51 citations · 116 across the 15 of their papers we have counts for
4 papers · 1 filter
Importance Weighted Structure Learning for Scene Graph Generation
Daqi Liu, Miroslaw Bober, Josef Kittler
Scene graph generation is a structured prediction task aiming to explicitly model objects and their relationships via constructing a visually-grounded scene graph for an input imag…
Single-cell Subcellular Protein Localisation Using Novel Ensembles of Diverse Deep Architectures
Syed Sameed Husain, Eng-Jon Ong, Dmitry Minskiy +3
Unravelling protein distributions within individual cells is key to understanding their function and state and indispensable to developing new treatments. Here we present the Hybri…
Efficient Hybrid Network: Inducting Scattering Features
Dmitry Minskiy, Miroslaw Bober
Recent work showed that hybrid networks, which combine predefined and learnt filters within a single architecture, are more amenable to theoretical analysis and less prone to overf…
Constrained Structure Learning for Scene Graph Generation
Daqi Liu, Miroslaw Bober, Josef Kittler
As a structured prediction task, scene graph generation aims to build a visually-grounded scene graph to explicitly model objects and their relationships in an input image. Current…