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DifferentiableSVD
A collection of differentiable SVD methods and ICCV21 "Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling?"FastDifferentiableMatSqrt
ICLR22 "Fast Differentiable Matrix Square Root" and T-PAMI extensionlatent-flow
NeurIPS23 "Flow Factorized Representation Learning"PDETraversal
ICML23 "Latent Traversals in Generative Models as Potential Flows"RankFeat
NeurIPS22 "RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection"BatchED
ECCV22 Paper "Batch-efficient EigenDecomposition for Small and Medium Matrices"HouseholderGAN
ICCV23 "Householder Projector for Unsupervised Latent Semantics Discovery"OrthoImproveCond
ECCV22 "Improving Covariance Conditioning of the SVD Meta-layer by Orthogonality" and T-PAMI extensionDisentangleSaliency
ACM TOMM "Disentangle Saliency Detection into Cascaded Detail Modeling and Body Filling"Love Open Source and this site? Check out how you can help us