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    27 repositories

    • GFNCP

      Public
      Consistent Amortized Clustering via Generative Flow Networks
      Python
      •
      MIT License
      •0•11•0•0•Updated Feb 27, 2025Feb 27, 2025

    • DiTAC

      Public
      Trainable Highly-expressive Activation Functions. ECCV 2024
      Python
      •
      MIT License
      •2•38•2•0•Updated Feb 23, 2025Feb 23, 2025

    • gaussiansplashingUW.github.io

      Public
      A fast underwater 3D reconstruction method, that accounts for light attenuation and backscattering.
      HTML
      •
      MIT License
      •0•0•0•0•Updated Dec 26, 2024Dec 26, 2024

    • dtan

      Public
      Official PyTorch implementation for our NeurIPS 2019 paper, Diffeomorphic Temporal Alignment Nets. TensorFlow\Keras version is available at tf_legacy branch.
      deep-learningtime-seriestime-series-classificationtemporal-transformertensorflowpytorchalignmentucr
      Jupyter Notebook
      •
      MIT License
      •15•65•1•1•Updated Nov 23, 2024Nov 23, 2024

    • SpaceJAM

      Public
      SpaceJAM: a Lightweight and Regularization-free Method for Fast Joint Alignment of Images (ECCV 2024)
      Python
      •
      MIT License
      •1•18•0•0•Updated Nov 9, 2024Nov 9, 2024

    • WTConv

      Public
      Wavelet Convolutions for Large Receptive Fields. ECCV 2024.
      Python
      •
      MIT License
      •18•423•1•0•Updated Nov 7, 2024Nov 7, 2024

    • BASS

      Public
      Bayesian Adaptive Superpixel Segmentation (ICCV 2019)
      C++
      •29•79•1•2•Updated Sep 26, 2024Sep 26, 2024

    • pdc-dp-means

      Public
      "Revisiting DP-Means: Fast Scalable Algorithms via Parallelism and Delayed Cluster Creation" [Dinari and Freifeld, UAI 2022]
      kmeansminibatchdpmeansmachine-learningclusteringscikit-learn
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •5•17•1•0•Updated Jul 20, 2024Jul 20, 2024

    • Training-Free-VOS

      Public
      "From ViT Features to Training-free Video Object Segmentation via Streaming-data Mixture Models" [Uziel, Dinari, and Freifeld, NeurIPS 2023]
      Python
      •
      GNU General Public License v2.0
      •0•11•1•0•Updated Jan 16, 2024Jan 16, 2024

    • RF-DTAN

      Public
      Official PyTorch implementation for our ICML 2023 paper, Regularization-free Diffeomorphic Temporal Alignment Nets.
      Jupyter Notebook
      •
      MIT License
      •1•20•0•0•Updated Sep 10, 2023Sep 10, 2023

    • DeepMCBM

      Public
      "A Deep Moving-camera Background Model" [Erez, Shapira Weber, and Freifeld, ECCV 2022]
      computer-visiondeep-learningpytorchbackground-estimationmoving-camera
      Python
      •
      MIT License
      •8•45•2•0•Updated Aug 19, 2023Aug 19, 2023

    • DeepDPM

      Public
      "DeepDPM: Deep Clustering With An Unknown Number of Clusters" [Ronen, Finder, and Freifeld, CVPR 2022]
      Python
      •
      MIT License
      •79•788•20•0•Updated Apr 12, 2023Apr 12, 2023

    • DPMMSubClusters.jl

      Public
      Distributed MCMC Inference in Dirichlet Process Mixture Models (High Performance Machine Learning Workshop 2019)
      machine-learningparallel-computingdistributed-computinginferencedistributedbayesian-inferencemixture-modeldirichlet-processmultinomialdirichlet-process-mixtures
      Julia
      •
      GNU General Public License v2.0
      •12•34•2•0•Updated Jan 18, 2023Jan 18, 2023

    • DPMMSubClusters_GPU

      Public
      DPMM Sub Clusters C++ on GPU Cross Platforms (Windows & Linux)
      C++
      •0•8•0•0•Updated Jan 14, 2023Jan 14, 2023

    • dpmmpython

      Public
      Python wrapper for the DPMMSubCluster Julia package for inference in Dirichlet Process Mixture Models (High Performance Machine Learning Workshop 2019)
      Python
      •
      GNU General Public License v2.0
      •3•18•1•0•Updated Oct 17, 2022Oct 17, 2022

    • UMAT

      Public
      0•0•0•0•Updated Sep 14, 2022Sep 14, 2022

    • DPMMSubClustersStreaming.jl

      Public
      Code for our AISTATS '22 paper "Sampling in Dirichlet Process Mixture Models for Clustering Streaming Data"
      streamingdpmmmachine-learningclusteringdistributed
      Julia
      •
      MIT License
      •1•4•1•0•Updated Sep 11, 2022Sep 11, 2022

    • dpmmpythonStreaming

      Public
      Python wrapper for the DPMMSubClusterStreaming.jl Julia package.
      Python
      •
      MIT License
      •1•14•0•0•Updated Sep 9, 2022Sep 9, 2022

    • vmdls

      Public
      "Variational- and Metric-based Deep Latent Space for Out-of-Distribution Detection" [Dinari and Freifeld, UAI 2022]
      Python
      •
      GNU General Public License v3.0
      •0•9•0•0•Updated Jul 24, 2022Jul 24, 2022

    • dpgmm_splitnet

      Public
      Jupyter Notebook
      •0•1•0•0•Updated Feb 10, 2022Feb 10, 2022

    • VersatileHDPMixtureModels.jl

      Public
      Code for our UAI '20 paper "Scalable and Flexible Clustering of Grouped Data via Parallel and Distributed Sampling in Versatile Hierarchical Dirichlet Processes"
      juliadirichlet-processdirichlet-process-mixtureshierarchical-dirichlet-processespaperinferencehdp
      Julia
      •
      MIT License
      •4•8•1•1•Updated Dec 2, 2021Dec 2, 2021

    • CDTNCA

      Public
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated Sep 14, 2021Sep 14, 2021

    • CV192_python_tutorial

      Public
      0•0•0•0•Updated Jul 7, 2021Jul 7, 2021

    • VersatileHDPMixtureModels

      Public
      0•0•0•0•Updated Jun 13, 2021Jun 13, 2021

    • fastScsp

      Public
      A Fast Method for Inferring High-Quality Simply-Connected Superpixels (ICIP 2015)
      C++
      •
      Other
      •0•6•0•0•Updated May 13, 2021May 13, 2021

    • JA-POLS

      Public
      Moving-camera background model (a CVPR '20 paper)
      C++
      •
      MIT License
      •2•16•1•0•Updated Oct 22, 2020Oct 22, 2020

    • Python-OpenCV-Tutorial

      Public
      Jupyter Notebook
      •3•1•0•0•Updated Dec 3, 2019Dec 3, 2019