Search Results - "Chowdhury, Arkabandhu"

Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier by Chowdhury, Arkabandhu, Jiang, Mingchao, Chaudhuri, Swarat, Jermaine, Chris

“…Recent papers have suggested that transfer learning can outperform sophisticated meta-learning methods for few-shot image classification. We take this…”
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Random Partition Based Adaptive Distributed Kernelized SVM for Big Data by Pal, Amrit, Chowdhury, Abishi, Satakshi, Narman, Husnu S., Chowdhury, Arkabandhu, Kumar, Manish

“…In this paper, we present a distributed classification technique for big data by efficiently using distributed storage architecture and data processing units…”
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Meta Approaches to Few-Shot Image Classification by Chowdhury, Arkabandhu

“…Since the inception of deep Convolution Neural Network (CNN) architectures, we have seen a tremendous advancement in machine image classification. However,…”
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Meta-Meta Classification for One-Shot Learning by Chowdhury, Arkabandhu, Chaudhari, Dipak, Chaudhuri, Swarat, Jermaine, Chris

“…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…”
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Shepherding Distributions for parallel Markov Chain Monte Carlo by Chowdhury, Arkabandhu

“…One of the major concerns for Markov Chain Monte Carlo (MCMC) algorithms is that they can take a long time to converge to the desired stationary distribution…”
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Dynamic economic dispatch using Lbest-PSO with dynamically varying sub-swarms by Chowdhury, Arkabandhu, Zafar, Hamim, Panigrahi, B. K., Krishnanand, K. R., Mohapatra, Ankita, Cui, Zhihua

“…Dynamic economic dispatch (DED) is one of the major planning problem in a power system. It is a non-linear optimization problem with various operational…”
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Linear phase low pass FIR filter design using Genetic Particle Swarm Optimization with dynamically varying neighbourhood technique by Ghosh, Avishek, Ghosh, Arnab, Chowdhury, Arkabandhu, Konar, Amit, Eunjin Kim, Nagar, Atulya K.

“…The paper presents an elegant approach for designing linear phase low pass digital FIR filter using swarm and evolutionary algorithms. Classical gradient based…”
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Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier by Chowdhury, Arkabandhu, Jiang, Mingchao, Chaudhuri, Swarat, Jermaine, Chris

“…Recent papers have suggested that transfer learning can outperform sophisticated meta-learning methods for few-shot image classification. We take this…”
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Multi-modal dialog for browsing large visual catalogs using exploration-exploitation paradigm in a joint embedding space by Bhattacharya, Indrani, Chowdhury, Arkabandhu, Raykar, Vikas

“…We present a multi-modal dialog system to assist online shoppers in visually browsing through large catalogs. Visual browsing is different from visual search…”
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Meta-Meta Classification for One-Shot Learning by Chowdhury, Arkabandhu, Chaudhari, Dipak, Chaudhuri, Swarat, Jermaine, Chris

“…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…”
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Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles by Ryali, Chaitanya, Hu, Yuan-Ting, Bolya, Daniel, Wei, Chen, Fan, Haoqi, Huang, Po-Yao, Aggarwal, Vaibhav, Chowdhury, Arkabandhu, Poursaeed, Omid, Hoffman, Judy, Malik, Jitendra, Li, Yanghao, Feichtenhofer, Christoph

“…Modern hierarchical vision transformers have added several vision-specific components in the pursuit of supervised classification performance. While these…”
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A genetic Lbest Particle Swarm Optimizer with dynamically varying subswarm topology by Ghosh, A., Chowdhury, A., Sinha, S., Vasilakos, A. V., Das, S.

“…This article presents a novel optimization technique hybridizing the concepts of Genetic Algorithm (GA) and Lbest Particle Swarm Optimization (Lbest PSO). A…”
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Multi-robot Cooperative Box-pushing problem using Multi-objective Particle Swarm Optimization Technique by Ghosh, Arnab, Ghosh, Avishek, Chowdhury, Arkabandhu, Konar, Amit, Janarthanan, R

“…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…”
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An Evolutionary Approach to Drug-Design Using Quantam Binary Particle Swarm Optimization Algorithm by Ghosh, Avishek, Ghosh, Arnab, Chowdhury, Arkabandhu, Hazra, Jubin

“…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…”
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An Evolutionary Approach to Drug-Design Using a Novel Neighbourhood Based Genetic Algorithm by Ghosh, Arnab, Ghosh, Avishek, Chowdhury, Arkabandhu, Konar, Amit

“…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…”
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An evolutionary approach to drug-design using Quantam binary Particle Swarm optimization algorithm by Ghosh, A., Ghosh, A., Chowdhury, A., Hazra, J.

“…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…”
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