KingJamesSong

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"

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

AlphaZero_Gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

cocoapi

COCO API - Dataset @ http://cocodataset.org/

CUR_decomposition

An implementation of "ancient" stochastic CUR matrix decomposition algorithm with example of using.

decompositions-shootout

Comparison of matrix decompositions (SVD, NMF, ID, CUR)

glm

OpenGL Mathematics (GLM)

gradnorm_ood

On the Importance of Gradients for Detecting Distributional Shifts in the Wild

KingJamesSong.github.io

MJP

A Pytorch implementation of "Breaking the Chain of Gradient Leakage in Vision Transformers".

OODSurvey

The Official Repository for "Generalized OOD Detection: A Survey"

orthogonal_classifier

Code for ICLR 2022 Paper, "Controlling Directions Orthogonal to a Classifier"

PRM

Weakly Supervised Instance Segmentation using Class Peak Response, in CVPR 2018 (Spotlight)

pytorch-cifar-models

Pretrained models on CIFAR10/100 in PyTorch

pytorch-fid

Compute FID scores with PyTorch.

SOC

website_old

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes