Deepak Mittal
7 papers · 2014–2022 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(5)
Learning Types Β· Machine Learning
(4)
Deep Learning
(3)
Speech & Audio
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Healthcare & Medicine
(2)
Analysis
(2)
Application Areas
(2)
Clinical
(2)
Core AI
(2)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Natural Language Processing
(1)
Generation
(1)
Keywords
convolutional neural network
(2)
semi-supervised learning
(2)
image segmentation
(1)
self-attention mechanism
(1)
self-supervised learning
(1)
extractive summarization
(1)
image captioning
(1)
automatic speech recognition
(1)
audio signal processing
(1)
image registration
(1)
shape matching
(1)
support vector machine
(1)
feature fusion
(1)
scientific document
(1)
acoustic feature
(1)
teacher-student learning
(1)
speech signal
(1)
paraphrase generator
(1)
log-mel spectrogram
(1)
noisy student training
(1)
Papers
Acoustic Representation Learning on Breathing and Speech Signals for COVID-19 Detection
Interspeech 2022
SPLICEOUT: A Simple and Efficient Audio Augmentation Method
Interspeech 2022
Investigating Feature Selection and Explainability for COVID-19 Diagnostics from Cough Sounds
Interspeech 2021
Perturb, Predict & Paraphrase: Semi-Supervised Learning using Noisy Student for Image Captioning
IJCAI 2021
The Effect of Pretraining on Extractive Summarization for Scientific Documents
NAACL 2021
ProAlignNet: Unsupervised Learning for Progressively Aligning Noisy Contours
CVPR 2020
An Error Analysis Tool for Natural Language Processing and Applied Machine Learning
COLING 2014