng Nuno Vasconcelos OODD 115 7 0 29 Mar 2024
Improving Pre-trained Language Model Sensitivity via Mask Specific losses: A case study on Biomedical NER Micheal Abaho Danushka Bollegala Gary Leeming Dan Joyce Iain E Buchan 66 0 0 26 Mar 2024
Strategies to Improve Real-World Applicability of Laparoscopic Anatomy Segmentation Models Fiona R. Kolbinger Jiangpeng He Jinge Ma Fengqing Zhu 70 2 0 25 Mar 2024
Hyperspherical Classification with Dynamic Label-to-Prototype Assignment Mohammad Saeed Ebrahimi Saadabadi Ali Dabouei Sahar Rahimi Malakshan Nasser M. Nasrabadi 81 4 0 25 Mar 2024
Boarding for ISS: Imbalanced Self-Supervised: Discovery of a Scaled Autoencoder for Mixed Tabular Datasets Samuel Stocksieker Denys Pommeret Arthur Charpentier SSL 73 1 0 23 Mar 2024
Accurately Predicting Probabilities of Safety-Critical Rare Events for Intelligent Systems Ruoxuan Bai Jingxuan Yang Weiduo Gong Yi Zhang Qiujing Lu Shuo Feng 131 2 0 20 Mar 2024
CDMAD: Class-Distribution-Mismatch-Aware Debiasing for Class-Imbalanced Semi-Supervised Learning Hyuck Lee Heeyoung Kim 96 3 0 15 Mar 2024
A Short Survey on Importance Weighting for Machine Learning Masanari Kimura H. Hino 110 8 0 15 Mar 2024
Revisiting Adversarial Training under Long-Tailed Distributions Xinli Yue Ningping Mou Qian Wang Lingchen Zhao AAML 109 7 0 15 Mar 2024
Analyzing Data Augmentation for Medical Images: A Case Study in Ultrasound Images Adam Tupper Christian Gagné 74 4 0 14 Mar 2024
Select and Distill: Selective Dual-Teacher Knowledge Transfer for Continual Learning on Vision-Language Models Yu-Chu Yu Chi-Pin Huang Jr-Jen Chen Kai-Po Chang Yung-Hsuan Lai Fu-En Yang Yu-Chiang Frank Wang CLL VLM 105 9 0 14 Mar 2024
Real-time 3D semantic occupancy prediction for autonomous vehicles using memory-efficient sparse convolution Samuel Sze Lars Kunze 3DPC 81 4 0 13 Mar 2024
Iterative Online Image Synthesis via Diffusion Model for Imbalanced Classification Shuhan Li Yi Lin Hao Chen Kwang-Ting Cheng 88 3 0 13 Mar 2024
Rethinking Loss Functions for Fact Verification Yuta Mukobara Yutaro Shigeto Masashi Shimbo AAML 86 0 0 13 Mar 2024
Probabilistic Contrastive Learning for Long-Tailed Visual Recognition Chaoqun Du Yulin Wang Shiji Song Gao Huang 107 33 0 11 Mar 2024
LTGC: Long-tail Recognition via Leveraging LLMs-driven Generated Content QiHao Zhao Yalun Dai Hao Li Wei Hu Fan Zhang Jun Liu 87 17 0 09 Mar 2024
DiffuLT: How to Make Diffusion Model Useful for Long-tail Recognition Jie Shao Ke Zhu Hanxiao Zhang Jianxin Wu 84 5 0 08 Mar 2024
Delving into the Trajectory Long-tail Distribution for Muti-object Tracking Sijia Chen En Yu Jinyang Li Wenbing Tao DiffM 85 14 0 07 Mar 2024
A Survey of Graph Neural Networks in Real world: Imbalance, Noise, Privacy and OOD Challenges Wei Ju Siyu Yi Yifan Wang Zhiping Xiao Zhengyan Mao ... Senzhang Wang Xinwang Liu Xiao Luo Philip S. Yu Ming Zhang AI4CE 142 39 0 07 Mar 2024
RouteExplainer: An Explanation Framework for Vehicle Routing Problem Daisuke Kikuta Hiroki Ikeuchi Kengo Tajiri Yuusuke Nakano 92 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 140 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 85 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 86 2 0 01 Mar 2024
Comparing Importance Sampling Based Methods for Mitigating the Effect of Class Imbalance Indu Panigrahi Richard Zhu 76 1 0 28 Feb 2024
Gradient Reweighting: Towards Imbalanced Class-Incremental Learning Jiangpeng He Fengqing Zhu CLL 128 22 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 84 8 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 104 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 162 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 61 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 109 15 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 Jikang Cheng NoLa 65 6 0 17 Feb 2024
Class-Balanced and Reinforced Active Learning on Graphs Chengcheng Yu Jiapeng Zhu Xiang Li 99 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 94 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 Xu 82 1 0 06 Feb 2024
Deconstructing the Goldilocks Zone of Neural Network Initialization Artem Vysogorets Anna Dawid Julia Kempe 77 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 60 0 0 05 Feb 2024
Glocal Hypergradient Estimation with Koopman Operator Ryuichiro Hataya Yoshinobu Kawahara 116 2 0 05 Feb 2024
Revisiting Generative Adversarial Networks for Binary Semantic Segmentation on Imbalanced Datasets Lei Xu Moncef Gabbouj GAN 78 2 0 03 Feb 2024
Rectify the Regression Bias in Long-Tailed Object Detection Ke Zhu Minghao Fu Jie Shao Tianyu Liu Jianxin Wu 108 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 113 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 101 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 64 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 83 16 0 24 Jan 2024
Understanding and Mitigating the Bias in Sample Selection for Learning with Noisy Labels Qinglai Wei Lei Feng Haobo Wang Bo An NoLa 108 1 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 84 1 0 23 Jan 2024
Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification Yanbiao Ma Licheng Jiao Fan Liu Shuyuan Yang Xu Liu Puhua Chen 87 11 0 21 Jan 2024
Double-Bounded Optimal Transport for Advanced Clustering and Classification Liangliang Shi Zhaoqi Shen Junchi Yan OT 67 3 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 83 7 0 13 Jan 2024
Synthetic Information towards Maximum Posterior Ratio for deep learning on Imbalanced Data Hung Nguyen Morris Chang SyDa 68 1 0 05 Jan 2024