Access to food is a universal need and fundamental right, yet current patterns of production consumption are failing address issues security while simultaneously deteriorating planetary health. Transforming the way we produce, consume, think about one world’s most pressing challenges, it also offers an invaluable opportunity advance solutions across multiple sustainability fronts.

Density estimation is vitally important in the conservation of endangered species. One non-invasive way of observing animals in the wild is camera trapping, a technique that has increased dramatically over the last 20 years. Models applied to the results from camera trapping can produce estimates for density. These techniques are now widespread, so it is now extremely important that the methodo...

When children learn the name of a novel object, they tend to extend that name to other objects similar in shape - a phenomenon referred to as the shape bias. Does the shape bias stem from learned associations between names and categories of objects, or does it derive from more general properties of children's understanding of language and the world? We argue here for the second alternative, pre...

Patients with spinal cord injury, subcortical stroke, neuromuscular diseases (including amyotrophic lateral sclerosis), and limb amputation have at least two characteristics in common: a brain that wants to direct movement and a body that fails to respond accordingly. Despite intact cortical function , central motor commands in persons with these paralyzing disorders are " disconnected " from t...

We describe an approach for unsupervised learning of a generic, distributed sentence encoder. Using the continuity of text from books, we train an encoderdecoder model that tries to reconstruct the surrounding sentences of an encoded passage. Sentences that share semantic and syntactic properties are thus mapped to similar vector representations. We next introduce a simple vocabulary expansion ...

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