Yue Song

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 extension

latent-flow. NeurIPS23 "Flow Factorized Representation Learning"

OrientationDiffusion. Code for "Kuramoto Orientation Diffusion"

PDETraversal. ICML23 "Latent Traversals in Generative Models as Potential Flows"

RankFeat. NeurIPS22 "RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection" and T-PAMI Extension

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"

LangevinFlow_CCN. Python

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