Mental representations remain the central posits of psychology after many decades of
scrutiny. However, there is no consensus about the representational format (s) of biological …

We propose an embarrassingly simple point annotation scheme to collect weak supervision
for instance segmentation. In addition to bounding boxes, we collect binary labels for a set of …

The semantic image segmentation task presents a trade-off between test time accuracy and
training time annotation cost. Detailed per-pixel annotations enable training accurate …

In various cultures and at all spatial scales, humans produce a rich complexity of geometric
shapes such as lines, circles or spirals. Here, we propose that humans possess a language …

Mental representations are the essence of cognition. Yet to understand how the mind works,
one must understand not just the content of mental representations (ie, what information is …

The difficulty adults find in drawing objects or scenes from real life is puzzling, assuming that
there are few gross individual differences in the phenomenology of visual scenes and in fine …

One might think of visual processing as operating like an assembly line: subsystems work
out particular subcomponents that are combined to generate a final product, which is then …

With seemingly little effort, humans can both identify an object across large changes in
orientation and extend category membership to novel exemplars. Although researchers …

Data plots are widely used in science, journalism and politics, since they efficiently allow to
depict a large amount of information. Graphicacy, the ability to understand graphs, has thus …

An essential function of the human visual system is to locate objects in space and navigate
the environment. Due to limited resources, the visual system achieves this by combining …