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Alex Bronstein

Tel Aviv University

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Horizontal Flows and Manifold Stochastics in Geometric Deep Learning

2022 IEEE Transactions on Pattern Analysis and Machine Intelligence
- Stefan Sommer
- Alex Bronstein
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Baby steps towards few-shot learning with multiple semantics

2022 Pattern Recognition Letters
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Robust Quantization: One Model to Rule Them All

2020 | Annual Conference on Neural Information Processing Systems
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Delta-encoder: an effective sample synthesis method for few-shot object recognition

2018 | Annual Conference on Neural Information Processing Systems
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Deformable Shape Completion with Graph Convolutional Autoencoders

2018 | IEEE Conference on Computer Vision and Pattern Recognition
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ASIST: Automatic semantically invariant scene transformation

2017 Computer Vision and Image Understanding
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Efficient Deformable Shape Correspondence via Kernel Matching

2017 3DV | International Conference on 3D Vision
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Deep Functional Maps: Structured Prediction for Dense Shape Correspondence

2017 ICCV | International Conference on Computer Vision
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Are MSER Features Really Interesting?

2011 IEEE Transactions on Pattern Analysis and Machine Intelligence
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