Dmitry Laptev

2 papers · 2015–2016 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

CVPR (2)

Top co-authors

Joachim M. Buhmann (2) Marc Pollefeys (1) Nikolay Savinov (1)

Research topics

Computer Vision (2) Machine Learning (2) Core Methods (2) Deep Learning (1) Analysis (1) Architectures (1) Core AI (1) Learning Types (1) Processing (1) Techniques (1)

Keywords

convolutional neural network (2) feature learning (2) medical imaging (1) data augmentation (1) face recognition (1) transformation invariance (1) convolutional network (1) siamese network (1) pooling operator (1) transformation-invariant feature (1) image classification (1) transformation-invariant pooling (1) image segmentation (1)

Papers

TI-Pooling: Transformation-Invariant Pooling for Feature Learning in Convolutional Neural Networks CVPR 2016 Transformation-Invariant Convolutional Jungles CVPR 2015