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
Educator Attention: How computational tools can systematically identify the distribution of a key resource for students Qingyang Zhang Rose E. Wang Ana T. Ribeiro Dora Demszky Susanna Loeb 87 0 0 27 Feb 2025
AirCast: Improving Air Pollution Forecasting Through Multi-Variable Data Alignment Vishal Nedungadi Muhammad Akhtar Munir Marc Rußwurm Ron Sarafian Ioannis N. Athanasiadis Yinon Rudich Fahad Shahbaz Khan Salman Khan 71 0 0 25 Feb 2025
Deep Minimax Classifiers for Imbalanced Datasets with a Small Number of Minority Samples Hansung Choi Daewon Seo 77 0 0 24 Feb 2025
Balanced Representation Learning for Long-tailed Skeleton-based Action Recognition Hongda Liu Yunlong Wang Min Ren Junxing Hu Zhengquan Luo Guangqi Hou Zhe Sun 128 1 0 24 Feb 2025
Differentially Private Prototypes for Imbalanced Transfer Learning Dariush Wahdany Matthew Jagielski Adam Dziedzic Franziska Boenisch 152 0 0 17 Feb 2025
A Mathematics Framework of Artificial Shifted Population Risk and Its Further Understanding Related to Consistency Regularization Xiliang Yang Shenyang Deng Shicong Liu Yuanchi Suo Wing.W.Y NG Jianjun Zhang 56 0 0 15 Feb 2025
FairDropout: Using Example-Tied Dropout to Enhance Generalization of Minority Groups Géraldin Nanfack Eugene Belilovsky 129 0 0 10 Feb 2025
DiTASK: Multi-Task Fine-Tuning with Diffeomorphic Transformations Krishna Sri Ipsit Mantri Carola-Bibiane Schönlieb Bruno Ribeiro Chaim Baskin Moshe Eliasof 148 1 0 09 Feb 2025
Long-tailed Medical Diagnosis with Relation-aware Representation Learning and Iterative Classifier Calibration Li Pan Yupei Zhang Qiushi Yang Tan Li Zhen Chen 107 0 0 05 Feb 2025
Error Distribution Smoothing:Advancing Low-Dimensional Imbalanced Regression Donghe Chen Jiaxuan Yue Tengjie Zheng Lanxuan Wang Lin Cheng UQCV 161 1 0 04 Feb 2025
AquaticCLIP: A Vision-Language Foundation Model for Underwater Scene Analysis B. Alawode I. I. Ganapathi S. Javed Naoufel Werghi Mohammed Bennamoun Arif Mahmood CLIP VLM 121 1 0 03 Feb 2025
UPL: Uncertainty-aware Pseudo-labeling for Imbalance Transductive Node Classification Mohammad T. Teimuri Zahra Dehghanian Gholamali Aminian Hamid R. Rabiee 114 0 0 02 Feb 2025
MedConv: Convolutions Beat Transformers on Long-Tailed Bone Density Prediction Xuyin Qi Zeyu Zhang Huazhan Zheng Mingxi Chen Numan Kutaiba ... Hongtao Mao Yongbin Li Zhibin Liao Yang Zhao Minh-Son To MedIm 153 8 0 02 Feb 2025
Tutor CoPilot: A Human-AI Approach for Scaling Real-Time Expertise Rose E. Wang Ana T. Ribeiro Carly Robinson Susanna Loeb Dora Demszky 162 17 0 28 Jan 2025
Rethinking the Bias of Foundation Model under Long-tailed Distribution Jiahao Chen Bin Qin Jiangmeng Li Hao Chen Fuchun Sun 187 0 0 27 Jan 2025
Making Reliable and Flexible Decisions in Long-tailed Classification Bolian Li Ruqi Zhang 467 0 0 23 Jan 2025
Enhancing Robust Fairness via Confusional Spectral Regularization Gaojie Jin Sihao Wu Jiaxu Liu Tianjin Huang Ronghui Mu 224 1 0 22 Jan 2025
A margin-based replacement for cross-entropy loss Michael W. Spratling Heiko H. Schütt 160 0 0 21 Jan 2025
Normalizing Batch Normalization for Long-Tailed Recognition Yuxiang Bao Guoliang Kang Linlin Yang Xiaoyue Duan Bo Zhao Baochang Zhang MQ 111 0 0 06 Jan 2025
Uncovering Memorization Effect in the Presence of Spurious Correlations Chenyu You Haocheng Dai Yifei Min Jasjeet Sekhon S. Joshi James S. Duncan 173 3 0 01 Jan 2025
Contrastive Conditional Alignment based on Label Shift Calibration for Imbalanced Domain Adaptation Xiaona Sun Zhenyu Wu Zhiqiang Zhan Yang Ji 117 1 0 31 Dec 2024
DFME: A New Benchmark for Dynamic Facial Micro-expression Recognition Sirui Zhao Huaying Tang Xinglong Mao Shifeng Liu Hanqing Tao Hongya Wang Tong Xu Enhong Chen 114 3 0 31 Dec 2024
Prior2Posterior: Model Prior Correction for Long-Tailed Learning S Divakar Bhat Amit More Mudit Soni Surbhi Agrawal 128 0 0 21 Dec 2024
Effective Context Modeling Framework for Emotion Recognition in Conversations Cuong Tran Van Thanh V. T. Tran V. Nguyen Truong-Son Hy 155 1 0 21 Dec 2024
Difficulty-aware Balancing Margin Loss for Long-tailed Recognition Minseok Son Inyong Koo Jinyoung Park Changick Kim 145 0 0 20 Dec 2024
SSE-SAM: Balancing Head and Tail Classes Gradually through Stage-Wise SAM Xingyu Lyu Qianqian Xu Zhiyong Yang Shaojie Lyu Qingming Huang 213 1 0 18 Dec 2024
