2 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.LG2023
TORE: Token Recycling in Vision Transformers for Efficient Active Visual Exploration
Jan Olszewski, Dawid Rymarczyk, Piotr Wójcik +2
Active Visual Exploration (AVE) optimizes the utilization of robotic resources in real-world scenarios by sequentially selecting the most informative observations. However, modern…
cs.CV2023
Learning Nuclei Representations with Masked Image Modelling
Piotr Wójcik, Hussein Naji, Adrian Simon +2
Masked image modelling (MIM) is a powerful self-supervised representation learning paradigm, whose potential has not been widely demonstrated in medical image analysis. In this wor…
cs.LG2018★ 2 cited
Random Projection in Deep Neural Networks
Piotr Iwo Wójcik
This work investigates the ways in which deep learning methods can benefit from random projection (RP), a classic linear dimensionality reduction method. We focus on two areas wher…