Search Results - "Das, Deepan"

Ventriloquist-Net: Leveraging Speech Cues for Emotive Talking Head Generation by Das, Deepan, Khan, Qadeer, Cremers, Daniel

“…In this paper, we propose Ventriloquist-Net: A Talking Head Generation model that uses only a speech segment and a single source face image. It places emphasis…”
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Macroeconomic news, senior officials' speeches, and emerging currency markets: An intraday analysis of price jump reaction by Ayadi, Mohamed A., Ben Omrane, Walid, Das, Deepan Kumar

“…We examine intraday emerging currency jumps in response to domestic and foreign macroeconomic news announcements, as well as US senior officials' speeches. We…”
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Noise detection in smartphone phonocardiogram by Das, Deepan, Banerjee, Rohan, Choudhury, Anirban Dutta, Deshpande, Parijat, Shah, Nital, Date, Vijay, Pal, Arpan, Mandana, Kayapanda M.

“…This paper presents a demo proposal of a standalone smartphone application that can automatically analyse the signal quality of PCG, as it is recorded on a…”
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Unsupervised Anomalous Trajectory Detection for Crowded Scenes by Das, Deepan, Mishra, Deepak

“…We present an improved clustering based, unsu-pervised anomalous trajectory detection algorithm for crowded scenes. The proposed work is based on four major…”
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Unsupervised Anomalous Trajectory Detection for Crowded Scenes by Das, Deepan, Mishra, Deepak

“…We present an improved clustering based, unsupervised anomalous trajectory detection algorithm for crowded scenes. The proposed work is based on four major…”
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Active learning using weakly supervised signals for quality inspection by Cordier, Antoine, Das, Deepan, Gutierrez, Pierre

“…Because manufacturing processes evolve fast, and since production visual aspect can vary significantly on a daily basis, the ability to rapidly update machine…”
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Eliminating Individual Bias to Improve Stress Detection from Multimodal Physiological Data by Das, Deepan, Datta, Shreyasi, Bhattacharjee, Tanuka, Choudhury, Anirban Dutta, Pal, Arpan

“…Stress monitoring is important for mental wellbeing and early detection of related disorders. The current work is focused on stress detection from multiple…”
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A Heart Rate Driven Kalman Filter for Continuous Arousal Trend Monitoring by Bhattacharjee, Tanuka, Datta, Shreyasi, Das, Deepan, Choudhury, Anirban Dutta, Pal, Arpan, Ghosh, Prasanta Kumar

“…This paper proposes a continuous and unsupervised approach of monitoring the arousal trend of an individual from his heart rate using Kalman Filter. The…”
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An Empirical Analysis of the Impact of Data Augmentation on Knowledge Distillation by Das, Deepan, Massa, Haley, Kulkarni, Abhimanyu, Rekatsinas, Theodoros

“…Generalization Performance of Deep Learning models trained using Empirical Risk Minimization can be improved significantly by using Data Augmentation…”
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Graphhopper: Multi-Hop Scene Graph Reasoning for Visual Question Answering by Koner, Rajat, Li, Hang, Hildebrandt, Marcel, Das, Deepan, Tresp, Volker, Günnemann, Stephan

“…Visual Question Answering (VQA) is concerned with answering free-form questions about an image. Since it requires a deep semantic and linguistic understanding…”
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Semi Supervised Phrase Localization in a Bidirectional Caption-Image Retrieval Framework by Das, Deepan, Ghouse, Noor Mohammed, Verma, Shashank, Li, Yin

“…We introduce a novel deep neural network architecture that links visual regions to corresponding textual segments including phrases and words. To accomplish…”
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A Sensor-enabled Digital Trier Social Stress Test in an Enterprise Context by Gavas, Rahul D, Das, Deepan, Bhattacharjee, Tanuka, Sheshachala, Mithun B, Hissaria, Lalit K, Vempada, Ramu R, Viraraghavan, Venkata S, Choudhury, Anirban D, Muralidharan, Kartik, Ramakrishnan, Ramesh K, Balamuralidhar, P, Pal, Arpan

“…The Trier Social Stress Test (TSST) protocol is a widely accepted method of inducing social and/or cognitive stress in participants and studying its effects…”
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Classification and quantitative estimation of cognitive stress from in-game keystroke analysis using EEG and GSR by Das, Deepan, Bhattacharjee, Tanuka, Datta, Shreyasi, Choudhury, Anirban Dutta, Das, Pratyusha, Pal, Arpan

“…This paper presents a novel approach to classify cognitive stress, at an inter-personal level, induced by a proposed Stroop-Tetris game using…”
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Novel features from autocorrelation and spectrum to classify Phonocardiogram quality by Das, Deepan, Banerjee, Rohan, Choudhury, Anirban Dutta, Bhattacharya, Sakyajit, Deshpande, Parijat, Pal, Arpan, Mandana, Kayapanda M.

“…Phonocardiogram (PCG) or auscultation via a stethoscope forms the basis of preliminary medical screening. But PCG recorded in an uncontrolled environment is…”
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SleepTight: Identifying Sleep Arousals Using Inter and Intra-Relation of Multimodal Signals by Bhattacharjee, Tanuka, Das, Deepan, Alam, Shahnawaz, M.V., Achuth Rao, Kumar Ghosh, Prasanta, Lohani, Ayush Ranjan, Banerjee, Rohan, Choudhury, Anirban Dutta, Pal, Arpan

“…Sleep arousal directly affects the quality of sleep. PhysioNet Challenge 2018 aims to correctly identify designated target arousal (non-apnea arousal) and…”
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