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Multi-modal Learning
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Multi-modal Learning
Adaptive Cross-Modal Few-shot Learning
Metric-based meta-learning techniques have successfully been applied to few-shot classification problems. In this paper, we propose to …
Chen Xing
,
Negar Rostamzadeh
,
Boris N. Oreshkin
,
Pedro O. Pinheiro
Conference on Neural Information Processing Systems (NeurIPS), 2019.
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Neural Multisensory Scene Inference
For embodied agents to infer representations of the underlying 3D physical world they inhabit, they should efficiently combine …
Jae Hyun Lim
,
Pedro O. Pinheiro
,
Negar Rostamzadeh
,
Christopher Pal
,
Sungjin Ahn
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
Social media, as a major platform for communication and information exchange, is a rich repository of the opinions and sentiments of …
Pau Rodriguez
,
Jordi Gonzalez
,
Josep M. Gonfaus
,
Xavier Roca
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
Allowing humans to interactively train artificial agents to understand language instructions is desirable for both practical and …
Maxime Chevalier-Boisvert
,
Dzmitry Bahdanau
,
Salem Lahlou
,
Lucas Willems
,
Chitwan Saharia
,
Thien Huu Nguyen
,
Yoshua Bengio
International Conference on Learning Representations (ICLR), 2019.
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