Gaurav Aggarwal

According to our database, Gaurav Aggarwal authored at least 73 papers between 1997 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

All Mistakes are not Equal: Comprehensive Hierarchy Aware Multilabel Predictions (CHAMP).

Ashwin Vaswani, Yashas Samaga, Gaurav Aggarwal, Praneeth Netrapalli, Narayan G. Hegde

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Help and The Social Construction of Access: A Case-Study from India.

Vaishnav Kameswaran, Jerry Robinson, Nithya Sambasivan, Gaurav Aggarwal, Meredith Ringel Morris

Proceedings of the 26th International ACM SIGACCESS Conference on Computers and Accessibility, 2024

Sample-Efficient Personalization: Modeling User Parameters as Low Rank Plus Sparse Components.

Soumyabrata Pal, Prateek Varshney, Gagan Madan, Prateek Jain, Abhradeep Thakurta, Gaurav Aggarwal, Pradeep Shenoy, Gaurav Srivastava

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Some Fixed-Point Results for the KF-Iteration Process in Hyperbolic Metric Spaces.

Aynur Sahin, Emre Öztürk, Gaurav Aggarwal

Symmetry, July, 2023

Analyzing the Efficacy of an LLM-Only Approach for Image-based Document Question Answering.

Nidhi Hegde, Sujoy Paul, Gagan Madan, Gaurav Aggarwal

CoRR, 2023

Is it an i or an l: Test-time Adaptation of Text Line Recognition Models.

Debapriya Tula, Sujoy Paul, Gagan Madan, Peter Garst, R. Reeve Ingle, Gaurav Aggarwal

CoRR, 2023

GAN-MPC: Training Model Predictive Controllers with Parameterized Cost Functions using Demonstrations from Non-identical Experts.

Returaj Burnwal, Anirban Santara, Nirav P. Bhatt, Balaraman Ravindran, Gaurav Aggarwal

CoRR, 2023

Efficient Data Subset Selection to Generalize Training Across Models: Transductive and Inductive Networks.

Eeshaan Jain, Tushar Nandy, Gaurav Aggarwal, Ashish Tendulkar, Rishabh K. Iyer, Abir De

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A Contextual Bandit Approach for Learning to Plan in Environments with Probabilistic Goal Configurations.

Sohan Rudra, Saksham Goel, Anirban Santara, Claudio Gentile, Laurent Perron, Fei Xia, Vikas Sindhwani, Carolina Parada, Gaurav Aggarwal

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Test-time Adaptation with Slot-Centric Models.

Mihir Prabhudesai, Anirudh Goyal, Sujoy Paul, Sjoerd van Steenkiste, Mehdi S. M. Sajjadi, Gaurav Aggarwal, Thomas Kipf, Deepak Pathak, Katerina Fragkiadaki

Proceedings of the International Conference on Machine Learning, 2023

Weakly Supervised Information Extraction from Inscrutable Handwritten Document Images.

Sujoy Paul, Gagan Madan, Akankshya Mishra, Narayan Hegde, Pradeep Kumar, Gaurav Aggarwal

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

2022

Social Communication Disorder Outside Intellectual Disability? A Review and Classification Approach to Receptive and Expressive Communication in Intellectual Disability.

Gaurav Aggarwal

Wirel. Pers. Commun., 2022

Private and Efficient Meta-Learning with Low Rank and Sparse Decomposition.

Soumyabrata Pal, Prateek Varshney, Prateek Jain, Abhradeep Guha Thakurta, Gagan Madan, Gaurav Aggarwal, Pradeep Shenoy, Gaurav Srivastava

CoRR, 2022

All Mistakes Are Not Equal: Comprehensive Hierarchy Aware Multi-label Predictions (CHAMP).

Ashwin Vaswani, Gaurav Aggarwal, Praneeth Netrapalli, Narayan G. Hegde

CoRR, 2022

Dermatologist-Level Classification of Skin Cancer Using Cascaded Ensembling of Convolutional Neural Network and Handcrafted Features Based Deep Neural Network.

Akhilesh Kumar Sharma, Shamik Tiwari, Gaurav Aggarwal, Nitika Goenka, Anil Kumar, Prasun Chakrabarti, Tulika Chakrabarti, Radomír Gono, Zbigniew Leonowicz, Michal Jasiñski

IEEE Access, 2022

Novel Class Discovery Without Forgetting.

K. J. Joseph, Sujoy Paul, Gaurav Aggarwal, Soma Biswas, Piyush Rai, Kai Han, Vineeth N. Balasubramanian

Proceedings of the Computer Vision, 2022

Spacing Loss for Discovering Novel Categories.

K. J. Joseph, Sujoy Paul, Gaurav Aggarwal, Soma Biswas, Piyush Rai, Kai Han, Vineeth N. Balasubramanian

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Learning to Plan Variable Length Sequences of Actions with a Cascading Bandit Click Model of User Feedback.

Anirban Santara, Gaurav Aggarwal, Shuai Li, Claudio Gentile

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Unsupervised Adaptation of Semantic Segmentation Models without Source Data.

Sujoy Paul, Ansh Khurana, Gaurav Aggarwal

CoRR, 2021

SITA: Single Image Test-time Adaptation.

Ansh Khurana, Sujoy Paul, Piyush Rai, Soma Biswas, Gaurav Aggarwal

CoRR, 2021

Node-Level Differentially Private Graph Neural Networks.

