Badri N. Patro — accepted AI-conference papers

2021

Collaborative Learning to Generate Audio-Video Jointly

Vinod K. Kurmi, Vipul Bajaj, Badri N. Patro, K. S. Venkatesh, Vinay P. Namboodiri, Preethi Jyothi

ICASSP 2021accepted

There have been a number of techniques that have demonstrated the generation of multimedia data for one modality at a time using GANs, such as the ability to generate images, videos, and audio. However, so far, the task of multi-modal generation of data, specifically for audio and videos both, has n…

Cited by 0 Source ↗Scholar ↗

2019

U-CAM: Visual Explanation Using Uncertainty Based Class Activation Maps

Badri N. Patro, Mayank Lunayach, Shivansh Patel, Vinay P. Namboodiri

ICCV 2019poster

Understanding and explaining deep learning models is an imperative task. Towards this, we propose a method that obtains gradient-based certainty estimates that also provide visual attention maps. Particularly, we solve for visual question answering task. We incorporate modern probabilistic deep lear…

Cited by 110 PDF ↗Scholar ↗