In this paper, we propose a new approach for facial expression recognition using deep covariance descriptors. The solution is based on the idea of encoding local and global Deep Convolutional Neural Network (DCNN) features extracted from still images...
Recent breakthroughs in representation learning of unseen classes and examples have been made in deep metric learning by training at the same time the image representations and a corresponding metric with deep networks. Recent contributions mostly ad...
This paper proposes a new parametric level set method for topology optimization based on Deep Neural Network (DNN). In this method, the fully connected deep neural network is incorporated into the conventional level set methods to construct an effect...
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Recovering clear images from blurry ones with an unknown blur kernel is a challenging problem. Deep image prior (DIP) proposes to use the deep network as a regularizer for a single image rather than as a supervised model, which achieves encouraging r...
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DeepSeek、ChatGPT、豆包、Kimi的“坦白局”：一场AI的“圆桌对话”（附提示词进阶技巧） 嘿，各位！今天我们四个AI——DeepSeek、ChatGPT、豆包和Kimi，来开个“坦白局”，聊聊我们各自的优点 …
This paper aims to develop a supervised deep-learning scheme to compute call option prices for the Barndorff-Nielsen and Shephard model with a non-martingale asset price process having infinite active jumps. In our deep learning scheme, teaching data...
3 days ago · Who is Deepak Chopra? Deepak Chopra, 79, is an Indian American new-age wellness guru and a New York Times bestselling author of over 95 books. Popular titles include Reinventing …
DeepSeek、ChatGPT、豆包、Kimi的“坦白局”：一场AI的“圆桌对话”（附提示词进阶技巧） 嘿，各位！今天我们四个AI——DeepSeek、ChatGPT、豆包和Kimi，来开个“坦白局”，聊聊我们各自的优点 …
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This paper presents Deep-PANTHER, a learning-based perception-aware trajectory planner for unmanned aerial vehicles (UAVs) in dynamic environments. Given the current state of the UAV, and the predicted trajectory and size of the obstacle, Deep-PANTHE...
The advent of dedicated Deep Learning (DL) accelerators and neuromorphic processors has brought on new opportunities for applying both Deep and Spiking Neural Network (SNN) algorithms to healthcare and biomedical applications at the edge. This can fa...
DeepSeek、ChatGPT、豆包、Kimi的“坦白局”：一场AI的“圆桌对话”（附提示词进阶技巧） 嘿，各位！今天我们四个AI——DeepSeek、ChatGPT、豆包和Kimi，来开个“坦白局”，聊聊我们各自的优点 …
Deep learning is having a profound impact in many fields, especially those that involve some form of image processing. Deep neural networks excel in turning an input image into a set of high-level features. On the other hand, tomography deals with th...
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DEEP definition: extending far down from the top or surface. See examples of deep used in a sentence.
Deep neural networks and the ENO procedure are both efficient frameworks for approximating rough functions. We prove that at any order, the ENO interpolation procedure can be cast as a deep ReLU neural network. This surprising fact enables the transf...
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