Look and learn

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Chris Bakal: Look and learn

JCB • VOLUME 203 • NUMBER 3 • 2013 378 W hat can you learn about a cell just by looking at it? Quite a lot, as it turns out. A cell’s shape can tell you about its behavior and its function in the body, just for a start. And, as Chris Bakal can attest, a cell’s shape can also tell you a lot about the signaling pathways at work. Bakal has been interested in cellular signaling pathways ever since ...

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Look and Learn Towards Cheap Flexible Robots

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Look, Listen and Learn - A Multimodal LSTM for Speaker Identification

Speaker identification refers to the task of localizing the face of a person who has the same identity as the ongoing voice in a video. This task not only requires collective perception over both visual and auditory signals, the robustness to handle severe quality degradations and unconstrained content variations are also indispensable. In this paper, we describe a novel multimodal Long Short-T...

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We use contemporary machine learning methods to explore Piaget’s idea that active interaction across modalities may be the engine for constructing our knowledge about objects. We identified the existence of modalityspecific invariances as a potential mechanism by which Piaget’s ideas may be implemented in practice. For example, object segmentation and pose invariant recognition are very difficu...

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ژورنال

عنوان ژورنال: Nature Nanotechnology

سال: 2008

ISSN: 1748-3387,1748-3395

DOI: 10.1038/nnano.2008.203