Class-Balanced Loss Based on Effective Number of Samples

16 January 2019

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

50 / 1,024 papers shown

Title
Enhanced Long-Tailed Recognition with Contrastive CutMix Augmentation Haolin Pan Yong Guo Mianjie Yu Jian Chen 130 3 0 06 Jul 2024
Resampled Datasets Are Not Enough: Mitigating Societal Bias Beyond Single Attributes Yusuke Hirota Jerone T. A. Andrews Dora Zhao Orestis Papakyriakopoulos Apostolos Modas Yuta Nakashima Alice Xiang 127 4 0 04 Jul 2024
Navigating High-Degree Heterogeneity: Federated Learning in Aerial and Space Networks Fan Dong Henry Leung Steve Drew 141 0 0 25 Jun 2024
Personalized federated learning based on feature fusion Wolong Xing Zhenkui Shi Hongyan Peng Xiantao Hu Xianxian Li FedML 88 0 0 24 Jun 2024
MD tree: a model-diagnostic tree grown on loss landscape Yefan Zhou Jianlong Chen Qinxue Cao Konstantin Schürholt Yaoqing Yang 102 2 0 24 Jun 2024
An Efficient NAS-based Approach for Handling Imbalanced Datasets Zhiwei Yao 63 0 0 22 Jun 2024
Computation-Efficient Semi-Supervised Learning for ECG-based Cardiovascular Diseases Detection Rushuang Zhou Zijun Liu Lei A. Clifton David Clifton Kannie W. Y. Chan Yuan-Ting Zhang Yining Dong 68 1 0 20 Jun 2024
Fair Differentiable Neural Network Architecture Search for Long-Tailed Data with Self-Supervised Learning Jiaming Yan 103 0 0 19 Jun 2024
The Benefits and Risks of Transductive Approaches for AI Fairness Muhammed Razzak Andreas Kirsch Yarin Gal 80 0 0 17 Jun 2024
Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models Yikai Zhang Qianyu He Xintao Wang Siyu Yuan Jiaqing Liang Yanghua Xiao VLM 86 0 0 16 Jun 2024
Heterogeneous Learning Rate Scheduling for Neural Architecture Search on Long-Tailed Datasets Chenxia Tang 73 1 0 11 Jun 2024
Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration Yuanjie Shi Subhankar Ghosh Taha Belkhouja J. Doppa Yan Yan 93 2 0 10 Jun 2024
Spatiotemporal Graph Neural Network Modelling Perfusion MRI Ruodan Yan Carola-Bibiane Schönlieb Chao Li 59 1 0 10 Jun 2024
Diversified Batch Selection for Training Acceleration Feng Hong Yueming Lyu Jiangchao Yao Ya Zhang Ivor W. Tsang Yanfeng Wang 120 5 0 07 Jun 2024
Frequency-based Matcher for Long-tailed Semantic Segmentation Shan Li Lu Yang Pu Cao Liulei Li Huadong Ma 99 1 0 06 Jun 2024
Towards Real-world Scenario: Imbalanced New Intent Discovery Shun Zhang Chaoran Yan Jian Yang Jing Liu Ying Mo Jiaqi Bai Tongliang Li Zheng Li 77 2 0 05 Jun 2024
SMCL: Saliency Masked Contrastive Learning for Long-tailed Recognition Sanglee Park Seung-won Hwang Jungmin So 86 0 0 04 Jun 2024
Topology-Aware Dynamic Reweighting for Distribution Shifts on Graph Weihuang Zheng Jiashuo Liu Jiaxing Li Jiayun Wu Peng Cui Youyong Kong OOD 92 1 0 03 Jun 2024
LLMs Could Autonomously Learn Without External Supervision Ke Ji Junying Chen Anningzhe Gao Wenya Xie Xiang Wan Benyou Wang 98 4 0 02 Jun 2024
Rethinking Open-World Semi-Supervised Learning: Distribution Mismatch and Inductive Inference S. Park Hyuk Kwon Kwanghoon Sohn Kibok Lee OffRL 101 0 0 31 May 2024
LoRA-Ensemble: Efficient Uncertainty Modelling for Self-Attention Networks Michelle Halbheer Dominik J. Mühlematter Alexander Becker Dominik Narnhofer Helge Aasen Konrad Schindler Mehmet Özgür Türkoglu UQCV 135 3 0 23 May 2024
Refining Skewed Perceptions in Vision-Language Contrastive Models through Visual Representations Haocheng Dai Sarang Joshi VLM 149 0 0 22 May 2024
Simple-Sampling and Hard-Mixup with Prototypes to Rebalance Contrastive Learning for Text Classification Mengyu Li Yuqi Liu Fausto Giunchiglia Xiaoyue Feng Renchu Guan VLM 121 5 0 19 May 2024
Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System Chen Chen Ruizhe Li Yuchen Hu Yuanyuan Chen Chengwei Qin Qiang Zhang CLL 104 3 0 16 May 2024
Dynamic Feature Learning and Matching for Class-Incremental Learning Sunyuan Qiang Yanyan Liang Jun Wan Du Zhang CLL 105 3 0 14 May 2024
Automatic Recognition of Food Ingestion Environment from the AIM-2 Wearable Sensor Yuning Huang Mohamed Abul Hassan Jiangpeng He Janine A. Higgins Megan A. McCrory H. Eicher-Miller John Graham Thomas Edward Sazonov Fengqing Zhu 119 2 0 13 May 2024
