Search Results for author: Kevin Desai

Found 5 papers, 1 papers with code

EncodeNet: A Framework for Boosting DNN Accuracy with Entropy-driven Generalized Converting Autoencoder

no code implementations21 Apr 2024 Hasanul Mahmud, Kevin Desai, Palden Lama, Sushil K. Prasad

Our experimental results demonstrate that EncodeNet improves the accuracy of VGG16 from 92. 64% to 94. 05% on CIFAR-10 and RestNet20 from 74. 56% to 76. 04% on CIFAR-100.

Image Classification Knowledge Distillation

A Survey on 3D Egocentric Human Pose Estimation

1 code implementation26 Mar 2024 Md Mushfiqur Azam, Kevin Desai

Egocentric human pose estimation aims to estimate human body poses and develop body representations from a first-person camera perspective.

Egocentric Pose Estimation

Generalized Zero-Shot Learning using Multimodal Variational Auto-Encoder with Semantic Concepts

no code implementations26 Jun 2021 Nihar Bendre, Kevin Desai, Peyman Najafirad

To overcome this problem, we propose a Multimodal Variational Auto-Encoder (M-VAE) which can learn the shared latent space of image features and the semantic space.

Decoder Few-Shot Learning +1

Show Why the Answer is Correct! Towards Explainable AI using Compositional Temporal Attention

no code implementations15 May 2021 Nihar Bendre, Kevin Desai, Peyman Najafirad

This results in achieving better understanding of complex questions and also provides reasoning as to why the module predicts a particular answer.

Question Answering Visual Question Answering

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