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01/15/2023
Maximally Compact and Separated Features with Regular Polytope Networks
Convolutional Neural Networks (CNNs) trained with the Softmax loss are w...
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08/01/2022
Fashion Recommendation Based on Style and Social Events
Fashion recommendation is often declined as the task of finding compleme...
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03/29/2021
Regular Polytope Networks
Neural networks are widely used as a model for classification in a large...
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12/11/2020
Garment Recommendation with Memory Augmented Neural Networks
Fashion plays a pivotal role in society. Combining garments appropriatel...
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10/16/2020
Class-incremental Learning with Pre-allocated Fixed Classifiers
In class-incremental learning, a learning agent faces a stream of data w...
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02/27/2019
Fix Your Features: Stationary and Maximally Discriminative Embeddings using Regular Polytope (Fixed Classifier) Networks
Neural networks are widely used as a model for classification in a large...
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09/01/2016