1 code implementation • ECCV 2020 • Devesh Walawalkar, Zhiqiang Shen, Marios Savvides
This paper presents a novel knowledge distillation based model compression framework consisting of a student ensemble.
1 code implementation • 29 Mar 2020 • Devesh Walawalkar, Zhiqiang Shen, Zechun Liu, Marios Savvides
In this paper, we propose Attentive CutMix, a naturally enhanced augmentation strategy based on CutMix.
1 code implementation • 28 Aug 2019 • Asim Smailagic, Pedro Costa, Alex Gaudio, Kartik Khandelwal, Mostafa Mirshekari, Jonathon Fagert, Devesh Walawalkar, Susu Xu, Adrian Galdran, Pei Zhang, Aurélio Campilho, Hae Young Noh
Our online method enhances performance of its underlying baseline deep network.
no code implementations • 21 Dec 2018 • Devesh Walawalkar, Yihui He, Rohit Pillai
In this project, we worked on speech recognition, specifically predicting individual words based on both the video frames and audio.
no code implementations • 25 Sep 2018 • Asim Smailagic, Hae Young Noh, Pedro Costa, Devesh Walawalkar, Kartik Khandelwal, Mostafa Mirshekari, Jonathon Fagert, Adrián Galdrán, Susu Xu
Active learning techniques can be used to minimize the number of required training labels while maximizing the model's performance. In this work, we propose a novel sampling method that queries the unlabeled examples that maximize the average distance to all training set examples in a learned feature space.
no code implementations • 4 Jan 2018 • Devesh Walawalkar
This paper introduces a novel fully automated framework which helps to detect and segment tumour, if present in a lung CT scan series.
1 code implementation • 16 Nov 2017 • Devesh Walawalkar
This is carried out through recognition of facial expressions, which accompany the hand signs used in this language.
Facial Expression Recognition Facial Expression Recognition (FER)