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SEMIRAMIS: a new approach to AI-augmented architectural design

SEMIRAMIS: a new approach to AI-augmented architectural design

As the world’s cities continue to grow to accommodate an ever-increasing global population, land is becoming increasingly scarce and expensive. However, open space is vital in urban areas. Green areas and healthy vegetation help buffer rising temperatures, sustain...

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WHAT YOU SEE IS WHAT YOU CLASSIFY: BLACK BOX ATTRIBUTIONS

WHAT YOU SEE IS WHAT YOU CLASSIFY: BLACK BOX ATTRIBUTIONS

In this work, Swiss Data Science Center researchers Steven Stalder, Nathanaël Perraudin, Radhakrishna Achanta, Fernando Perez-Cruz, and Michele Volpi tackle a fundamental problem in modern Artificial Intelligence (AI) and Machine Learning (ML): the lack of...

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DENSE REPRESENTATION LEARNING

DENSE REPRESENTATION LEARNING

Embed your items, not just words! Following our previous posts on recent progress in Natural Language Processing, we discuss a follow-up idea: can we extend the concept of word embeddings to any collection of items, possibly unordered? More precisely, can we learn...

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