Label-consistent sparse auto-encoders 来自 Semantic Scholar 喜欢 0 阅读量: 2 作者:T Rolland,A Basarab,T Pellegrini 摘要: Auto-encoders (AE) is a particular type of unsupervised neural networks that aim at providing a compact representation of a signal or an image [1]. Such AEs are ...
To address these issues, we propose a novel cross-modal hashing method named Label Consistent Locally Linear Embedding based Cross-modal Hashing (LCLCH). LCLCH preserves the non-linear manifold structure of different modality data by Locally Linear Embedding, and transforms heterogeneous data into a...
In this work, we leverage adversarial perturbations and generative models to execute efficient, yet label-consistent, backdoor attacks. Our approach is based on injecting inputs that appear plausible, yet are hard to classify, hence causing the model to rely on the (easier-to-learn) backdoor ...
Label consistent multiclass discriminative 1227 dictionary learning for MRI segmentation. Articul Motion Deform Objects. LNCS 1228 8563, pp. 138-147. 1229O. M. Benkarim, P. Radeva, and L. Igual, "Label consistent multiclass discriminative dictionary learning for MRI segmentation," in Articulated ...
The advantages of the proposed model are three-folds: (1) the quadratic surrogate function guarantees convergence at each iteration, (2) the label consistent constraint enforces the predicted sparse code to be discriminative, and (3) the online properties enable the proposed algorithm to adapt ...
LabelConsistentK-SVD:Learninga DiscriminativeDictionaryforRecognition ZhuolinJiang,Member,IEEE,ZheLin,Member,IEEE,andLarryS.Davis,Fellow,IEEE Abstract—AlabelconsistentK-SVD(LC-KSVD)algorithmtolearnadiscriminativedictionaryforsparsecodingispresented.In additiontousingclasslabelsoftrainingdata,wealsoassociatelabelinfo...
This library is also available at MathWorks: https://www.mathworks.com/matlabcentral/fileexchange/47730-label-consistent-fisher-vectors-lcfv Releases1 v1.1Latest Jun 15, 2023
A label consistent K-SVD (LC-KSVD) algorithm to learn a discriminative dictionary for sparse coding is presented. In addition to using class labels of training data, we also associate label information with each dictionary item (columns of the dictionary matrix) to enforce discriminability in spars...
我要告诉您我是那里为您好似没别人[translate] acool man 什么意思? cool man what meaning?[translate] aThe name on label is now 100% consistent to CCC.[translate]
a时间不多了,让我们直截了当地谈问题的实质吧 The time are not many, lets us discuss the question straightforwardly the essence[translate] a只要保证发到同一个地方的标签是一致的就可以 So long as guaranteed sends to the identical place the label is consistent may[translate]...