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
Foundation Model Insights and a Multi-Model Approach for Superior Fine-Grained One-shot Subset Selection Zhijing Wan Zhixiang Wang Zheng Wang Xin Xu Shiníchi Satoh 47 0 0 17 Jun 2025
Compositional Attribute Imbalance in Vision Datasets Jiayi Chen Yanbiao Ma Andi Zhang Weidong Tang Wei-Ming Dai Bowei Liu CoGe 58 0 0 17 Jun 2025
Pixel-wise Modulated Dice Loss for Medical Image Segmentation Seyed Mohsen Hosseini 30 0 0 17 Jun 2025
Anomaly Object Segmentation with Vision-Language Models for Steel Scrap Recycling Daichi Tanaka Takumi Karasawa Shu Takenouchi Rei Kawakami 27 0 0 16 Jun 2025
Mixture Experts with Test-Time Self-Supervised Aggregation for Tabular Imbalanced Regression Yung-Chien Wang Kuang-Da Wang Wei-Yao Wang Wen-Chih Peng MoE 22 0 0 08 Jun 2025
Long-Tailed Learning for Generalized Category Discovery Cuong Manh Hoang 31 0 0 08 Jun 2025
Any-Class Presence Likelihood for Robust Multi-Label Classification with Abundant Negative Data Dumindu Tissera Omar Awadallah Muhammad Umair Danish Ayan Sadhu Katarina Grolinger 63 0 0 06 Jun 2025
EMO-Debias: Benchmarking Gender Debiasing Techniques in Multi-Label Speech Emotion Recognition Yi-Cheng Lin Huang-Cheng Chou Yu-Hsuan Li Liang Hung-yi Lee 95 0 0 05 Jun 2025
HiLO: High-Level Object Fusion for Autonomous Driving using Transformers Timo Osterburg Franz Albers Christopher P. Diehl Rajesh Pushparaj Torsten Bertram 54 0 0 03 Jun 2025
Aligned Contrastive Loss for Long-Tailed Recognition Jiali Ma Jiequan Cui Maeno Kazuki Lakshmi Subramanian Karlekar Jayashree Sugiri Pranata Hanwang Zhang 48 0 0 01 Jun 2025
Long-Tailed Visual Recognition via Permutation-Invariant Head-to-Tail Feature Fusion Mengke Li Zhikai Hu Yang Lu Weichao Lan Y. Cheung Hui Huang 51 0 0 31 May 2025
NeuronTune: Towards Self-Guided Spurious Bias Mitigation Guangtao Zheng Wenqian Ye Aidong Zhang 45 0 0 29 May 2025
Adaptive Location Hierarchy Learning for Long-Tailed Mobility Prediction Yu Wang Junshu Dai Yuchen Ying Yuxuan Liang Tongya Zheng Mingli Song 76 0 0 26 May 2025
MoMBS: Mixed-order minibatch sampling enhances model training from diverse-quality images Han Li Hu Han S.Kevin Zhou 81 0 0 24 May 2025
Benchmarking Early Agitation Prediction in Community-Dwelling People with Dementia Using Multimodal Sensors and Machine Learning Ali Abedi Charlene H. Chu Shehroz S. Khan 22 0 0 23 May 2025
Meta-PerSER: Few-Shot Listener Personalized Speech Emotion Recognition via Meta-learning Liang-Yeh Shen Shi-Xin Fang Yi-Cheng Lin Huang-Cheng Chou Hung-yi Lee 55 0 0 22 May 2025
NeuBM: Mitigating Model Bias in Graph Neural Networks through Neutral Input Calibration Jiawei Gu Ziyue Qiao Xiao Luo 220 0 0 21 May 2025
Mitigating Spurious Correlations with Causal Logit Perturbation Xiaoling Zhou Wei Ye Rui Xie Shikun Zhang CML 101 0 0 21 May 2025
