2025 "information bottleneck" Papers

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CyIN: Cyclic Informative Latent Space for Bridging Complete and Incomplete Multimodal Learning

Ronghao Lin, Qiaolin He, Sijie Mai et al.

NeurIPS 2025poster

Diffusion Bridge AutoEncoders for Unsupervised Representation Learning

Yeongmin Kim, Kwanghyeon Lee, Minsang Park et al.

ICLR 2025arXiv:2405.17111
6
citations

Rebalancing Contrastive Alignment with Bottlenecked Semantic Increments in Text-Video Retrieval

Jian Xiao, Zijie Song, Jialong Hu et al.

NeurIPS 2025posterarXiv:2505.12499