Search Results for author: Zhiquan He

Found 3 papers, 2 papers with code

Harnessing Joint Rain-/Detail-aware Representations to Eliminate Intricate Rains

1 code implementation18 Apr 2024 Wu Ran, Peirong Ma, Zhiquan He, Hao Ren, Hong Lu

By integrating CoI-M with the rain-/detail-aware Contrastive learning, we develop CoIC, an innovative and potent algorithm tailored for training models on mixed datasets.

Contrastive Learning Rain Removal

MCPI: Integrating Multimodal Data for Enhanced Prediction of Compound Protein Interactions

no code implementations15 Jun 2023 Li Zhang, Wenhao Li, Haotian Guan, Zhiquan He, Mingjun Cheng, Han Wang

The identification of compound-protein interactions (CPI) plays a critical role in drug screening, drug repurposing, and combination therapy studies.

Contrastive Bayesian Analysis for Deep Metric Learning

1 code implementation10 Oct 2022 Shichao Kan, Zhiquan He, Yigang Cen, Yang Li, Vladimir Mladenovic, Zhihai He

Recent methods for deep metric learning have been focusing on designing different contrastive loss functions between positive and negative pairs of samples so that the learned feature embedding is able to pull positive samples of the same class closer and push negative samples from different classes away from each other.

Contrastive Learning Metric Learning

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