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Attentive Semantic Video Generation using Captions

Tensorflow implementation for the paper Attentive Semantic Video Generation using Captions by Tanya Marwah*, Gaurav Mittal* and Vineeth N. Balasubramanian accepted at International Conference on Computer Vision 2017 (ICCV 2017) (*Equal Contribution).

Proposed network architecture for attentive semantic video generation with captions.

Results

digit 6 is moving up and down digit 3 is moving left and right
person 4 is walking left to right

Example of Spatio Temporal Style Transfer

Caption 1: digit 4 is moving up and down Caption 2: digit 4 is moving left and right
Caption 1: digit 4 is moving up and down Caption 2: digit 9 is moving left and right Caption 1: digit 5 is moving left and right Caption 2: digit 9 is moving up and down
Caption 1: person 10 is walking left to right Caption 2: person 10 is walking right to left