ryankiros/multimodal-neural-language-models

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Created almost 8 years ago
Updated over 7 years ago

ryankiros/multimodal-neural-language-models

ryankiros

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A bare-bones NumPy implementation of "Multimodal Neural Language Models" (Kiros et al, ICML 2014)

neural-storyteller

A recurrent neural network for generating little stories about images

skip-thoughts

Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"

visual-semantic-embedding

Implementation of the image-sentence embedding method described in "Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models"

layer-norm

Code and models from the paper "Layer Normalization"