Partial Knowledge Distillation for Alleviating the Inherent Inter-Class Discrepancy in Federated Learning Xiaoyu Gan Xizi Chen Jingyang Zhu Xiaomeng Wang Jingbo Jiang Chi-Ying Tsui FedML 194 0 0 23 Nov 2024
Towards Unbiased and Robust Spatio-Temporal Scene Graph Generation and Anticipation Rohith Peddi Saurabh Ayush Abhay Shrivastava Parag Singla Vibhav Gogate 165 2 0 20 Nov 2024
Energy Score-based Pseudo-Label Filtering and Adaptive Loss for Imbalanced Semi-supervised SAR target recognition Xinzheng Zhang Yuqing Luo Guopeng Li 64 0 0 06 Nov 2024
Dataset Awareness is not Enough: Implementing Sample-level Tail Encouragement in Long-tailed Self-supervised Learning Haowen Xiao Guanghui Liu Xinyi Gao Yang Li Fengmao Lv Jielei Chu 108 0 0 30 Oct 2024
Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition Mengke Li Yong Liu Yang Lu Yiqun Zhang Yiu-ming Cheung Hui Huang VLM 100 4 0 28 Oct 2024
Binary Classification: Is Boosting stronger than Bagging? Dimitris Bertsimas Vasiliki Stoumpou MQ 47 0 0 24 Oct 2024
CKSP: Cross-species Knowledge Sharing and Preserving for Universal Animal Activity Recognition Axiu Mao Meilu Zhu Zhaojin Guo Zheng He Tomas Norton Kai Liu 58 0 0 22 Oct 2024
Granularity Matters in Long-Tail Learning Shizhen Zhao Xin Wen Qingbin Liu Chuofan Ma Chun Yuan Xiaojuan Qi 76 0 0 21 Oct 2024
Optimizing importance weighting in the presence of sub-population shifts Floris Holstege Bram Wouters Noud van Giersbergen C. Diks 88 0 0 18 Oct 2024
GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning Guibin Zhang Haonan Dong Yuchen Zhang Zhixun Li Dingshuo Chen Kai Wang Tianlong Chen Yuxuan Liang Dawei Cheng Kun Wang 124 4 0 17 Oct 2024
Devil in the Tail: A Multi-Modal Framework for Drug-Drug Interaction Prediction in Long Tail Distinction Liangwei Nathan Zheng Chang George Dong Wei Emma Zhang Xin Chen Lin Yue Weitong Chen 44 1 0 16 Oct 2024
SAM-Guided Masked Token Prediction for 3D Scene Understanding Zhimin Chen Liang Yang Yingwei Li Longlong Jing Bing Li 142 3 0 16 Oct 2024
ECGN: A Cluster-Aware Approach to Graph Neural Networks for Imbalanced Classification Bishal Thapaliya Anh Nguyen Yao Lu Tian Xie Igor Grudetskyi Fudong Lin Antonios Valkanas Jingyu Liu Deepayan Chakraborty Bilel Fehri 67 2 0 15 Oct 2024
Fractal Calibration for long-tailed object detection Konstantinos Panagiotis Alexandridis Ismail Elezi Jiankang Deng Anh H. Nguyen Shan Luo 490 0 0 15 Oct 2024
RICASSO: Reinforced Imbalance Learning with Class-Aware Self-Supervised Outliers Exposure Wei Wei Sin Chee Chin Tingxuan Gao Wenming Yang 117 0 0 14 Oct 2024
Prompt Tuning for Audio Deepfake Detection: Computationally Efficient Test-time Domain Adaptation with Limited Target Dataset Hideyuki Oiso Yuto Matsunaga Kazuya Kakizaki Taiki Miyagawa 112 2 0 13 Oct 2024
Distributionally robust self-supervised learning for tabular data Shantanu Ghosh Tiankang Xie Mikhail Kuznetsov OOD 113 1 0 11 Oct 2024
Continual Learning: Less Forgetting, More OOD Generalization via Adaptive Contrastive Replay Hossein Rezaei Mohammad Sabokrou CLL 74 0 0 09 Oct 2024
Continuous Contrastive Learning for Long-Tailed Semi-Supervised Recognition Zi-Hao Zhou Siyuan Fang Zi-Jing Zhou Tong Wei Yuanyu Wan Min-Ling Zhang 84 4 0 08 Oct 2024
Data Quality Issues in Vulnerability Detection Datasets Yuejun Guo Seifeddine Bettaieb AAML 66 4 0 08 Oct 2024
Underwater Object Detection in the Era of Artificial Intelligence: Current, Challenge, and Future Long Chen Yuzhi Huang Junyu Dong Qi Xu Sam Kwong Huimin Lu Huchuan Lu Chongyi Li 78 3 0 08 Oct 2024
EgoOops: A Dataset for Mistake Action Detection from Egocentric Videos Referring to Procedural Texts Yuto Haneji Taichi Nishimura Hirotaka Kameko Keisuke Shirai Tomoya Yoshida Keiya Kajimura Koki Yamamoto Taiyu Cui Tomohiro Nishimoto Shinsuke Mori EgoV 107 0 0 07 Oct 2024
Adjusting Pretrained Backbones for Performativity Berker Demirel Lingjing Kong Kun Zhang Theofanis Karaletsos Celestine Mendler-Dünner Francesco Locatello KELM 69 0 0 06 Oct 2024
Taming the Tail: Leveraging Asymmetric Loss and Pade Approximation to Overcome Medical Image Long-Tailed Class Imbalance Pankhi Kashyap Pavni Tandon Sunny Gupta Abhishek Tiwari Ritwik Kulkarni Kshitij Sharad Jadhav 82 1 0 05 Oct 2024