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11/19/2015
Order-Embeddings of Images and Language
Hypernymy, textual entailment, and image captioning can be seen as speci...
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11/12/2015
Action Recognition using Visual Attention
We propose a soft attention based model for the task of action recogniti...
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06/22/2015
Skip-Thought Vectors
We describe an approach for unsupervised learning of a generic, distribu...
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06/22/2015
Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books
Books are a rich source of both fine-grained information, how a characte...
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05/08/2015
Exploring Models and Data for Image Question Answering
This work aims to address the problem of image-based question-answering ...
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02/19/2015
Scalable Bayesian Optimization Using Deep Neural Networks
Bayesian optimization is an effective methodology for the global optimiz...
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02/10/2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
Inspired by recent work in machine translation and object detection, we ...
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11/10/2014
Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models
Inspired by recent advances in multimodal learning and machine translati...
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01/16/2013
Training Neural Networks with Stochastic Hessian-Free Optimization
Hessian-free (HF) optimization has been successfully used for training d...
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06/27/2012