"mutual information maximization" Papers

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Efficient Distribution Matching of Representations via Noise-Injected Deep InfoMax

Ivan Butakov, Alexander Semenenko, Alexander Tolmachev et al.

ICLR 2025arXiv:2410.06993

Scrutinize What We Ignore: Reining In Task Representation Shift Of Context-Based Offline Meta Reinforcement Learning

Hai Zhang, Boyuan Zheng, Tianying Ji et al.

ICLR 2025arXiv:2405.12001

Towards Learnable Anchor for Deep Multi-View Clustering

Bocheng Wang, Chusheng Zeng, Mulin Chen et al.

AAAI 2025paperarXiv:2503.12427

What to align in multimodal contrastive learning?

Benoit Dufumier, Javiera Castillo Navarro, Devis Tuia et al.

ICLR 2025arXiv:2409.07402

Hierarchical Gaussian Mixture Normalizing Flow Modeling for Unified Anomaly Detection

Xincheng Yao, Ruoqi Li, Zefeng Qian et al.

ECCV 2024arXiv:2403.13349

Learning Adaptive and View-Invariant Vision Transformer for Real-Time UAV Tracking

Yongxin Li, Mengyuan Liu, You Wu et al.

Learning with Partial-Label and Unlabeled Data: A Uniform Treatment for Supervision Redundancy and Insufficiency

Yangfan Liu, JIAQI LYU, Xin Geng et al.

ICML 2024spotlight

Pseudo-Label Calibration Semi-supervised Multi-Modal Entity Alignment

Luyao Wang, Pengnian Qi, Xigang Bao et al.

AAAI 2024paperarXiv:2403.01203

RMIB: Representation Matching Information Bottleneck for Matching Text Representations

Haihui Pan, zhifang Liao, Wenrui Xie et al.

Sterling: Synergistic Representation Learning on Bipartite Graphs

Baoyu Jing, Yuchen Yan, Kaize Ding et al.

AAAI 2024paperarXiv:2302.05428