no code implementations • 12 Jul 2021 • Blessen George, Vinod K. Kurmi, Vinay P. Namboodiri
Generative adversarial networks (GANs) are very popular to generate realistic images, but they often suffer from the training instability issues and the phenomenon of mode loss.
no code implementations • 23 Jan 2020 • Badri N. Patro, Vinod K. Kurmi, Sandeep Kumar, Vinay P. Namboodiri
This is a Bayesian framework and the results show a remarkable similarity to natural questions as validated by a human study.
1 code implementation • 31 Dec 2019 • Badri N. Patro, Dev Chauhan, Vinod K. Kurmi, Vinay P. Namboodiri
One way to ensure this is by adding constraints for true paraphrase embeddings to be close and unrelated paraphrase candidate sentence embeddings to be far.
1 code implementation • EMNLP 2018 • Badri N. Patro, Sandeep Kumar, Vinod K. Kurmi, Vinay P. Namboodiri
Generating natural questions from an image is a semantic task that requires using visual and language modality to learn multimodal representations.
2 code implementations • COLING 2018 • Badri N. Patro, Vinod K. Kurmi, Sandeep Kumar, Vinay P. Namboodiri
One way to ensure this is by adding constraints for true paraphrase embeddings to be close and unrelated paraphrase candidate sentence embeddings to be far.