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EDDINet: Enhancing drug–drug interaction prediction via information flow and consensus constrained multi-graph contrastive learning

• Authors : Wang, Hong; Zhuang, Luhe; Ding, Yijie

Subjects: Consensus regularization; Contrastive learning; DDI prediction

• Source: Artificial Intelligence in Medicine. 159:1-13

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i-CLTP: Integrated contrastive learning with transformer framework for traffic state prediction and network-wide analysis

• Authors : Jia, Ruo, 1993; Gao, Kun, 1993; Liu, Yang, 1991

Subjects: Soft clustering; Traffic state prediction; Fundamental diagram

• Source: Digitala verktyg för hållbar planering och hantering av delad mikromobilitet med hjälp av Big Data Eldrivna multimodala transportsystem för att stärka urban tillgänglighet och konnektivitet

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Understanding Difficult-to-learn Examples in Contrastive Learning: A Theoretical Framework for Spectral Contrastive Learning

• Authors : Zhang, Yi-Ge; Cui, Jingyi; Li, Qiran

Subjects: Computer Science - Machine Learning; Computer Science - Artificial Intelligence

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Edge Contrastive Learning: An Augmentation-Free Graph Contrastive Learning Model

• Authors : Li, Yujun; Zhang, Hongyuan; Yuan, Yuan

Subjects: Computer Science - Machine Learning

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Improving Multi-Label Contrastive Learning by Leveraging Label Distribution

• Authors : Chen, Ning; Lyu, Shen-Huan; Wu, Tian-Shuang

Subjects: Computer Science - Machine Learning; Computer Science - Artificial Intelligence; Computer Science - Computer Vision and Pattern Recognition

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DyPCL: Dynamic Phoneme-level Contrastive Learning for Dysarthric Speech Recognition

• Authors : Lee, Wonjun; Im, Solee; Do, Heejin

Subjects: Computer Science - Computation and Language; Computer Science - Sound; Electrical Engineering and Systems Science - Audio and Speech Processing

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Contrastive Learning Meets Pseudo-label-assisted Mixup Augmentation: A Comprehensive Graph Representation Framework from Local to Global

• Authors : Wang, Jinlu; Sun, Yanfeng; Wang, Jiapu

Subjects: Computer Science - Machine Learning

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Temperature-Free Loss Function for Contrastive Learning

• Authors : Kim, Bum Jun; Kim, Sang Woo

Subjects: Computer Science - Machine Learning

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Multi-Level Attention and Contrastive Learning for Enhanced Text Classification with an Optimized Transformer

• Authors : Gao, Jia; Liu, Guiran; Zhu, Binrong

Subjects: Computer Science - Computation and Language

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Enhancing Multimodal Entity Linking with Jaccard Distance-based Conditional Contrastive Learning and Contextual Visual Augmentation

• Authors : Nguyen, Cong-Duy; Wu, Xiaobao; Nguyen, Thong

Subjects: Computer Science - Computer Vision and Pattern Recognition; Computer Science - Artificial Intelligence

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