Harnessing Hierarchical Label Distribution Variations in Test Agnostic Long-tail Recognition Zhiyong Yang Qianqian Xu Zitai Wang Sicong Li Boyu Han Shilong Bao Xiaochun Cao Qingming Huang 75 8 0 13 May 2024
Imbalanced Graph Classification with Multi-scale Oversampling Graph Neural Networks Rongrong Ma Guansong Pang Ling-Hao Chen AI4CE 91 0 0 08 May 2024
Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation Guangtao Zheng Wenqian Ye Aidong Zhang 76 7 0 06 May 2024
LLM as Dataset Analyst: Subpopulation Structure Discovery with Large Language Model Yulin Luo Ruichuan An Bocheng Zou Yiming Tang Jiaming Liu Shanghang Zhang 107 17 0 03 May 2024
Uncertainty-boosted Robust Video Activity Anticipation Zhaobo Qi Shuhui Wang Weigang Zhang Qingming Huang 98 5 0 29 Apr 2024
IMWA: Iterative Model Weight Averaging Benefits Class-Imbalanced Learning Tasks Zitong Huang Ze Chen Bowen Dong Chaoqi Liang Erjin Zhou Wangmeng Zuo MoMe CLL 101 3 0 25 Apr 2024
Boosting Model Resilience via Implicit Adversarial Data Augmentation Xiaoling Zhou Wei Ye Zhemg Lee Rui Xie Shi-Bo Zhang 82 2 0 25 Apr 2024
Improving Multi-label Recognition using Class Co-Occurrence Probabilities Samyak Rawlekar Shubhang Bhatnagar Vishnuvardhan Pogunulu Srinivasulu Narendra Ahuja VLM 113 6 0 24 Apr 2024
A Survey of Deep Long-Tail Classification Advancements Charika De Alvis Suranga Seneviratne 103 2 0 24 Apr 2024
Unveiling and Mitigating Generalized Biases of DNNs through the Intrinsic Dimensions of Perceptual Manifolds Yanbiao Ma Licheng Jiao Fang Liu Lingling Li Wenping Ma Shuyuan Yang Xu Liu Puhua Chen 92 0 0 22 Apr 2024
Augmenting Safety-Critical Driving Scenarios while Preserving Similarity to Expert Trajectories Hamidreza Mirkhani Behzad Khamidehi Kasra Rezaee 72 1 0 20 Apr 2024
Sentiment-oriented Transformer-based Variational Autoencoder Network for Live Video Commenting Fengyi Fu Shancheng Fang Weidong Chen Zhendong Mao ViT VGen 73 4 0 19 Apr 2024
Generalized Few-Shot Meets Remote Sensing: Discovering Novel Classes in Land Cover Mapping via Hybrid Semantic Segmentation Framework Zhuo Li Fangxiao Lu Jiaqi Zou Lei Hu Hongyan Zhang 78 7 0 19 Apr 2024
TrACT: A Training Dynamics Aware Contrastive Learning Framework for Long-tail Trajectory Prediction Junrui Zhang Mozhgan Pourkeshavarz Amir Rasouli 123 3 0 18 Apr 2024
FedDistill: Global Model Distillation for Local Model De-Biasing in Non-IID Federated Learning Changlin Song Divya Saxena Jiannong Cao Yuqing Zhao FedML 98 3 0 14 Apr 2024
Analyzing Decades-Long Environmental Changes in Namibia Using Archival Aerial Photography and Deep Learning G. Tadesse Caleb Robinson G. Q. Hacheme Akram Zaytar Rahul Dodhia Tsering Wangyal Shawa J. L. Ferres Emmanuel H. Kreike 104 0 0 12 Apr 2024
Extracting Clean and Balanced Subset for Noisy Long-tailed Classification Zhuo Li He Zhao Zhen Li Tongliang Liu Dandan Guo Xiang Wan NoLa 77 1 0 10 Apr 2024
YOLC: You Only Look Clusters for Tiny Object Detection in Aerial Images Chenguang Liu Guangshuai Gao Ziyue Huang Zhenghui Hu Qingjie Liu Yunhong Wang ObjD 111 20 0 09 Apr 2024
AnchorAL: Computationally Efficient Active Learning for Large and Imbalanced Datasets Pietro Lesci Andreas Vlachos 150 5 0 08 Apr 2024
PAT: Pixel-wise Adaptive Training for Long-tailed Segmentation Khoi Do Duong Nguyen Nguyen-Hoang Tran Viet Dung Nguyen 86 1 0 08 Apr 2024
DELTA: Decoupling Long-Tailed Online Continual Learning S. Raghavan Jiangpeng He Fengqing Zhu 109 4 0 06 Apr 2024
DeiT-LT Distillation Strikes Back for Vision Transformer Training on Long-Tailed Datasets Harsh Rangwani Pradipto Mondal Mayank Mishra Ashish Ramayee Asokan R. V. Babu 100 9 0 03 Apr 2024
BEM: Balanced and Entropy-based Mix for Long-Tailed Semi-Supervised Learning Hongwei Zheng Linyuan Zhou Han Li Jinming Su Xiaoming Wei Xiaoming Xu 82 5 0 01 Apr 2024
AISPACE at SemEval-2024 task 8: A Class-balanced Soft-voting System for Detecting Multi-generator Machine-generated Text Renhua Gu Xiangfeng Meng DeLMO 85 4 0 01 Apr 2024