Publications | Infosys Centre for AI

Conference

Venue : Macao

02/08/23

Long-term monitoring of bird flocks in the wild

Saket Anand

# Linear Optimization

Conference

Venue : Paris

01/08/23

FCCNs: Fully Complex-valued Convolutional Networks using Complex-valued Color Model and Loss Function

Dr. Koteswar Rao Jerripothula

# Digital Image Processing

Journal

01/06/23

A novel PRFB decomposition for non-stationary time-series and image analysis

Dr. Anubha Gupta

Journal

18/05/23

Transcriptional advantage influence odorant receptor gene choice

Dr. Debarka Sengupta

Conference

Venue : Bangalore, India

10/05/23

A Deep Neural Network-based Space debris trajectory prediction after an elastic collision event

Sanat K Biswas

# Space Applications

Conference

Venue : Cologne, Germany

09/05/23

Learning based Methods for Code Runtime Complexity Prediction

Rajiv Ratn Shah

Journal

09/05/23

Fake News in India: Scale, Diversity, Solution, and Opportunities

Rajiv Ratn Shah

Journal

30/04/23

BDL-SP: A Bio-inspired DL model for the identification of altered Signaling Pathways in Multiple Myeloma using WES data

Dr. Anubha Gupta

# Cancer Imaging

Journal

28/04/23

A Challenge & Dataset on Segmentation of Multiple Myeloma Plasma Cells from Microscopic Images

Anubha Gupta

Conference

Venue : Vancouver, Canada

28/04/23

Coordinate Descent on the Orthogonal Group for Recurrent Neural Network Training

Vinayak Abrol

Journal

17/04/23

A combined experimental-computational approach uncovers a role for the Golgi matrix protein Giantin in breast cancer progression

Dr. Debarka Sengupta

Journal

10/04/23

Characterizing the Entities in Harmful Memes: Who is the Hero, the Villain, the Victim?

Md. Shad Akhtar & Tanmoy Chakraborty

Journal

20/03/23

HostileNet: Multi-Label Hostile Post Detection in Hindi. IEEE Transactions on Computational Social Systems

Tanmoy Chakraborty

Journal

20/03/23

HostileNet: Multilabel Hostile Post Detection in Hindi

Md Shad Akhtar, & Tanmoy Chakraborty

Conference

Venue : Online

30/01/23

Response-act Guided Reinforced Dialogue Generation for Mental Health Counseling

Md. Shad Akhtar & Tanmoy Chakraborty

Journal

18/01/23

Matching queried single-cell open-chromatin profiles to large pools of single-cell transcriptomes and epigenomes for reference supported analysis

Dr. Debarka Sengupta

Conference

Venue : Vancouver, Canada

18/01/23

Why is the winner the best?

Dr Anubha Gupta

Journal

04/01/23

Graded Depth of Response and Neoplastic Plasma Cell Index as Indicators of Survival Outcomes in Patients With Multiple Myeloma Following Autologous Stem Cell Transplant

Dr. Anubha Gupta

# Cancer Imaging

Journal

04/01/23

SegPC-2021: A Challenge & Dataset on Segmentation of Multiple Myeloma Plasma Cells from Microscopic Images

Dr. Anubha Gupta

Conference

Venue : Waikoloa, HI

03/01/23

Reducing Annotation Effort by Identifying and Labeling Contextually Diverse Classes for Semantic Segmentation Under Domain Shift

Saket Anand

Conference

Venue : Waikoloa, HI

03/01/23

Reducing Annotation Effort by Identifying and Labeling Contextually Diverse Classes for Semantic Segmentation Under Domain Shift

Saket Anand

Conference

Venue : New Orleans, LA

03/01/23

On Spectral and Temporal Feature Encoding Behaviour in Stacked Architectures

Vinayak Abrol

Conference

Venue : Seattle, Washington & Online

20/12/22

What do you MEME? Generating Explanations for Visual Semantic Role Labelling in Memes.

Md. Shad Akhtar, & Tanmoy Chakraborty

Conference

Venue : Cancun, Mexico

09/12/22

Image-Based Visual Servoing of Quadrotor to Track a Moving Planer Target with Unknown Linear and Angular Velocities

Sayan Basu Roy

Conference

Venue : New Orleans, LA

03/12/22

Does Geometric Structure in Convolutional Filter Space Provide Filter Redundancy Information?

