9 citations · 30 across the 9 of their papers we have counts for
4 papers · 1 filter
Shared Visual Representations of Drawing for Communication: How do different biases affect human interpretability and intent?
Daniela Mihai, Jonathon Hare
We present an investigation into how representational losses can affect the drawings produced by artificial agents playing a communication game. Building upon recent advances, we s…
Learning to Draw: Emergent Communication through Sketching
Daniela Mihai, Jonathon Hare
Evidence that visual communication preceded written language and provided a basis for it goes back to prehistory, in forms such as cave and rock paintings depicting traces of our d…
Differentiable Drawing and Sketching
Daniela Mihai, Jonathon Hare
We present a bottom-up differentiable relaxation of the process of drawing points, lines and curves into a pixel raster. Our approach arises from the observation that rasterising a…
The emergence of visual semantics through communication games
Daniela Mihai, Jonathon Hare
The emergence of communication systems between agents which learn to play referential signalling games with realistic images has attracted a lot of attention recently. The majority…