Mitigating Subgroup Disparities in Multi-Label Speech Emotion Recognition: A Pseudo-Labeling and Unsupervised Learning Approach Yi-Cheng Lin Huang-Cheng Chou Hung-yi Lee 57 2 0 20 May 2025
VISTA: Enhancing Vision-Text Alignment in MLLMs via Cross-Modal Mutual Information Maximization Mingxiao Li Na Su Fang Qu Zhizhou Zhong Ziyang Chen Yuezun Li Zhaopeng Tu Xiaolong Li 43 0 0 16 May 2025
Empowering Vision Transformers with Multi-Scale Causal Intervention for Long-Tailed Image Classification Xiaoshuo Yan Zerui Li Lei Meng Zhuang Qi Wei Wu Zixuan Li Xiangxu Meng CML BDL 79 0 0 13 May 2025
Exploring Multimodal Foundation AI and Expert-in-the-Loop for Sustainable Management of Wild Salmon Fisheries in Indigenous Rivers Chi Xu Yili Jin Sami Ma Rongsheng Qian Hao Fang ... Xue Liu Edith C.H. Ngai William I. Atlas Katrina M. Connors Mark A. Spoljaric 72 0 0 10 May 2025
Towards Application-Specific Evaluation of Vision Models: Case Studies in Ecology and Biology A. H. H. Chan Otto Brookes Urs Waldmann Hemal Naik I. Couzin ... Lukas Boesch M. Arandjelovic H. Kühl T. Burghardt Fumihiro Kano 437 0 0 05 May 2025
Focal-SAM: Focal Sharpness-Aware Minimization for Long-Tailed Classification Sicong Li Qianqian Xu Zhiyong Yang Zitai Wang Li Zhang Xiaochun Cao Qingming Huang 160 0 0 03 May 2025
Enhancing Surgical Documentation through Multimodal Visual-Temporal Transformers and Generative AI Hugo Georgenthum Cristian Cosentino Fabrizio Marozzo Pietro Liò MedIm 445 0 0 28 Apr 2025
A Survey on Small Sample Imbalance Problem: Metrics, Feature Analysis, and Solutions Shuxian Zhao Jie Gui Minjing Dong Baosheng Yu Zhipeng Gui Lu Dong Yuan Yan Tang James T. Kwok 124 0 0 21 Apr 2025
Dynamic Graph-Like Learning with Contrastive Clustering on Temporally-Factored Ship Motion Data for Imbalanced Sea State Estimation in Autonomous Vessel Kexin Wang Mengna Liu Xu Cheng Fan Shi Shanshan Qi Shengyong Chen 85 0 0 21 Apr 2025
Representation Learning for Tabular Data: A Comprehensive Survey Jun-Peng Jiang Si-Yang Liu Hao-Run Cai Qile Zhou Han-Jia Ye LMTD 188 4 0 17 Apr 2025
LIFT+: Lightweight Fine-Tuning for Long-Tail Learning Jiang-Xin Shi Tong Wei Yu-Feng Li 64 0 0 17 Apr 2025
LCGC: Learning from Consistency Gradient Conflicting for Class-Imbalanced Semi-Supervised Debiasing Weiwei Xing Yue Cheng Hongzhu Yi Xiaohui Gao Xiang Wei Xiaoyu Guo Yuming Zhang Xinyu Pang BDL 93 1 0 09 Apr 2025
AD-Det: Boosting Object Detection in UAV Images with Focused Small Objects and Balanced Tail Classes Zhenteng Li Sheng Lian Dengfeng Pan Yijiao Wang Wei Liu 143 0 0 08 Apr 2025
Loss Functions in Deep Learning: A Comprehensive Review Omar Elharrouss Yasir Mahmood Yassine Bechqito Mohamed Adel Serhani E. Badidi Jamal Riffi Hamid Tairi 128 0 0 05 Apr 2025
Cost-Sensitive Learning for Long-Tailed Temporal Action Segmentation Zhanzhong Pang Fadime Sener Shrinivas Ramasubramanian Angela Yao 137 1 0 24 Mar 2025
