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Neural Networks, Volume 181
Volume 181, 2025
- Yundong Sun
, Dongjie Zhu
GTC: GNN-Transformer co-contrastive learning for self-supervised heterogeneous graph representation. 106645 - Yuntao Du, Siqi Luo, Yi Xin, Mingcai Chen, Shuai Feng, Mujie Zhang, Chonngjun Wang
Multi-source fully test-time adaptation. 106661 - Linfeng Feng
Eliminating quantization errors in classification-based sound source localization. 106679 - Langping He, Bing Wei
Bio-inspired deep neural local acuity and focus learning for visual image recognition. 106712 - Matthias Brucklacher
Learning to segment self-generated from externally caused optic flow through sensorimotor mismatch circuits. 106716 - Liwen Peng
A unified multimodal classification framework based on deep metric learning. 106747 - Yi Cheng, Peng Yao
DCST: Dual Cross-Supervision for Transformer-based Unsupervised Domain Adaptation. 106749 - Tomoumi Takase
Optimal layer selection for latent data augmentation. 106753 - Zhuo Xiang
Federated learning via multi-attention guided UNet for thyroid nodule segmentation of ultrasound images. 106754 - Zhen-Yu He, Jia-Qi Lin
Interaction-knowledge semantic alignment for recommendation. 106755 - Xian Mo
Multi-relational graph contrastive learning with learnable graph augmentation. 106757 - Arash Akbarinia
Exploring the categorical nature of colour perception: Insights from artificial networks. 106758 - Qihan Hu
Efficient multi-view fusion and flexible adaptation to view missing in cardiovascular system signals. 106760 - Ji-Sang Hwang
HiddenSinger: High-quality singing voice synthesis via neural audio codec and latent diffusion models. 106762 - Long Tang, Pengfei Yan, Yingjie Tian, Panos M. Pardalos:
Self-adaptive label discovery and multi-view fusion for complementary label learning. 106763 - Changzeng Fu
HiMul-LGG: A hierarchical decision fusion-based local-global graph neural network for multimodal emotion recognition in conversation. 106764 - Yuqi Ma, Huamin Wang, Hangchi Shen, Shukai Duan, Shiping Wen:
Analog Spiking U-Net integrating CBAM&ViT for medical image segmentation. 106765 - Shan He
Physical reservoir computing on a soft bio-inspired swimmer. 106766 - Faisal Ahmed
MemberShield: A framework for federated learning with membership privacy. 106768 - Bo Xia
A delay-robust method for enhanced real-time reinforcement learning. 106769 - Lea Kunkel, Mathias Trabs:
A Wasserstein perspective of Vanilla GANs. 106770 - Madison Lewis, Wenlong Jiang, Nicholas D. Theis
Classification of psychosis spectrum disorders using graph convolutional networks with structurally constrained functional connectomes. 106771 - Amal Shaheen
Rethinking deep clustering paradigms: Self-supervision is all you need. 106773 - Farhatullah, Xin Chen
A deep learning approach for non-invasive Alzheimer's monitoring using microwave radar data. 106778 - Guixian Zhang
Disentangled contrastive learning for fair graph representations. 106781 - Quanyou Shen
MixUNETR: A U-shaped network based on W-MSA and depth-wise convolution with channel and spatial interactions for zonal prostate segmentation in MRI. 106782
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