BGU-CS-VIL/DPMMSubClusters_GPU

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Created over 3 years ago
Updated almost 2 years ago

BGU-CS-VIL/DPMMSubClusters_GPU

BGU-CS-VIL

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DPMM Sub Clusters C++ on GPU Cross Platforms (Windows & Linux)

DeepDPM

"DeepDPM: Deep Clustering With An Unknown Number of Clusters" [Ronen, Finder, and Freifeld, CVPR 2022]

WTConv

Wavelet Convolutions for Large Receptive Fields. ECCV 2024.

BASS

Bayesian Adaptive Superpixel Segmentation (ICCV 2019)

dtan

Official PyTorch implementation for our NeurIPS 2019 paper, Diffeomorphic Temporal Alignment Nets. TensorFlow\Keras version is available at tf_legacy branch.

Jupyter Notebook

DeepMCBM

"A Deep Moving-camera Background Model" [Erez, Shapira Weber, and Freifeld, ECCV 2022]

DPMMSubClusters.jl

Distributed MCMC Inference in Dirichlet Process Mixture Models (High Performance Machine Learning Workshop 2019)

DiTAC

Trainable Highly-expressive Activation Functions. ECCV 2024

RF-DTAN

Official PyTorch implementation for our upcoming ICML 2023 paper, Regularization-free Diffeomorphic Temporal Alignment Nets.

Jupyter Notebook

SpaceJAM

SpaceJAM: a Lightweight and Regularization-free Method for Fast Joint Alignment of Images (ECCV 2024)

dpmmpython

Python wrapper for the DPMMSubCluster Julia package for inference in Dirichlet Process Mixture Models (High Performance Machine Learning Workshop 2019)

pdc-dp-means

"Revisiting DP-Means: Fast Scalable Algorithms via Parallelism and Delayed Cluster Creation" [Dinari and Freifeld, UAI 2022]

JA-POLS

Moving-camera background model (a CVPR '20 paper)

dpmmpythonStreaming

Python wrapper for the DPMMSubClusterStreaming.jl Julia package.

Training-Free-VOS

"From ViT Features to Training-free Video Object Segmentation via Streaming-data Mixture Models" [Uziel, Dinari, and Freifeld, NeurIPS 2023]

vmdls

"Variational- and Metric-based Deep Latent Space for Out-of-Distribution Detection" [Dinari and Freifeld, UAI 2022]

VersatileHDPMixtureModels.jl

Code for our UAI '20 paper "Scalable and Flexible Clustering of Grouped Data via Parallel and Distributed Sampling in Versatile Hierarchical Dirichlet Processes"

fastScsp

A Fast Method for Inferring High-Quality Simply-Connected Superpixels (ICIP 2015)

DPMMSubClustersStreaming.jl

Code for our AISTATS '22 paper "Sampling in Dirichlet Process Mixture Models for Clustering Streaming Data"

Python-OpenCV-Tutorial

Jupyter Notebook

CDTNCA

Jupyter Notebook

dpgmm_splitnet

Jupyter Notebook