Division of EECS, IISc Bangalore

Symmetry in Scalar Fields

Automatic detection of symmetry is a challenging problem because both...

Cross-Modal Retrieval

Due to increase in the number of sources of data,...

Using Statistical Mechanics to understand depth in Deep Networks

Understanding the representational power of Restricted Boltzmann Machines (RBMs) with...

Neural programming and program analysis

Automatically synthesising programs and analysing their behaviour is considered a...

Neural computations underlying cognition

How does our brain enable us to pay attention selectively...

An analog neuromorphic co-processor that utilizes device mismatch for learning applications

As the integrated circuit (IC) technology advances into smaller nanometre...

Temporal Self-Organization: A Reaction-Diffusion Framework for Spatiotemporal Memories

Self-organizing maps find numerous applications in learning, clustering and recalling...

On the exact round complexity of secure three party computation

This work was done by Prof. Arpita Patra and Divya...

Almost-Surely Terminating Asynchronous Byzantine Agreement

This work was done by Laasya Bangalore, Ashish Choudhury, and...

Regulating Smart Devices in Restricted Spaces

This work appears in the 2016 ACM International Conference on...

Secure and Private Cloud Computing with Trusted Hardware

This work appears in the 2017 International Conference on Distributed...

Analysis of Concurrent Software

Event-driven concurrent programming is central in many software domains such...

Automatic Bug-Fixing in Programs

Software developers spend enormous time in finding and fixing bugs....

Statistical Inference under Privacy Constraints

Independent samples from an unknown probability distribution p on a...

Strong Converse for Wiretap Channel

The strong converse for a coding theorem shows that the...

Universal Multiparty Secret Key Agreement

Multiple parties observing correlated data seek to recover each other’s...

Security for Smart Cities

[Text borrowed from http://www.rbccps.org/smart-city/] The Indian Government has identified Smart...

FreeStyle: Customizable, Randomized, and Variable Round Version of Chacha Cipher to Resist Offline Key-guessing

This work introduces Freestyle, a highly customizable, randomized, and variable...

Differentially-Private Algorithms for Consensus and Convex Optimization

Privacy, and the related issue of security, in CPS is...

Efficient and Secure Search over Encrypted Data

Due to a variety of crucial benefits, enterprises outsource their...

Quantum-safe Cryptography

The possible advent of quantum computers in the foreseeable future...

Deep Neural Networks for Superresolution of Document and Natural Images

a). Document Image Quality Enhancement Using Deep Neural Network: In...

ChExVis: a tool for molecular channel extraction and visualization

A channel is a pathway through empty space within the...

Articulogram for characterizing speaker specific articulation

Speech articulation varies across speakers for producing a speech sound...

Surveillance Face Recognition and Cross-Modal Retrieval

In the IACV lab, we are looking at different problems...

Fast Algorithms for Kernel Based Filtering

Smoothing is a fundamental task in low-level image processing that...

Regularization in Fluorescence Microscopy and Photoacoustic Imaging

Structures imaged by fluorescence microscopy and photo-acoustic imaging (PAT) have...

Virtual Reality, Image/Video Quality Assessment and Enhancement and Streaming Video

Virtual Reality: We work on several aspects of quantifying user...

Online Reconstruction Algorithms for Compressed Imaging

One of the focus areas of the Spectrum Lab is...

Deep Learning Techniques for Solving Inverse Problems

We address the problem of sparse spike deconvolution from noisy...

Artificial Intelligence for Healthcare Applications

A new focus area of the Spectrum Lab is to...

Approximation Algorithms for Partially Colorable Graphs

Graph coloring is a fundamental NP-hard problem in the study...