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Visual Question Answering in Pytorch
Sentences2vec (sentences to vectors or s2v) algorithm using different papers such as skip-thoughts vectors.
Video Search using Natural Language
Perception.AI is a text-to-image project, in which Attention GAN has been implemented. It takes in image caption as an input, and the GAN model generates a corresponding image. The model has been trained on CUB dataset, and thus is limited to generating bird images as of now. In the future, the project has a wider scope of having a generalized version, where the model will generate images of entities across the world.
My implementation of the Skip-Thought Vectors that tries to reconstruct the surrounding sentences of an encoded passage.