Vinayak Abrol

Conference

Venue : New Orleans, LA

03/12/22

On Spectral and Temporal Feature Encoding Behaviour in Stacked Architectures

Vinayak Abrol

Conference

Venue : New Orleans, LA

03/12/22

Does Geometric Structure in Convolutional Filter Space Provide Filter Redundancy Information?

Vinayak Abrol

Conference

Venue : Online

22/11/22

Domain-aware Self-supervised Pre-training for Label-Efficient Meme Analysis

Md. Shad Akhtar & Tanmoy Chakraborty

Journal

22/11/22

Explaining (Sarcastic) Utterances to Enhance Affect Understanding in Multimodal Dialogues

Md Shad Akhtar & Tanmoy Chakraborty

Journal

12/11/22

Microfluidic live tracking and transcriptomics of cancer-immune cell doublets link intercellular proximity and gene regulation

Dr Debarka Sengupta

Journal

07/11/22

Marker-free characterization of full-length transcriptomes of single live circulating tumor cells

Dr. Debarka Sengupta

Conference

Venue : Tel Aviv, Israel

23/10/22

Learning Hierarchy Aware Features for Reducing Mistake Severity

Saket Anand

Conference

Venue : Tel Aviv, Israel

23/10/22

Learning Hierarchy Aware Features for Reducing Mistake Severity

Saket Anand

Conference

Venue : New Orleans, LA

11/10/22

Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social Text Classification

Md Shad Akhtar & Tanmoy Chakraborty

Conference

Venue : Abu Dhabi

11/10/22

Empowering the Fact-checkers! Automatic Identification of Claim Spans on Twitter

Md. Shad Akhtar & Tanmoy Chakraborty

Conference

Venue : London, United Kingdom

08/10/22

Conditional hybrid GAN for melody generation from lyrics

Rajiv Ratn Shah

Conference

Venue : Terrassa

04/10/22

GANTouch: An Attack-Resilient Framework for Touch-Based Continuous Authentication System

Rajiv Ratn Shah

# Biomedical Signal processing

Journal

27/09/22

Gene expression based inference of cancer drug sensitivity

Debarka Sengupta

# Biomedical Signal processing

Conference

Venue : London, United Kingdom

13/09/22

Compressive Self-Noise Cancellation in Underwater Acoustics

Vinayak Abrol

Conference

Venue : Cancun, Mexico

06/09/22

PI-like Estimator-based Adaptive Extremum Seeking Control using Initial Excitation

Sayan Basu Roy

Journal

24/08/22

GCRS: A hybrid graph convolutional network for risk stratification in multiple myeloma cancer patients

Anubha Gupta

Journal

24/08/22

GCRS: A hybrid graph convolutional network for risk stratification in multiple myeloma cancer patients

Anubha Gupta

Conference

Venue : San Diego

23/08/22

Counseling Summarization using Mental Health Knowledge Guided Utterance Filtering

Md Shad Akhtar, and Tanmoy Chakraborty

Conference

Venue : San Diego

23/08/22

Proactively Reducing the Hate Intensity of Online Posts via Hate Speech Normalization

Md Shad Akhtar, and Tanmoy Chakraborty

Conference

Venue : University of Durham (UK)

27/07/22

Auxiliary Task guided Interactive Attention for question Difficulty Prediction

Md Shad Akhtar & Vikram Goyal

Conference

Venue : Vienna, Austria

23/07/22

Detecting and Understanding Harmful Memes: A Survey

Md. Shad Akhtar, and Tanmoy Chakraborty

Conference

Venue : Seattle, Washington & Online

10/07/22

DISARM: Detecting the Victims Targeted by Harmful Memes

Md Shad Akhtar, and Tanmoy Chakraborty

Conference

Venue : Virginia

28/06/22

MINIMAL: Mining Models for Universal Adversarial Triggers

Rajiv Ratn Shah

Conference

Venue : Vancouver, Canada

28/06/22

Using Sampling to Estimate and Improve Performance of Automated Scoring Systems with Guarantees

Rajiv Ratn Shah

Journal

07/06/22

Ethical Considerations from Child-Robot Interactions in Under-Resourced Communities. International Journal of Social Robotics

Jainendra Shukla

# Robotics

Conference

Venue : Atlanta, Georgia and online

06/06/22

Weakening the Inner Strength: Spotting Core Collusive Users in YouTube Blackmarket Network

Tanmoy Chakraborty

Conference

Venue : Phu Quoc, Vietnam

06/06/22

Melody Generation from Lyrics Using Three Branch Conditional LSTM-GAN

Rajiv Ratn Shah

Conference

Venue : Dublin and Online

23/05/22

Can Unsupervised Knowledge Transfer from Social Discussions Help Argument Mining?

