Talks Delivered
Research talks delivered by Prof. Seelamantula and lab members
2025
Talk
Generative Modeling — A Variational Perspective
Chandra Sekhar SeelamantulaIISc Bengaluru
Generative ModelingVariational Formulation
Conference Talk
An AI for an Eye
Prof. Chandra Sekhar SeelamantulaDepartment of Electrical Engineering, IISc
artificial intelligenceeyecarehealthcaremedical imaging
2024
Talk
Are Deep Learning Techniques for MR Image Super-Resolution Ready for Deployment?
Prof. Chandra Sekhar SeelamantulaDepartment of Electrical Engineering, IISc
MRI super-resolutiondeep learningmedical imaginggenerative adversarial networks
2023
Workshop
Sparsity driven super-resolution ultrasound imaging
Ultrasound ImagingSuper-ResolutionSparsityMedical Imaging
2021
Conference
Neuromorphic Sampling
Neuromorphic ComputingSampling TheorySignal Processing
Conference
Generalized weighted lp minimization for accurate interferometric phase estimation
Phase EstimationInterferometryOptimizationImaging
2019
Keynote
Healthcare in the age of AI
HealthcareArtificial IntelligenceBiomedical Signal ProcessingImage Processing
Winter School
Deep learning for sparse coding
Deep LearningSparse CodingSpeech ProcessingAudio Processing
2018
Special Session
There's more to a spectrogram than meets the eye
SpectrogramSpeech ProcessingSignal Analysis
Special Session
Unrolled iterative algorithms for sparse coding
Sparse CodingDeep LearningIterative AlgorithmsSignal Processing
Invited Talk
The BIG bang. Twenty Years of Biomedical Imaging and Splines (TYBIS)
Biomedical ImagingSplinesImage ProcessingEPFL
Winter School
ESOLA: Epoch-synchronous overlap-add for speech applications
ESOLASpeech ProcessingOverlap-AddAudio Processing
2017
Tutorial
Sub-Nyquist sampling
Sub-Nyquist SamplingSampling TheorySignal Processing
Workshop
Deep learning meets sparse coding
Deep LearningSparse CodingBrain ComputingMachine Learning
2016
Keynote
The Riesz transform -- A new tool for spectro-temporal analysis of speech signals
Riesz TransformSpeech SignalsSpectro-temporal AnalysisAudio Processing
Invited Talk
What can signal processing do for coherent imaging?
Coherent ImagingSignal ProcessingOptical Imaging
Symposium
Phase retrieval in shift-invariant spaces and application to optical imaging
Phase RetrievalShift-Invariant SpacesOptical ImagingMathematical Optics
Invited Talk
Exact phase retrieval in principal shift-invariant spaces
Phase RetrievalShift-Invariant SpacesSignal Processing
Tutorial
Sub-Nyquist sampling -- Recent advances and applications
Sub-Nyquist SamplingSampling TheorySignal Processing
2014
Workshop
Speech prosody modification
Speech ProsodyText-to-SpeechSpeech Synthesis
Seminar
Active shapes, Visualization and Data Analytics Seminar
Active ShapesVisualizationData Analytics