Poster

Tue 9:00

Co-Modality Graph Contrastive Learning for Imbalanced Node Classification
Yiyue Qian · Chunhui Zhang · Yiming Zhang · Qianlong Wen · Yanfang Ye · Chuxu Zhang

Workshop

Diving into Unified Data-Model Sparsity for Class-Imbalanced Graph Representation Learning
Chunhui Zhang · Chao Huang · Yijun Tian · Qianlong Wen · Zhongyu Ouyang · Youhuan Li · Yanfang Ye · Chuxu Zhang

Poster

Thu 14:00

Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network?
Yibo Yang · Shixiang Chen · Xiangtai Li · Liang Xie · Zhouchen Lin · Dacheng Tao

Workshop

Hybrid-EDL: Improving Evidential Deep Learning for Uncertainty Quantification on Imbalanced Data
Tong Xia · Jing Han · Lorena Qendro · Ting Dang · Cecilia Mascolo

Poster

Thu 14:00

Learning to Re-weight Examples with Optimal Transport for Imbalanced Classification
Dandan Guo · Zhuo Li · meixi zheng · He Zhao · Mingyuan Zhou · Hongyuan Zha

Workshop

Instance norm improves meta-learning in class-imbalanced land cover classification
Marc Russwurm · Devis Tuia

Poster

SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning
Haobo Wang · Mingxuan Xia · Yixuan Li · Yuren Mao · Lei Feng · Gang Chen · Junbo Zhao

Workshop

Online Continual Learning from Imbalanced Data with Kullback-Leibler-loss based replay buffer updates
Sotirios Nikoloutsopoulos · Iordanis Koutsopoulos · Michalis Titsias

Poster

Wed 14:00

Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data
Harsh Rangwani · Sumukh K Aithal · Mayank Mishra · Venkatesh Babu R