KingJamesSong
Ph.D. student in Computer Vision, Deep Learning, and Numerical Analysis and Optimization
Trento/Milano, Italy
Pinned Repositories
BatchED
ECCV22 Paper "Batch-efficient EigenDecomposition for Small and Medium Matrices"
DifferentiableSVD
A collection of differentiable SVD methods and ICCV21 "Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling?"
DisentangleSaliency
ACM TOMM "Disentangle Saliency Detection into Cascaded Detail Modeling and Body Filling"
FastDifferentiableMatSqrt
ICLR22 "Fast Differentiable Matrix Square Root" and T-PAMI extension
HouseholderGAN
ICCV23 "Householder Projector for Unsupervised Latent Semantics Discovery"
latent-flow
NeurIPS23 "Flow Factorized Representation Learning"
OrthoImproveCond
ECCV22 "Improving Covariance Conditioning of the SVD Meta-layer by Orthogonality" and T-PAMI extension
PDETraversal
ICML23 "Latent Traversals in Generative Models as Potential Flows"
RankFeat
NeurIPS22 "RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection"
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
KingJamesSong's Repositories
KingJamesSong/DifferentiableSVD
A collection of differentiable SVD methods and ICCV21 "Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling?"
KingJamesSong/FastDifferentiableMatSqrt
ICLR22 "Fast Differentiable Matrix Square Root" and T-PAMI extension
KingJamesSong/latent-flow
NeurIPS23 "Flow Factorized Representation Learning"
KingJamesSong/PDETraversal
ICML23 "Latent Traversals in Generative Models as Potential Flows"
KingJamesSong/RankFeat
NeurIPS22 "RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection"
KingJamesSong/BatchED
ECCV22 Paper "Batch-efficient EigenDecomposition for Small and Medium Matrices"
KingJamesSong/HouseholderGAN
ICCV23 "Householder Projector for Unsupervised Latent Semantics Discovery"
KingJamesSong/OrthoImproveCond
ECCV22 "Improving Covariance Conditioning of the SVD Meta-layer by Orthogonality" and T-PAMI extension
KingJamesSong/DisentangleSaliency
ACM TOMM "Disentangle Saliency Detection into Cascaded Detail Modeling and Body Filling"
KingJamesSong/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
KingJamesSong/AlphaZero_Gomoku
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
KingJamesSong/cocoapi
COCO API - Dataset @ http://cocodataset.org/
KingJamesSong/CUR_decomposition
An implementation of "ancient" stochastic CUR matrix decomposition algorithm with example of using.
KingJamesSong/decompositions-shootout
Comparison of matrix decompositions (SVD, NMF, ID, CUR)
KingJamesSong/glm
OpenGL Mathematics (GLM)
KingJamesSong/gradnorm_ood
On the Importance of Gradients for Detecting Distributional Shifts in the Wild
KingJamesSong/KingJamesSong.github.io
KingJamesSong/MJP
A Pytorch implementation of "Breaking the Chain of Gradient Leakage in Vision Transformers".
KingJamesSong/OODSurvey
The Official Repository for "Generalized OOD Detection: A Survey"
KingJamesSong/orthogonal_classifier
Code for ICLR 2022 Paper, "Controlling Directions Orthogonal to a Classifier"
KingJamesSong/PRM
Weakly Supervised Instance Segmentation using Class Peak Response, in CVPR 2018 (Spotlight)
KingJamesSong/pytorch-cifar-models
Pretrained models on CIFAR10/100 in PyTorch
KingJamesSong/pytorch-fid
Compute FID scores with PyTorch.
KingJamesSong/SOC
KingJamesSong/website_old
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes