61 citations · 70 across the 5 of their papers we have counts for
6 papers
Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles
Chaitanya Ryali, Yuan-Ting Hu, Daniel Bolya +10
Modern hierarchical vision transformers have added several vision-specific components in the pursuit of supervised classification performance. While these components lead to effect…
Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier
Arkabandhu Chowdhury, Mingchao Jiang, Swarat Chaudhuri +1
Recent papers have suggested that transfer learning can outperform sophisticated meta-learning methods for few-shot image classification. We take this hypothesis to its logical con…
Meta-Meta Classification for One-Shot Learning
Arkabandhu Chowdhury, Dipak Chaudhari, Swarat Chaudhuri +1
We present a new approach, called meta-meta classification, to learning in small-data settings. In this approach, one uses a large set of learning problems to design an ensemble of…
Multi-modal dialog for browsing large visual catalogs using exploration-exploitation paradigm in a joint embedding space
Indrani Bhattacharya, Arkabandhu Chowdhury, Vikas Raykar
We present a multi-modal dialog system to assist online shoppers in visually browsing through large catalogs. Visual browsing is different from visual search in that it allows the…
Multi-robot Cooperative Box-pushing problem using Multi-objective Particle Swarm Optimization Technique
Arnab Ghosh, Avishek Ghosh, Arkabandhu Chowdhury +2
The present work provides a new approach to solve the well-known multi-robot co-operative box pushing problem as a multi objective optimization problem using modified Multi-objecti…
An Evolutionary Approach to Drug-Design Using a Novel Neighbourhood Based Genetic Algorithm
Arnab Ghosh, Avishek Ghosh, Arkabandhu Chowdhury +1
The present work provides a new approach to evolve ligand structures which represent possible drug to be docked to the active site of the target protein. The structure is represent…