Search Results for author: Shivansh Rao

Found 4 papers, 3 papers with code

OmniLayout: Room Layout Reconstruction from Indoor Spherical Panoramas

1 code implementation19 Apr 2021 Shivansh Rao, Vikas Kumar, Daniel Kifer, Lee Giles, Ankur Mali

A common approach has been to use standard convolutional networks to predict the corners and boundaries, followed by post-processing to generate the 3D layout.

3D Room Layouts From A Single RGB Panorama

Neural Machine Translation for Low-Resourced Indian Languages

1 code implementation LREC 2020 Himanshu Choudhary, Shivansh Rao, Rajesh Rohilla

We proposed a novel NMT model using Multihead self-attention along with pre-trained Byte-Pair-Encoded (BPE) and MultiBPE embeddings to develop an efficient translation system that overcomes the OOV (Out Of Vocabulary) problem for low resourced morphological rich Indian languages which do not have much translation available online.

Machine Translation NMT +1

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