| 2025 | AISTATS | Consistent Amortized Clustering via Generative Flow Networks. | Irit Chelly, Roy Uziel, Oren Freifeld, Ari Pakman |
| 2025 | ICCV | Synchronization of Multiple Videos. | Avihai Naaman, Ron Shapira Weber, Oren Freifeld |
| 2025 | ICML | Improving the Effective Receptive Field of Message-Passing Neural Networks. | Shahaf E. Finder, Ron Shapira Weber, Moshe Eliasof, Oren Freifeld, Eran Treister |
| 2025 | ICML | Clustering via Self-Supervised Diffusion. | Roy Uziel, Irit Chelly, Oren Freifeld, Ari Pakman |
| 2025 | ICML | TimePoint: Accelerated Time Series Alignment via Self-Supervised Keypoint and Descriptor Learning. | Ron Shapira Weber, Shahar Ben Ishay, Andrey Lavrinenko, Shahaf E. Finder, Oren Freifeld |
| 2024 | ECCV | SpaceJAM: a Lightweight and Regularization-Free Method for Fast Joint Alignment of Images. | Nir Barel, Ron Shapira Weber, Nir Mualem, Shahaf E. Finder, Oren Freifeld |
| 2024 | ECCV | Trainable Highly-Expressive Activation Functions. | Irit Chelly, Shahaf E. Finder, Shira Ifergane, Oren Freifeld |
| 2024 | ECCV | Wavelet Convolutions for Large Receptive Fields. | Shahaf E. Finder, Roy Amoyal, Eran Treister, Oren Freifeld |
| 2023 | ICML | Regularization-free Diffeomorphic Temporal Alignment Nets. | Ron Shapira Weber, Oren Freifeld |
| 2022 | AISTATS | Sampling in Dirichlet Process Mixture Models for Clustering Streaming Data. | Or Dinari, Oren Freifeld |
| 2022 | AISTATS | Common Failure Modes of Subcluster-based Sampling in Dirichlet Process Gaussian Mixture Models - and a Deep-learning Solution. | Vlad Winter, Or Dinari, Oren Freifeld |
| 2022 | CVPR | DeepDPM: Deep Clustering With an Unknown Number of Clusters. | Meitar Ronen, Shahaf E. Finder, Oren Freifeld |
| 2022 | ECCV | A Deep Moving-Camera Background Model. | Guy Erez, Ron Shapira Weber, Oren Freifeld |
| 2022 | UAI | Variational- and metric-based deep latent space for out-of-distribution detection. | Or Dinari, Oren Freifeld |
| 2022 | UAI | Revisiting DP-Means: fast scalable algorithms via parallelism and delayed cluster creation. | Or Dinari, Oren Freifeld |
| 2021 | ICIP | Cyclic Diffeomorphic Transformer Nets For Contour Alignment. | Ilya Kaufman, Ron Shapira Weber, Oren Freifeld |
| 2020 | CVPR | JA-POLS: A Moving-Camera Background Model via Joint Alignment and Partially-Overlapping Local Subspaces. | Irit Chelly, Vlad Winter, Dor Litvak, David Rosen, Oren Freifeld |
| 2020 | UAI | Scalable and Flexible Clustering of Grouped Data via Parallel and Distributed Sampling in Versatile Hierarchical Dirichlet Processes. | Or Dinari, Oren Freifeld |
| 2019 | CCGRID | Distributed MCMC Inference in Dirichlet Process Mixture Models Using Julia. | Or Dinari, Angel Yu, Oren Freifeld, John W. Fisher III |
| 2019 | ICCV | Bayesian Adaptive Superpixel Segmentation. | Roy Uziel, Meitar Ronen, Oren Freifeld |
| 2018 | CVPR | Deep Diffeomorphic Transformer Networks. | Nicki Skafte Detlefsen, Oren Freifeld, Sren Hauberg |
| 2016 | AISTATS | Dreaming More Data: Class-dependent Distributions over Diffeomorphisms for Learned Data Augmentation. | Sren Hauberg, Oren Freifeld, Anders Boesen Lindbo Larsen, John W. Fisher III, Lars Kai Hansen |
| 2015 | AISTATS | A Dirichlet Process Mixture Model for Spherical Data. | Julian Straub, Jason Chang, Oren Freifeld, John W. Fisher III |
| 2015 | ICCV | Highly-Expressive Spaces of Well-Behaved Transformations: Keeping it Simple. | Oren Freifeld, Sren Hauberg, Kayhan N. Batmanghelich, John W. Fisher III |
| 2015 | ICIP | A fast method for inferring high-quality simply-connected superpixels. | Oren Freifeld, Yixin Li, John W. Fisher III |
| 2014 | CVPR | Aerial Reconstructions via Probabilistic Data Fusion. | Randi Cabezas, Oren Freifeld, Guy Rosman, John W. Fisher III |
| 2014 | CVPR | Model Transport: Towards Scalable Transfer Learning on Manifolds. | Oren Freifeld, Sren Hauberg, Michael J. Black |
| 2014 | CVPR | A Mixture of Manhattan Frames: Beyond the Manhattan World. | Julian Straub, Guy Rosman, Oren Freifeld, John J. Leonard, John W. Fisher III |
| 2012 | CVPR | From Pictorial Structures to deformable structures. | Silvia Zuffi, Oren Freifeld, Michael J. Black |
| 2012 | ECCV | Lie Bodies: A Manifold Representation of 3D Human Shape. | Oren Freifeld, Michael J. Black |
| 2010 | CVPR | Contour people: A parameterized model of 2D articulated human shape. | Oren Freifeld, Alexander Weiss, Silvia Zuffi, Michael J. Black |
| 2010 | ECCV | A 2D Human Body Model Dressed in Eigen Clothing. | Peng Guan, Oren Freifeld, Michael J. Black |