Official implementation of ICCV 2023 paper "Online Prototype Learning for Online Continual Learning". Usage Requirements python==3.8 pytorch==1.9.0 pip install torch==1.9.0+cu111 torchvision==0.10.0+cu111 torchaudio==0.9.0 -f https://download.pytorch.org/whl/torch_stable.html pip install -r...
PyTorch implementation ofMetric-Guided Prototype Learningfor hierarchical classification. The modules implemented in this repo can be applied to any classification task where a metric can be defined on the class set,i.e.when not all misclassifications have the same cost. Such a metric can easily ...
FedProto: Federated Prototype Learning across Heterogeneous Clientsarxiv.org/abs/2105.00243 代码地址: https://github.com/yuetan031/fedprotogithub.com/yuetan031/fedproto abstract 提出问题:niid问题,模型异构问题等等。 提出方法:FedProto 提出基准设置。 Introduction FL的问题分为两步 全局模型分发给...
参考文献 [1] Li G, Jampani V, Sevilla-Lara L, et al. Adaptive Prototype Learning and Allocation for Few-Shot Segmentation[J]. arXiv preprint arXiv:2104.01893, 2021. [2] [超像素] maskSLIC: Regional Superpixel Generation [3] 小样本学习综述 编辑于 2021-07-17 11:11 ...
EEG sensor driven assistive device for elbow and finger rehabilitation using deep learning A deep learning-based CNN-TLSTM (Convolution Neural Network-tanh Long Short-Term Memory) model with attention mechanism has been designed for decoding the... P Mukherjee,AH Roy - 《Expert Systems with Applic...
在Domain Adaptive Object Detection 的领域背景下(就是把UDA任务放到目标检测上),一类常用的做法是利用大量的region proposal建模prototype,进一步根据metric learning实现prototype-based的对齐。 · 数据层次= bounding box · 定义方式=特征均值/graph aggregation ...
From the beginning of zero-shot learning research, visual attributes have been shown to play an important role. In order to better transfer attribute-based knowledge from known to unknown classes, we argue that an image representation with integrated attribute localization ability would be beneficial ...
I implemented these using a combination of Colemak as the host keymap, and adding layers using tools such as AutoHotKey, xkb, keyd, and kanata, and finally – once I got my UHK – through Agent and the UHK layers. Check out my github repository for full documentation (https://github.com...
prototype deep-learning clustering transformer segmentation metric-learning fcn semantic-segmentation nonparametric softmax nearest-neighbours-classifier Updated Jun 30, 2022 Python ajimix / Input-Framer Star 338 Code Issues Pull requests Framer module to add inputs to your prototypes and easily turn...
代码链接:https://github.com/kaixin96/PANet 出发点 过去的方法没有区分知识提取和分割的过程,这可能是有问题的,因为分割模型表示和支持图像的语义特征混合在一起。 仅将支持集的注释用于掩码。 创新点 提出了PANet的新网络模型,通过反向执行小样本语义分割实现一种新的原型对齐正则化。所谓的反向,即,将查询图像及...