KingJamesSong/DifferentiableSVD

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Rank 464,119 (Top 10 %)
Language
Python
License
Apache License 2.0
Created almost 3 years ago
Updated 9 months ago

KingJamesSong/DifferentiableSVD

KingJamesSong

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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 extension

latent-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 extension

DisentangleSaliency

ACM TOMM "Disentangle Saliency Detection into Cascaded Detail Modeling and Body Filling"

SensorMonitoringSystem

The sensor monitoring system consists of sensor nodes measuring the room temperature, a sensor gateway that acquires all sensor data from the sensor nodes, and an SQL database to store all sensor data processed by the sensor gateway. A sensor node uses a private TCP connection to transfer the sensor data to the sensor gateway. The SQL database is an SQLite system