Tanmoy Chakraborty

Conference

Venue : Dublin and Online

22/05/22

When did you become so smart, oh wise one?! Sarcasm Explanation in Multi-modal Multi-party Dialogues

Tanmoy Chakraborty

Conference

Venue : Dublin and Online

22/05/22

When did you become so smart, oh wise one?! Sarcasm Explanation in Multi-modal Multi-party Dialogues

Md Shad Akhtar, and Tanmoy Chakraborty

Journal

17/05/22

Blackmarket-driven Collusion on Online Media: A Survey, ACM/IMS Transactions on Data Science

Tanmoy Chakraborty

Conference

Venue : Chengdu, China

17/05/22

Detecting Anchors' Opinion in Hinghlish News Delivery

Tanmoy Chakraborty

Conference

Venue : Chengdu, China

16/05/22

BaDumTss: Multi-task Learning for Beatbox Transcription

Tanmoy Chakraborty

Conference

Venue : New Orleans, LA

01/05/22

Hartal (Strike) Happens Here Everyday”: Understanding Impact of Disruption on Education in Kashmir

Pushpendra Singh

Conference

Venue : New Orleans, LA

30/04/22

Should I visit the clinic”: Analyzing WhatsApp-mediated Online Health Support for Expectant and New Mothers in Rural India

Pushpendra Singh

Conference

Venue : New Orleans, LA

30/04/22

Re-thinking Menstrual Trackers Towards Period-Positive Ecologies

Pushpendra Singh

Conference

Venue : Stavanger, Norway

10/04/22

Topic Aware Contextualized Embeddings for High Quality Phrase Extraction

Vikram Goyal

Conference

Venue : Stavanger, Norway

10/04/22

Why Did You Not Compare With That? Finding Papers for Use as Baseline

Tanmoy Chakraborty

Journal

15/03/22

Automated Speech Scoring System Under The Lens

Rajiv Ratn

Conference

Venue : Virginia

28/02/22

Nice perfume. How long did you marinate in it? Multimodal Sarcasm Explanation

Tanmoy Chakraborty, and Md Shad Ahtar

Conference

Venue : Arizona

25/02/22

Semi-supervised Stance Detection of Tweets Via Distant Network Supervision

Tanmoy Chakraborty

Conference

Venue : Arizona

25/02/22

Speaker and Time-aware Joint Contextual Learning for Dialogue-act Classification in Counselling Conversations

Tanmoy Chakraborty

Conference

Venue : Waikoloa, HI

08/01/22

HIERMATCH: Leveraging Label Hierarchies for Improving Semi-Supervised Learning

Saket Anand

Conference

Venue : Waikoloa, HI

08/01/22

REGroup: Rank-aggregating Ensemble of Generative Classifiers for Robust Predictions

Saket Anand

Conference

Venue : Waikoloa, HI

08/01/22

Intelligent Camera Selection Decisions for Target Tracking in a Camera Network

Saket Anans and Sanjit Kaul

Conference

Venue : Waikoloa, HI

08/01/22

Does Data Repair Lead to Fair Models? Curating Contextually Fair Data To Reduce Model Bias

Saket Anand

Conference

Venue : Atlanta, USA

01/01/22

A Computational Approach to Understand Mental Health from Reddit: Knowledge-aware Multitask Learning Framework?

Tanmoy Chakraborty, and Md. Shad Akhtar

Conference

Venue : Bangalore, India

01/01/22

A SPARQL to Cypher Transpiler: Proposal and Initial Results

Raghava Mutharaju

Journal

31/12/21

Discovering Emotion and Reasoning its Flip in Multi-Party Conversations using Masked Memory Networks and Transformer, Knowledge-Based Systems.

Tanmoy Chakraborty

Conference

Venue : Online

30/08/21

Speaker-Conditioned Hierarchical Modeling for Automated Speech Scoring

Rajiv Ratn Shah