2 code implementations • 1 Jun 2023 • Chaitanya Ryali, Yuan-Ting Hu, Daniel Bolya, Chen Wei, Haoqi Fan, Po-Yao Huang, Vaibhav Aggarwal, Arkabandhu Chowdhury, Omid Poursaeed, Judy Hoffman, Jitendra Malik, Yanghao Li, Christoph Feichtenhofer
Modern hierarchical vision transformers have added several vision-specific components in the pursuit of supervised classification performance.
Ranked #1 on Image Classification on iNaturalist 2019 (using extra training data)
1 code implementation • ICCV 2021 • Arkabandhu Chowdhury, Mingchao Jiang, Swarat Chaudhuri, Chris Jermaine
Recent papers have suggested that transfer learning can outperform sophisticated meta-learning methods for few-shot image classification.
1 code implementation • 17 Apr 2020 • Arkabandhu Chowdhury, Dipak Chaudhari, Swarat Chaudhuri, Chris Jermaine
We present a new approach, called meta-meta classification, to learning in small-data settings.
no code implementations • 28 Jan 2019 • Indrani Bhattacharya, Arkabandhu Chowdhury, Vikas Raykar
We present a multi-modal dialog system to assist online shoppers in visually browsing through large catalogs.