A Causal Adjustment Module for Debiasing Scene Graph Generation Li Liu Shuzhou Sun Shuaifeng Zhi Fan Shi Zhen Liu J. Heikkilä Yongxiang Liu CML 93 2 0 22 Mar 2025
Jailbreaking the Non-Transferable Barrier via Test-Time Data Disguising Yongli Xiang Ziming Hong Lina Yao Dadong Wang Tongliang Liu AAML 102 1 0 21 Mar 2025
From Head to Tail: Efficient Black-box Model Inversion Attack via Long-tailed Learning Ziang Li Hongguang Zhang Juan Wang Meihui Chen Hongxin Hu Wenzhe Yi Xiaoyang Xu Mengda Yang Chenjun Ma 146 0 0 20 Mar 2025
VerbDiff: Text-Only Diffusion Models with Enhanced Interaction Awareness SeungJu Cha Kwanyoung Lee Ye-Chan Kim Hyunwoo Oh Dong-Jin Kim 73 0 0 20 Mar 2025
A Bird Song Detector for improving bird identification through Deep Learning: a case study from Doñana Alba Márquez-Rodríguez Miguel Ángel Mohedano-Munoz Manuel J. Marín-Jiménez Eduardo Santamaría-García Giulia Bastianelli Pedro Jordano Irene Mendoza 85 0 0 19 Mar 2025
Spotting Persuasion: A Low-cost Model for Persuasion Detection in Political Ads on Social Media Elyas Meguellati Stefano Civelli Pietro Bernardelle S. Sadiq Gianluca Demartini 81 0 0 18 Mar 2025
Conformal Prediction and MLLM aided Uncertainty Quantification in Scene Graph Generation Sayak Nag Udita Ghosh Sarosij Bose Calvin-Khang Ta Jiachen Li Amit K. Roy-Chowdhury 225 0 0 18 Mar 2025
Gradient Extrapolation for Debiased Representation Learning Ihab Asaad M. Shadaydeh Joachim Denzler 85 0 0 17 Mar 2025
A New Benchmark for Few-Shot Class-Incremental Learning: Redefining the Upper Bound Shiwon Kim Dongjun Hwang Sungwon Woo Rita Singh CLL 140 0 0 13 Mar 2025
LabelCoRank: Revolutionizing Long Tail Multi-Label Classification with Co-Occurrence Reranking Yan Yan Junyuan Liu Bo Zhang 72 0 0 11 Mar 2025
Prototype-based Heterogeneous Federated Learning for Blade Icing Detection in Wind Turbines with Class Imbalanced Data Lele Qi Mengna Liu Xu Cheng Fan Shi Xiufeng Liu Shengyong Chen 82 0 0 11 Mar 2025
Trustworthy Machine Learning via Memorization and the Granular Long-Tail: A Survey on Interactions, Tradeoffs, and Beyond Qiongxiu Li Xiaoyu Luo Yiyi Chen Johannes Bjerva 258 2 0 10 Mar 2025
Approximate Size Targets Are Sufficient for Accurate Semantic Segmentation Xingye Fan Zhongwen Z. Zhang Yuri Boykov VLM 110 0 0 10 Mar 2025
Long-tailed Adversarial Training with Self-Distillation Seungju Cho Hongsin Lee Changick Kim AAML TTA 507 0 0 09 Mar 2025
Subgraph Federated Learning for Local Generalization Sungwon Kim Yoonho Lee Yunhak Oh Namkyeong Lee Sukwon Yun Junseok Lee Sein Kim Carl Yang Chanyoung Park FedML OOD 157 3 0 06 Mar 2025
Knowledge Augmentation in Federation: Rethinking What Collaborative Learning Can Bring Back to Decentralized Data Wentai Wu Ligang He Saiqin Long Ahmed M. Abdelmoniem Yingliang Wu Rui Mao 129 0 0 05 Mar 2025
LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection Tianyi Ma Yiyue Qian Zehong Wang Zheyuan Zhang Chuxu Zhang Yanfang Ye 89 3 0 28 Feb 2025