Test of Time: Instilling Video-Language Models with a Sense of Time

1 code implementation • CVPR 2023 • Piyush Bagad, Makarand Tapaswi, Cees G. M. Snoek

Our work serves as a first step towards probing and instilling a sense of time in existing video-language models without the need for data and compute-intense training from scratch.

Video-Text Retrieval Video Understanding

How Severe is Benchmark-Sensitivity in Video Self-Supervised Learning?

1 code implementation • 27 Mar 2022 • Fida Mohammad Thoker, Hazel Doughty, Piyush Bagad, Cees Snoek

Despite the recent success of video self-supervised learning models, there is much still to be understood about their generalization capability.

Self-Supervised Learning Video Understanding

Impact of data-splits on generalization: Identifying COVID-19 from cough and context

1 code implementation • 5 Jun 2021 • Makkunda Sharma, Nikhil Shenoy, Jigar Doshi, Piyush Bagad, Aman Dalmia, Parag Bhamare, Amrita Mahale, Saurabh Rane, Neeraj Agrawal, Rahul Panicker

Using cough and context (symptoms and meta-data) represent such a promising approach.

Cough Against COVID: Evidence of COVID-19 Signature in Cough Sounds

1 code implementation • 17 Sep 2020 • Piyush Bagad, Aman Dalmia, Jigar Doshi, Arsha Nagrani, Parag Bhamare, Amrita Mahale, Saurabh Rane, Neeraj Agarwal, Rahul Panicker

Testing capacity for COVID-19 remains a challenge globally due to the lack of adequate supplies, trained personnel, and sample-processing equipment.