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02/15/2023
Deep Learning for Hybrid Beamforming with Finite Feedback in GSM Aided mmWave MIMO Systems
Hybrid beamforming is widely recognized as an important technique for mi...
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02/05/2023
Towards Efficient Subarray Hybrid Beamforming: Attention Network-based Practical Feedback in FDD Massive MU-MIMO Systems
Channel state information (CSI) feedback is necessary for the frequency ...
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11/05/2022
Quantization Adaptor for Bit-Level Deep Learning-Based Massive MIMO CSI Feedback
In massive multiple-input multiple-output (MIMO) systems, the user equip...
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10/29/2022
Better Lightweight Network for Free: Codeword Mimic Learning for Massive MIMO CSI feedback
The channel state information (CSI) needs to be fed back from the user e...
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04/28/2020
Deep Auto-Encoders with Sequential Learning for Multimodal Dimensional Emotion Recognition
Multimodal dimensional emotion recognition has drawn a great attention f...
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03/24/2020
Joint Deep Cross-Domain Transfer Learning for Emotion Recognition
Deep learning has been applied to achieve significant progress in emotio...
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12/16/2019
MTRNet++: One-stage Mask-based Scene Text Eraser
A precise, controllable, interpretable and easily trainable text removal...
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10/11/2019
Adversarial Pulmonary Pathology Translation for Pairwise Chest X-ray Data Augmentation
Recent works show that Generative Adversarial Networks (GANs) can be suc...
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03/19/2019
Geometry-constrained Car Recognition Using a 3D Perspective Network
We present a novel learning framework for vehicle recognition from a sin...
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03/19/2019
3DCarRecog: Car Recognition Using 3D Bounding Box
We present a novel learning framework for vehicle recognition from a sin...
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03/11/2019
MTRNet: A Generic Scene Text Eraser
Text removal algorithms have been proposed for uni-lingual scripts with ...
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12/20/2015
Kernel principal component analysis network for image classification
In order to classify the nonlinear feature with linear classifier and im...
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03/05/2015
Color Image Classification via Quaternion Principal Component Analysis Network
The Principal Component Analysis Network (PCANet), which is one of the r...
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11/05/2014
Tensor object classification via multilinear discriminant analysis network
This paper proposes a multilinear discriminant analysis network (MLDANet...
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11/05/2014