ServiceNow Research

Multi-modal Learning

Neural Multisensory Scene Inference
Neural Multisensory Scene Inference
For embodied agents to infer representations of the underlying 3D physical world they inhabit, they should efficiently combine …
Conference on Neural Information Processing Systems (NeurIPS),  2019.
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Integrating Vision and Language in Social Networks for Identifying Visual Patterns of Personality Traits
Integrating Vision and Language in Social Networks for Identifying Visual Patterns of Personality Traits
Social media, as a major platform for communication and information exchange, is a rich repository of the opinions and sentiments of …
International Journal of Social Science and Humanity (IJSSH),  2019.
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BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning
BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning
Allowing humans to interactively train artificial agents to understand language instructions is desirable for both practical and …
International Conference on Learning Representations (ICLR),  2019.
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