Search Results for author: Yanting Yang

Found 5 papers, 0 papers with code

Multimodal Pretraining, Adaptation, and Generation for Recommendation: A Survey

no code implementations31 Mar 2024 Qijiong Liu, Jieming Zhu, Yanting Yang, Quanyu Dai, Zhaocheng Du, Xiao-Ming Wu, Zhou Zhao, Rui Zhang, Zhenhua Dong

The recent advancements in pretrained multimodal models offer new opportunities and challenges in developing content-aware recommender systems.

Recommendation Systems

Learnable Community-Aware Transformer for Brain Connectome Analysis with Token Clustering

no code implementations13 Mar 2024 Yanting Yang, Beidi Zhao, Zhuohao Ni, Yize Zhao, Xiaoxiao Li

Neuroscientific research has revealed that the complex brain network can be organized into distinct functional communities, each characterized by a cohesive group of regions of interest (ROIs) with strong interconnections.

Clustering

Deep Learning-based MRI Reconstruction with Artificial Fourier Transform (AFT)-Net

no code implementations18 Dec 2023 Yanting Yang, Jeffery Siyuan Tian, Matthieu Dagommer, Jia Guo

The AFT-Net can be readily used to solve the image inverse problems in domain-transform, especially for accelerated magnetic resonance imaging (MRI) reconstruction and other applications.

MRI Reconstruction

DisCover: Disentangled Music Representation Learning for Cover Song Identification

no code implementations19 Jul 2023 Jiahao Xun, Shengyu Zhang, Yanting Yang, Jieming Zhu, Liqun Deng, Zhou Zhao, Zhenhua Dong, RuiQi Li, Lichao Zhang, Fei Wu

We analyze the CSI task in a disentanglement view with the causal graph technique, and identify the intra-version and inter-version effects biasing the invariant learning.

Blocking Cover song identification +3

Detecting Schizophrenia with 3D Structural Brain MRI Using Deep Learning

no code implementations26 Jun 2022 Junhao Zhang, Vishwanatha M. Rao, Ye Tian, Yanting Yang, Nicolas Acosta, Zihan Wan, Pin-Yu Lee, Chloe Zhang, Lawrence S. Kegeles, Scott A. Small, Jia Guo

Our finding corroborates that schizophrenia is associated with widespread alterations in subcortical brain structure and the subcortical structural information provides prominent features in diagnostic classification.

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