Image de couverture de livre

LCGC: Learning from Consistency Gradient Conflicting for Class-Imbalanced Semi-Supervised Debiasing

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Xing, Weiwei, Cheng, Yue, Yi, Hongzhu, Gao, Xiaohui, Wei, Xiang, Guo, Xiaoyu, Zhang, Yuming, Pang, Xinyu
Format:	Preprint
Publié:	2025
Sujets:	Computer Vision and Pattern Recognition
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

CDMAD: Class-Distribution-Mismatch-Aware Debiasing for Class-Imbalanced Semi-Supervised Learning
par: Lee, Hyuck, et autres
Publié: (2024)

Sampling Control for Imbalanced Calibration in Semi-Supervised Learning
par: Tian, Senmao, et autres
Publié: (2025)

An Embarrassingly Simple Baseline for Imbalanced Semi-Supervised Learning
par: Chen, Hao, et autres
Publié: (2022)

Semantic Class Distribution Learning for Debiasing Semi-Supervised Medical Image Segmentation
par: Su, Yingxue, et autres
Publié: (2026)

Leveraging Label Proportion Prior for Class-Imbalanced Semi-Supervised Learning
par: Akiba, Kohki, et autres
Publié: (2026)

Gradient-based Sampling for Class Imbalanced Semi-supervised Object Detection
par: Li, Jiaming, et autres
Publié: (2024)

Multimodal Deep Generative Model for Semi-Supervised Learning under Class Imbalance
par: Yoon, Heegeon, et autres
Publié: (2026)

M$^3$HL: Mutual Mask Mix with High-Low Level Feature Consistency for Semi-Supervised Medical Image Segmentation
par: Liu, Yajun, et autres
Publié: (2025)

A Study on Semi-Supervised Detection of DDoS Attacks under Class Imbalance
par: Hallaji, Ehsan, et autres
Publié: (2025)

Defying Imbalanced Forgetting in Class Incremental Learning
par: Xu, Shixiong, et autres
Publié: (2024)

IceBerg: Debiased Self-Training for Class-Imbalanced Node Classification
par: Li, Zhixun, et autres
Publié: (2025)

Coloring invariants for links in $Σ_g\times S^1$
par: Cheng, Zhiyun, et autres
Publié: (2024)

Leveraging Textual Anatomical Knowledge for Class-Imbalanced Semi-Supervised Multi-Organ Segmentation
par: Gu, Yuliang, et autres
Publié: (2025)

Gradient Reweighting: Towards Imbalanced Class-Incremental Learning
par: He, Jiangpeng, et autres
Publié: (2024)

RICASSO: Reinforced Imbalance Learning with Class-Aware Self-Supervised Outliers Exposure
par: Zhang, Xuan, et autres
Publié: (2024)

Class-Imbalanced Semi-Supervised Learning for Large-Scale Point Cloud Semantic Segmentation via Decoupling Optimization
par: Li, Mengtian, et autres
Publié: (2024)

Towards Non-Exemplar Semi-Supervised Class-Incremental Learning
par: Liu, Wenzhuo, et autres
Publié: (2024)

Shape Transformation Driven by Active Contour for Class-Imbalanced Semi-Supervised Medical Image Segmentation
par: Gu, Yuliang, et autres
Publié: (2024)

Learning Label Refinement and Threshold Adjustment for Imbalanced Semi-Supervised Learning
par: Li, Zeju, et autres
Publié: (2024)

Temporal Imbalance of Positive and Negative Supervision in Class-Incremental Learning
par: Ma, Jinge, et autres
Publié: (2026)

Geometric Imbalance in Semi-Supervised Node Classification
par: Yan, Liang, et autres
Publié: (2023)

LOCAL: Learning with Orientation Matrix to Infer Causal Structure from Time Series Data
par: Zhang, Jiajun, et autres
Publié: (2024)

SeMi: When Imbalanced Semi-Supervised Learning Meets Mining Hard Examples
par: Wang, Yin, et autres
Publié: (2025)

Robust Semi-Supervised Learning for Self-learning Open-World Classes
par: Xi, Wenjuan, et autres
Publié: (2024)

In-Context Semi-Supervised Learning
par: Fan, Jiashuo, et autres
Publié: (2025)

Harmonized Gradient Descent for Class Imbalanced Data Stream Online Learning
par: Zhou, Han, et autres
Publié: (2025)

Combating Data Imbalances in Federated Semi-supervised Learning with Dual Regulators
par: Bai, Sikai, et autres
Publié: (2023)

Cross Branch Feature Fusion Decoder for Consistency Regularization-based Semi-Supervised Change Detection
par: Xing, Yan, et autres
Publié: (2024)

NodeReg: Mitigating the Imbalance and Distribution Shift Effects in Semi-Supervised Node Classification via Norm Consistency
par: Yang, Shenzhi, et autres
Publié: (2025)

Learning to Predict Gradients for Semi-Supervised Continual Learning
par: Luo, Yan, et autres
Publié: (2022)

Causal Evidence for Attention Head Imbalance in Modality Conflict Hallucination
par: Jiang, Jinrui, et autres
Publié: (2026)

Style-Aware Blending and Prototype-Based Cross-Contrast Consistency for Semi-Supervised Medical Image Segmentation
par: Chen, Chaowei, et autres
Publié: (2025)

Rethinking Semi-Supervised Imbalanced Node Classification from Bias-Variance Decomposition
par: Yan, Liang, et autres
Publié: (2023)

Chord index for knots in thickened surfaces
par: Cheng, Zhiyun, et autres
Publié: (2021)

DUEL: Duplicate Elimination on Active Memory for Self-Supervised Class-Imbalanced Learning
par: Choi, Won-Seok, et autres
Publié: (2024)

LapGAT: A Semi‐Supervised Learning Framework for Drug–Target Interaction Prediction
par: Lianjun Song, et autres
Publié: (2026)

Open or Cease the Fire: Chinese Arms Exports and Civil Conflicts
par: Xiaoyu He, et autres
Publié: (2025)

GTPC-SSCD: Gate-guided Two-level Perturbation Consistency-based Semi-Supervised Change Detection
par: Xing, Yan, et autres
Publié: (2024)

Gradient Extrapolation for Debiased Representation Learning
par: Asaad, Ihab, et autres
Publié: (2025)

Re-Evaluating the Impact of Unseen-Class Unlabeled Data on Semi-Supervised Learning Model
par: He, Rundong, et autres
Publié: (2025)