Stars
TimePoint: Accelerated Time Series Alignment via Self-Supervised Keypoint and Descriptor Learning. ICML 2025.
Wavelet Convolutions for Large Receptive Fields. ECCV 2024.
Trainable Highly-expressive Activation Functions. ECCV 2024
"A Deep Moving-camera Background Model" [Erez, Shapira Weber, and Freifeld, ECCV 2022]
"Revisiting DP-Means: Fast Scalable Algorithms via Parallelism and Delayed Cluster Creation" [Dinari and Freifeld, UAI 2022]
"Variational- and Metric-based Deep Latent Space for Out-of-Distribution Detection" [Dinari and Freifeld, UAI 2022]
"DeepDPM: Deep Clustering With An Unknown Number of Clusters" [Ronen, Finder, and Freifeld, CVPR 2022]
DPMM Sub Clusters C++ on GPU Cross Platforms (Windows & Linux)
Python wrapper for the DPMMSubClusterStreaming.jl Julia package.
Python wrapper for the DPMMSubCluster Julia package for inference in Dirichlet Process Mixture Models (High Performance Machine Learning Workshop 2019)
Code for our UAI '20 paper "Scalable and Flexible Clustering of Grouped Data via Parallel and Distributed Sampling in Versatile Hierarchical Dirichlet Processes"
Moving-camera background model (a CVPR '20 paper)
Distributed MCMC Inference in Dirichlet Process Mixture Models (High Performance Machine Learning Workshop 2019)
Official PyTorch implementation for our NeurIPS 2019 paper, Diffeomorphic Temporal Alignment Nets. TensorFlow\Keras version is available at tf_legacy branch.
Bayesian Adaptive Superpixel Segmentation (ICCV 2019)