The Artificial Intelligence Group (AI@IISc) is a group of faculty members and students at the Indian Institute of Science in Bangalore, who share interests in the broad areas of artificial intelligence, machine learning, and data science. The faculty members of the group are engaged in cutting-edge research on a rich variety of topics ranging from theoretical foundations to new algorithms and architectures as well as several exciting applications. Highly motivated Doctoral and Masters’ research students complement and expand the energy of the faculty members. The group has initiated partnerships with a host of global industries and industrial research laboratories.
Further details on AI@IISc activities can be found by following the links above.
Research and Innovation Highlights

- Ambedkar Dukkipati
In the last one and a half years, more than…

- Ambedkar Dukkipati, CSA
The success of deep neural networks, in the advancement of…

- Hardik J. Pandya, ESE
The research group at BEES Lab, DESE, is developing advanced…

- Himanshu Tyagi, ECE
Classical statistics assumes that data samples are available in their…

- Kunal N Chaudhury, EE
A necessary and sufficient condition for uniquely registering a system…

- Soma Biswas, EE
Cross-modal retrieval with image-text, sketch-image, etc. are gaining increasing importance…

- Sriram Ganapathy, EE
The performance of speech systems is degraded in the presence…

- Santanu Mahapatra, ESE
Charge density wave (CDW) is a quantum mechanical phenomenon, which…

- Chetan Singh Thakur, ESE
The brain is an ideal template for next-generation computing architectures.…

- Chandra Sekhar Seelamantula , EE
Semi-supervised generative adversarial networks (GANs) consist of neural networks tasked…

- Chiranjib Bhattacharyya, CSA
The project was started by Dr. Geetha Manjunath of Niramai…

- Rahul Singh, ECE
We revisit the Reward Biased Maximum Likelihood Estimate (RBMLE) algorithm…

- Rajesh Sundaresan, ECE
This work, a Karnataka-wide COVID-19 serological survey, provided a wealth…

- Rajiv Soundararajan, ECE
We consider the problem of robust no reference (NR) video…

- Y. Narahari, CSA
Online platforms such as Q&A forums (e.g. StackExchange, Reddit) receive…

- Aditya Gopalan, ECE
Together with graduate student Aadirupa Saha at IISc, Aditya Gopalan’s…

- Jayachandra Shenoy, EE
Our approach to microgrid protection in this paper uses a…

- Shishir Kolathaya, CSA
In this work, with a view toward fast deployment of…

- M. Narasimha Murty, CSA
Outliers can have an adverse effect on the embeddings of…

- Bharadwaj Amrutur, ECE
We are exploring the use of gestures and natural language…
- Chandra R. Murthy
We are investigating the use of AI/ML techniques for communications…

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Deep Neural Networks were employed to identify different vehicles in…

- Aditya Kanade, Shirish Shevade
Automatically synthesising programs and analysing their behaviour is considered a…

- Anirban Chakraborty
Existing data association techniques mostly focus on matching pairs of…

- Siddharth Barman
Siddharth’s recent work considers fairness from a computation lens. For…
- Chiranjib Bhattacharyya
Understanding the representational power of Restricted Boltzmann Machines (RBMs) with…

- Mopuri Reddy, Aditya Ganeshan and R. Venkatesh Babu
Machine learning models are susceptible to adversarial perturbations: small changes…

- Vijay Natarajan
Automatic detection of symmetry is a challenging problem because both…