Search Results for author: Yusuf Tas

Found 6 papers, 0 papers with code

Simple Dialogue System with AUDITED

no code implementations22 Oct 2021 Yusuf Tas, Piotr Koniusz

For the image-based task, we employ the DeepFashion dataset in which we seek nearest neighbor images of positive and negative target images of the MMD data.

Artwork Identification from Wearable Camera Images for Enhancing Experience of Museum Audiences

no code implementations24 Jun 2018 Rui Zhang, Yusuf Tas, Piotr Koniusz

We discuss the application of wearable cameras, and the practical and technical challenges in devising a robust system that can recognize artworks viewed by the visitors to create a detailed record of their visit.

Recommendation Systems

CNN-based Action Recognition and Supervised Domain Adaptation on 3D Body Skeletons via Kernel Feature Maps

no code implementations24 Jun 2018 Yusuf Tas, Piotr Koniusz

In this paper, we propose a new representation which encodes sequences of 3D body skeleton joints in texture-like representations derived from mathematically rigorous kernel methods.

Action Recognition Domain Adaptation +2

Museum Exhibit Identification Challenge for Domain Adaptation and Beyond

no code implementations4 Feb 2018 Piotr Koniusz, Yusuf Tas, Hongguang Zhang, Mehrtash Harandi, Fatih Porikli, Rui Zhang

To achieve robust baselines, we build on a recent approach that aligns per-class scatter matrices of the source and target CNN streams [15].

Domain Adaptation Few-Shot Learning

Domain Adaptation by Mixture of Alignments of Second- or Higher-Order Scatter Tensors

no code implementations CVPR 2017 Piotr Koniusz, Yusuf Tas, Fatih Porikli

In this paper, we propose an approach to the domain adaptation, dubbed Second- or Higher-order Transfer of Knowledge (So-HoT), based on the mixture of alignments of second- or higher-order scatter statistics between the source and target domains.

Domain Adaptation

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