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