"information bottleneck theory" Papers

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Enhancing the Maximum Effective Window for Long-Term Time Series Forecasting

Jiahui Zhang, Zhengyang Zhou, Wenjie Du et al.

NEURIPS 2025

Narrowing Information Bottleneck Theory for Multimodal Image-Text Representations Interpretability

Zhiyu Zhu, Zhibo Jin, Jiayu Zhang et al.

ICLR 2025arXiv:2502.14889
3
citations

CLOSER: Towards Better Representation Learning for Few-Shot Class-Incremental Learning

Junghun Oh, Sungyong Baik, Kyoung Mu Lee

ECCV 2024arXiv:2410.05627
17
citations

Partial Multi-View Multi-Label Classification via Semantic Invariance Learning and Prototype Modeling

Chengliang Liu, Gehui Xu, Jie Wen et al.

ICML 2024