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Oren Freifeld

Ben-Gurion University of the Negev

39

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828

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Common Failure Modes of Subcluster-based Sampling in Dirichlet Process Gaussian Mixture Models - and a Deep-learning Solution.

2022 CoRR
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Sampling in Dirichlet Process Mixture Models for Clustering Streaming Data.

2022 AISTATS | International Conference on Artificial Intelligence and Statistics
- Or Dinari
- Oren Freifeld
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CPU- and GPU-based Distributed Sampling in Dirichlet Process Mixtures for Large-scale Analysis.

2022 CoRR
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DeepDPM: Deep Clustering With an Unknown Number of Clusters.

2022 CoRR
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Effective Learning of a GMRF Mixture Model.

2020 arXiv: Learning
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JA-POLS: A Moving-Camera Background Model via Joint Alignment and Partially-Overlapping Local Subspaces

2020 | IEEE Conference on Computer Vision and Pattern Recognition
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Scalable and Flexible Clustering of Grouped Data via Parallel and Distributed Sampling in Versatile Hierarchical Dirichlet Processes.

2020 UAI | Uncertainty in Artificial Intelligence
- Or Dinari
- Oren Freifeld
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Diffeomorphic Temporal Alignment Networks

2019 NeurIPS | Neural Information Processing Systems
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Bayesian Adaptive Superpixel Segmentation

2019 ICCV | International Conference on Computer Vision
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The Manhattan Frame Model—Manhattan World Inference in the Space of Surface Normals

2018 IEEE Transactions on Pattern Analysis and Machine Intelligence
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Citations (38)