Architectures & training
124 methods in this family.
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Adversarial TrainingAdversarial Training is a robust optimization procedure for deep neural networks in which the model is trained not on clean data alone but on worst-case perturbed inputs crafted duAlexNetAlexNet is a deep convolutional neural network (CNN) introduced by Alex Krizhevsky, Ilya Sutskever, and Geoffrey Hinton in 2012. It won the ImageNet Large Scale Visual Recognition Batch NormalizationBatch Normalization is a training technique introduced by Sergey Ioffe and Christian Szegedy in 2015 that normalizes the pre-activation outputs of each layer using the mean and varCapsule NetworkA Capsule Network (CapsNet) is a deep learning architecture introduced by Sara Sabour, Nicholas Frosst and Geoffrey Hinton in 2017 that organises neurons as vectors (capsules) rathConvolutional Neural NetworkA Convolutional Neural Network (CNN) is a deep learning model, established by LeCun and colleagues in 1998, that learns local patterns directly from images and structured data to cCurriculum LearningCurriculum Learning is a training strategy for machine learning models, introduced by Bengio et al. in 2009, in which training examples are presented in a meaningful order—typicall
All methods 124
Adversarial TrainingAlexNetBatch NormalizationCapsule NetworkConvolutional Neural NetworkCurriculum LearningData AugmentationDeep Belief NetworkDeep Reinforcement LearningDenseNetDilated CNNDLinearDomain-adaptive Convolutional Neural NetworkDomain-adaptive Doc2VecDomain-adaptive Instance SegmentationDomain-adaptive Multilayer PerceptronDomain-adaptive Question AnsweringDomain-adaptive reinforcement learningDomain-adaptive Text SummarizationDropoutEcho State NetworkEfficientNetExplainable Graph Neural NetworkExplainable Instance SegmentationExplainable Question AnsweringExplainable Reinforcement LearningExplainable Sentence EmbeddingsExplainable Text SummarizationFaster R-CNNFiLMFine-Tuned Convolutional Neural NetworkFine-Tuned Doc2VecFine-Tuned Multilayer PerceptronFine-Tuned Reinforcement LearningFreTSGraph Convolutional NetworkGraph Neural NetworkInception NetworkInstance SegmentationKnowledge DistillationKolmogorov-Arnold NetworksKoopaLightTSLoRA and PEFTMamba (State Space Model)MICNMixture of ExpertsMobileNetMultilayer PerceptronMultilingual Convolutional Neural NetworkMultilingual Doc2VecMultilingual graph neural networkMultilingual Multilayer PerceptronMultilingual question answeringMultilingual Reinforcement LearningMultilingual Sentence EmbeddingsMultimodal Convolutional Neural NetworkMultimodal Doc2VecMultimodal Graph Neural NetworkMultimodal Instance SegmentationMultimodal Multilayer PerceptronMultimodal question answeringMultimodal Reinforcement LearningMultimodal Sentence EmbeddingsMultimodal Text SummarizationMultitask LearningN-BEATSN-BEATSxN-HiTSNEATNeural Architecture SearchNeural ODENeural Radiance Fields (NeRF)Neural Style TransferNormalizing FlowsReinforcement LearningResNetResNeXtRestricted Boltzmann MachineSCINetSegment Anything ModelSelf-supervised convolutional neural networkSelf-supervised Instance SegmentationSelf-supervised Question AnsweringSelf-supervised Reinforcement LearningSelf-supervised Sentence EmbeddingsSemi-supervised Convolutional Neural NetworkSemi-supervised Doc2VecSemi-supervised Graph Neural NetworkSemi-supervised Instance SegmentationSemi-supervised Multilayer PerceptronSemi-supervised Question AnsweringSemi-supervised Reinforcement LearningSemi-supervised Sentence EmbeddingsSemi-supervised Text SummarizationSGD with Momentum / Adam OptimizerSiamese NetworkSimCLRSpatial-Temporal GCNSundialTextCNNTiDETimeMixerTimesFMTimesNetTransfer Learning with Convolutional Neural NetworkTransfer Learning with Graph Neural NetworkTransfer Learning with Instance SegmentationTransfer Learning with Reinforcement LearningTransfer Learning with Text SummarizationTransfer Learning with Word2VecTSMixerU-NetVGGNetVision MambaVisual Contrastive LearningWeakly supervised convolutional neural networkWeakly supervised graph neural networkWeakly Supervised Instance SegmentationWeakly supervised multilayer perceptronWeakly supervised question answeringWeakly supervised reinforcement learningWeakly supervised sentence embeddingsWeakly supervised text summarization