2024 "mutual information" Papers

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Paper Type

poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

An Independence-promoting Loss for Music Generation with Language Models

Jean-Marie Lemercier, Simon Rouard, Jade Copet et al.

ICML 2024poster

Bottleneck-Minimal Indexing for Generative Document Retrieval

Xin Du, Lixin Xiu, Kumiko Tanaka-Ishii

ICML 2024poster

Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability Measure

Xinying Zou, Samir Perlaza, Inaki Esnaola et al.

AAAI 2024paperarXiv:2312.12236

No Free Prune: Information-Theoretic Barriers to Pruning at Initialization

Tanishq Kumar, Kevin Luo, Mark Sellke

ICML 2024poster

Tabular Insights, Visual Impacts: Transferring Expertise from Tables to Images

Jun-Peng Jiang, Han-Jia Ye, Leye Wang et al.

ICML 2024spotlight

TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training

Chaoya Jiang, Wei Ye, Haiyang Xu et al.

AAAI 2024paperarXiv:2312.08846