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Zhenchao Tang

3 accepted papers

2025

DUSTED: Dual-Attention Enhanced Spatial Transcriptomics Denoiser

AAAI 2025technical

Spatially Resolved Transcriptomics (SRT) has become an indispensable tool in various fields, including tumor microenvironment identification, neurobiology, and the study of complex tissue architecture. However, the accuracy of these insights is often compromised by noise in spatial transcriptomics…

2024

Comprehensive View Embedding Learning for Single-Cell Multimodal Integration

AAAI 2024technical

Motivation: Advances in single-cell measurement techniques provide rich multimodal data, which helps us to explore the life state of cells more deeply. However, multimodal integration, or, learning joint embeddings from multimodal data remains a current challenge. The difficulty in integrating unpai…

2023

Weakly Supervised Posture Mining for Fine-Grained Classification

CVPR 2023poster

Because the subtle differences between the different sub-categories of common visual categories such as bird species, fine-grained classification has been seen as a challenging task for many years. Most previous works focus towards the features in the single discriminative region isolatedly, while n…

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