KingJamesSong/DifferentiableSVD KingJamesSong/DifferentiableSVD

  • Stars
    star
    65
  • Rank 473,702 (Top 10 %)
  • Language
    Python
  • License
    Apache License 2.0
  • Created over 3 years ago
  • Updated about 1 year ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
KingJamesSong/DifferentiableSVD
github

KingJamesSong

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

A collection of differentiable SVD methods and ICCV21 "Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling?"

More Repositories

1

FastDifferentiableMatSqrt

ICLR22 "Fast Differentiable Matrix Square Root" and T-PAMI extension
Python
52
star
2

latent-flow

NeurIPS23 "Flow Factorized Representation Learning"
Python
27
star
3

PDETraversal

ICML23 "Latent Traversals in Generative Models as Potential Flows"
Python
23
star
4

RankFeat

NeurIPS22 "RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection"
Python
19
star
5

BatchED

ECCV22 Paper "Batch-efficient EigenDecomposition for Small and Medium Matrices"
Python
17
star
6

HouseholderGAN

ICCV23 "Householder Projector for Unsupervised Latent Semantics Discovery"
Python
16
star
7

OrthoImproveCond

ECCV22 "Improving Covariance Conditioning of the SVD Meta-layer by Orthogonality" and T-PAMI extension
Python
12
star
8

DisentangleSaliency

ACM TOMM "Disentangle Saliency Detection into Cascaded Detail Modeling and Body Filling"
Python
1
star
9

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
1
star