"information bottleneck principle" Papers
14 papers found
Conference
Aligning Multimodal Representations through an Information Bottleneck
Antonio Almudévar, Jose Miguel Hernandez-Lobato, Sameer Khurana et al.
ICML 2025arXiv:2506.04870
6
citations
Learning Mask Invariant Mutual Information for Masked Image Modeling
Tao Huang, Yanxiang Ma, Shan You et al.
ICLR 2025arXiv:2502.19718
4
citations
Minimal Semantic Sufficiency Meets Unsupervised Domain Generalization
Tan Pan, Kaiyu Guo, Dongli Xu et al.
NEURIPS 2025arXiv:2509.15791
Prompt-Guided Alignment with Information Bottleneck Makes Image Compression Also a Restorer
Xuelin Shen, Quan Liu, Jiayin Xu et al.
NEURIPS 2025
Reversible Decoupling Network for Single Image Reflection Removal
Hao Zhao, Mingjia Li, Qiming Hu et al.
CVPR 2025arXiv:2410.08063
16
citations
Structural Entropy Guided Probabilistic Coding
Xiang Huang, Hao Peng, Li Sun et al.
AAAI 2025paperarXiv:2412.08841
3
citations
Visual Instruction Bottleneck Tuning
Changdae Oh, Jiatong Li, Shawn Im et al.
NEURIPS 2025arXiv:2505.13946
3
citations
ZPressor: Bottleneck-Aware Compression for Scalable Feed-Forward 3DGS
Weijie Wang, Donny Y. Chen, Zeyu Zhang et al.
NEURIPS 2025arXiv:2505.23734
6
citations
Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics
Xinyu Zhang, Wenjie Qiu, Yi-Chen Li et al.
ICML 2024arXiv:2402.11317
1
citations
Deep Regression Representation Learning with Topology
Shihao Zhang, Kenji Kawaguchi, Angela Yao
ICML 2024arXiv:2404.13904
2
citations
Differentiable Information Bottleneck for Deterministic Multi-view Clustering
Xiaoqiang Yan, Zhixiang Jin, Fengshou Han et al.
CVPR 2024arXiv:2403.15681
17
citations
Drug Discovery with Dynamic Goal-aware Fragments
Seul Lee, Seanie Lee, Kenji Kawaguchi et al.
ICML 2024arXiv:2310.00841
19
citations
Forget Sharpness: Perturbed Forgetting of Model Biases Within SAM Dynamics
Ankit Vani, Frederick Tung, Gabriel Oliveira et al.
ICML 2024arXiv:2406.06700
TimeX++: Learning Time-Series Explanations with Information Bottleneck
Zichuan Liu, Tianchun Wang, Jimeng Shi et al.
ICML 2024arXiv:2405.09308
30
citations