Dual-stream Network for Visual Recognition 5.31 挂在arxiv tips: 看完这篇文章后,感觉收获了蛮多。先是一些心得: 1.首先是,vit现在的工作中,有蛮多工作在做,利用transformer解耦两个尺度的特征,自然的有一个问题就是怎么融合。之前的如comformer给出了FCU,来进行两个style的特征融合。做法是先直接对齐通道数,...
具有显著的全局表示能力的Transformer在视觉任务中获得了具有竞争性的结果,但在输入图像中没有考虑到高层及的局部特征信息。在本论文中,我们提出了一种通用的双流网络(Dual-stream Network, DS-Net)以充分挖掘图像分类中局部和全局特征的表征容量。我们的DS-Net可以同时计算细粒度和集成的特征,并有效地融合它们。具体地...
推荐理事:林宙辰原文标题:Dual-stream Network for Visual Recognition原文链接:https://papers.nips.cc/paper/2021/file/d56b9fc4b0f1be8871f5e1c40c0067e7-Paper.pdf ◆◆◆具有卓越全局表示能力的 Transformer 在视觉任务中取得了有竞争力...
Dual-stream stereo network for depth estimation Depth-estimation is an important task for autonomous driving, 3D object detection and recognition, scene understanding, and other fields. To improve the qu... Y Zhong,T Jia,LD Chen - 《Visual Computer》 被引量: 0发表: 2023年 A Local-Global Du...
for deepneural networks, exposing limitations in their capabilities.In this work, we present a neural network model that ad-dresses the challengesposed byRaven’sProgressiveMatrices(RPM). Inspired by the two-stream hypothesis of visual pro-cessing, we introduce the Dual-stream Reasoning Network(DR...
The advancement of Facial Attribute Editing (FAE) technology allows individuals to effortlessly alter facial attributes in images without discernible visual artifacts. Given the pivotal role facial features play in identity recognition, the misuse of these manipulated images raises significant security ...
An image is worth 16x16 words: Transformers for image recognition at scale. ICLR, 2021. [16] Ying Fu, Zhiyuan Liang, and Shaodi You. Bidirectional 3d quasi-recurrent neural network for hyperspectral image super-resolution. IEEE Journal of Selected Topics in Ap- plied...
The face recognition systems are susceptible to presentation attacks, where faces are presented in front of cameras via mediums such as photos, videos, or
【论文翻译】Combining information from multi-stream features using deep neural network in speech recogniti 父条目: Combining information from multi-stream features using deep neural network in speech recognition 基于深度神经网络的多流特征信息融合技术在语音识别中的应用 摘要: 本文的主题是在混合人工神经网络...
Mixed 2d/3d convolu- tional network for hyperspectral image super-resolution. Re- mote Sensing, 12(10):1660, 2020. [11] Qiang Li, Qi Wang, and Xuelong Li. Exploring the rela- tionship between 2d/3d convolution for hyperspectral image super-resolution. IEEE Transactions on Geoscience...