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1
Semi-Supervised Multimodal Representation Learning Through a Global Workspace
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Article
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Semi-Supervised Multimodal Representation Learning Through a Global Workspace

Devillers, Benjamin ; Maytie, Leopold ; VanRullen, Rufin

IEEE transaction on neural networks and learning systems, 2024-07, Vol.PP, p.1-15

IEEE

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2
Open-ICL: Open-Set Modulation Classification via Incremental Contrastive Learning
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Article
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Open-ICL: Open-Set Modulation Classification via Incremental Contrastive Learning

Yang, Chen ; Feng, Zhixi ; Yang, Shuyuan ; Pan, Qiukai

IEEE transaction on neural networks and learning systems, 2024-07, Vol.PP, p.1-14

IEEE

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3
Double Confidence Calibration Focused Distillation for Task-Incremental Learning
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Article
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Double Confidence Calibration Focused Distillation for Task-Incremental Learning

Fu, Zhiling ; Wang, Zhe ; Yu, Chengwei ; Xu, Xinlei ; Li, Dongdong

IEEE transaction on neural networks and learning systems, 2024-07, Vol.PP, p.1-14

IEEE

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4
An Efficient Federated Learning Framework for Machinery Fault Diagnosis With Improved Model Aggregation and Local Model Training
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Article
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An Efficient Federated Learning Framework for Machinery Fault Diagnosis With Improved Model Aggregation and Local Model Training

Du, Jiahao ; Qin, Na ; Huang, Deqing ; Zhang, Yiming ; Jia, Xinming

IEEE transaction on neural networks and learning systems, 2024-07, Vol.35 (7), p.10086-10097

United States: IEEE

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5
Self-Supervised Tracking via Target-Aware Data Synthesis
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Article
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Self-Supervised Tracking via Target-Aware Data Synthesis

Li, Xin ; Pei, Wenjie ; Wang, Yaowei ; He, Zhenyu ; Lu, Huchuan ; Yang, Ming-Hsuan

IEEE transaction on neural networks and learning systems, 2024-07, Vol.35 (7), p.9186-9197

United States: IEEE

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6
Interpretable Graph Reservoir Computing With the Temporal Pattern Attention
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Article
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Interpretable Graph Reservoir Computing With the Temporal Pattern Attention

Han, Xinyu ; Zhao, Yi

IEEE transaction on neural networks and learning systems, 2024-07, Vol.35 (7), p.9198-9212

United States: IEEE

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7
Broad Multitask Learning System With Group Sparse Regularization
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Article
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Broad Multitask Learning System With Group Sparse Regularization

Huang, Jintao ; Chen, Chuangquan ; Vong, Chi-Man ; Cheung, Yiu-Ming

IEEE transaction on neural networks and learning systems, 2024-07, Vol.PP, p.1-14

IEEE

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8
GREnet: Gradually REcurrent Network With Curriculum Learning for 2-D Medical Image Segmentation
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Article
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GREnet: Gradually REcurrent Network With Curriculum Learning for 2-D Medical Image Segmentation

Wang, Jinting ; Tang, Yujiao ; Xiao, Yang ; Zhou, Joey Tianyi ; Fang, Zhiwen ; Yang, Feng

IEEE transaction on neural networks and learning systems, 2024-07, Vol.35 (7), p.10018-10032

United States: IEEE

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9
Adversarial Kinetic Prototype Framework for Open Set Recognition
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Article
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Adversarial Kinetic Prototype Framework for Open Set Recognition

Xia, Ziheng ; Wang, Penghui ; Dong, Ganggang ; Liu, Hongwei

IEEE transaction on neural networks and learning systems, 2024-07, Vol.35 (7), p.9238-9251

United States: IEEE

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10
Fast Filter Pruning via Coarse-to-Fine Neural Architecture Search and Contrastive Knowledge Transfer
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Article
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Fast Filter Pruning via Coarse-to-Fine Neural Architecture Search and Contrastive Knowledge Transfer

Lee, Seunghyun ; Song, Byung Cheol

IEEE transaction on neural networks and learning systems, 2024-07, Vol.35 (7), p.9674-9685

United States: IEEE

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