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Advanced Functional Materials, EarlyView.P4bm framework in NaNbO3‐Ba(Ti, Hf)O3 ferrodistortive relaxor entails short‐range and highly‐polar ferrodistortive orders. The abundant highly‐polar orders facilitate to increase entropy change, and robust octahedral oxygen tilt enables to impede thermal perturbations.
Feng Li +11 more
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Self attention mechanism of bidirectional information enhancement
Applied Intelligence, 2021Self attention mechanism is widely used in relation extraction, emotion classification and other tasks. It can extract a wide range of relevance information in the text. The attention mode of the existing self attention mechanism is soft attention mode, that is, a dense attention matrix is generated by softmax function.
Qibin Li +3 more
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Progressive Scene Segmentation Based on Self-Attention Mechanism
2020 25th International Conference on Pattern Recognition (ICPR), 2021Semantic scene segmentation is vital for a large variety of applications as it enables understanding of 3D data. Nowadays, various approaches based upon point clouds ignore the mathematical distribution of points and treat the points equally. The methods following this direction neglect the imbalance problem of samples that naturally exists in scenes ...
Yunyi Pan +3 more
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Self-attention mechanism in person re-identification models
Multimedia Tools and Applications, 2021In recent years, person re-identification based on video has become a hot topic in the field of person re-identification. The self-attention mechanism can improve the ability of deep neural networks in computer vision tasks such as image classification, image segmentation and natural language processing tasks.
Wenbai Chen +5 more
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Self-Attention Mechanism for Diabetic Retinopathy Detection
2021Diabetic Retinopathy (DR) is a high blood sugar level that causes damage to blood vessels and is one of the common causes of blindness in the developed world. Convolutional Neural Networks (CNNs) are one of the fundamental and successful applications of computer vision application, especially in prediction of DR.
Othmane Daanouni +2 more
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Image Deblurring Algorithm Incorporating Self-Attention Mechanism
International Journal of Pattern Recognition and Artificial IntelligenceThe acquisition of clear images is a critical aspect in various fields including computer vision, aerial detection, and medical imaging. The issue of image blur caused by object motion poses a challenge in obtaining clear images. To address this, an improved AT-DGAN network model is proposed in this paper.
Tingting Yu +4 more
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Capsule Network Based on Self-Attention Mechanism
2021 13th International Conference on Wireless Communications and Signal Processing (WCSP), 2021Yunhao Shang +3 more
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Self-Attention Mechanism in GANs for Molecule Generation
2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA), 2021Sandeep Chinnareddy +2 more
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Understanding and improving self-attention mechanisms
2022Recent years have seen the vast potential of the Transformer model, as it is arguably the first general-purpose architecture in the sense that achieves state-of-the-art performance in numerous fields –e.g., Computer Vision, Natural Language Processing, Autonomous driving– using minimal architecture modifications.
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