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DeepDPM
"DeepDPM: Deep Clustering With An Unknown Number of Clusters" [Ronen, Finder, and Freifeld, CVPR 2022]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.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 2024RF-DTAN
Official PyTorch implementation for our upcoming ICML 2023 paper, Regularization-free Diffeomorphic Temporal Alignment Nets.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]DPMMSubClusters_GPU
DPMM Sub Clusters C++ on GPU Cross Platforms (Windows & Linux)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
CDTNCA
dpgmm_splitnet
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