Ameya Daigavane, Gagan Madan, Aditya Sinha, Abhradeep Guha Thakurta, Gaurav Aggarwal, Prateek Jain

CoRR, 2021

On Learning to Rank Long Sequences with Contextual Bandits.

Anirban Santara, Claudio Gentile, Gaurav Aggarwal, Shuai Li

CoRR, 2021

Classification of Indian Classical Music With Time-Series Matching Deep Learning Approach.

Akhilesh Kumar Sharma, Gaurav Aggarwal, Sachit Bhardwaj, Prasun Chakrabarti, Tulika Chakrabarti, Jemal H. Abawajy, Siddhartha Bhattacharyya, Richa Mishra, Anirban Das, Hairulnizam Mahdin

IEEE Access, 2021

Sketch-based Algorithms for Approximate Shortest Paths in Road Networks.

Gaurav Aggarwal, Sreenivas Gollapudi, Raghavender, Ali Kemal Sinop

Proceedings of the WWW '21: The Web Conference 2021, 2021

Learning to Select Exogenous Events for Marked Temporal Point Process.

Ping Zhang, Rishabh K. Iyer, Ashish Tendulkar, Gaurav Aggarwal, Abir De

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Learn to Intervene: An Adaptive Learning Policy for Restless Bandits in Application to Preventive Healthcare.

Arpita Biswas, Gaurav Aggarwal, Pradeep Varakantham, Milind Tambe

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Cohorting to Isolate Asymptomatic Spreaders: An Agent-Based Simulation Study on the Mumbai Suburban Railway.

Alok Talekar, Sharad Shriram, Nidhin K. Vaidhiyan, Gaurav Aggarwal, Jiangzhuo Chen, Srinivasan Venkatramanan, Lijing Wang, Aniruddha Adiga, Adam Sadilek, Ashish Tendulkar, Madhav V. Marathe, Rajesh Sundaresan, Milind Tambe

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

Learning Index Policies for Restless Bandits with Application to Maternal Healthcare.

Arpita Biswas, Gaurav Aggarwal, Pradeep Varakantham, Milind Tambe

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

2020

A Novel Hybrid PSO Assisted Optimization for Classification of Intellectual Disability Using Speech Signal.

Gaurav Aggarwal, Rudraksh Monga, Sarada Prasad Gochhayat

Wirel. Pers. Commun., 2020

Comparisons of Speech Parameterisation Techniques for Classification of Intellectual Disability Using Machine Learning.

Gaurav Aggarwal, Latika Singh

Int. J. Cogn. Informatics Nat. Intell., 2020

2015

Face Recognition, Video-Based.

Rama Chellappa, Gaurav Aggarwal, Shaohua Kevin Zhou

Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Construction and evaluation of ontological tag trees.

Chetan Kumar Verma, Vijay Mahadevan, Nikhil Rasiwasia, Gaurav Aggarwal, Ravi Kant, Alejandro Jaimes, Sujit Dey

Expert Syst. Appl., 2015

Combining deep learning and unsupervised clustering to improve scene recognition performance.

Armin Kappeler, Robin D. Morris, Amar Ramesh Kamat, Nikhil Rasiwasia, Gaurav Aggarwal

Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

The beauty of capturing faces: Rating the quality of digital portraits.

Miriam Redi, Nikhil Rasiwasia, Gaurav Aggarwal, Alejandro Jaimes

Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

2014

Construction of tag ontological graphs by locally minimizing weighted average hops.

Chetan Kumar Verma, Vijay Mahadevan, Nikhil Rasiwasia, Gaurav Aggarwal, Ravi Kant, Alejandro Jaimes, Sujit Dey

Proceedings of the 23rd International World Wide Web Conference, 2014

Cluster Canonical Correlation Analysis.

Nikhil Rasiwasia, Dhruv Mahajan, Vijay Mahadevan, Gaurav Aggarwal

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2013

Pose-Robust Recognition of Low-Resolution Face Images.

Soma Biswas, Gaurav Aggarwal, Patrick J. Flynn, Kevin W. Bowyer

IEEE Trans. Pattern Anal. Mach. Intell., 2013

First impressions on the state of cellular data connectivity in India.

Zahir Koradia, Goutham Mannava, Aravindh Raman, Gaurav Aggarwal, Vinay J. Ribeiro, Aaditeshwar Seth, Sebastien Ardon, Anirban Mahanti, Sipat Triukose

Proceedings of the Annual Symposium on Computing for Development, 2013

2012

Analysis of Facial Marks to Distinguish Between Identical Twins.

Nisha Srinivas, Gaurav Aggarwal, Patrick J. Flynn, Richard W. Vorder Bruegge

IEEE Trans. Inf. Forensics Secur., 2012

Who killed my battery?: analyzing mobile browser energy consumption.

Narendran Thiagarajan, Gaurav Aggarwal, Angela Nicoara, Dan Boneh, Jatinder Pal Singh

Proceedings of the 21st World Wide Web Conference 2012, 2012

Predicting good, bad and ugly match Pairs.

Gaurav Aggarwal, Soma Biswas, Patrick J. Flynn, Kevin W. Bowyer

Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

A sparse representation approach to face matching across plastic surgery.

Gaurav Aggarwal, Soma Biswas, Patrick J. Flynn, Kevin W. Bowyer

Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Dynamic Prefix Caching of videos with Lazy Update.

Gaurav Aggarwal, Gaurav Kumar, Divyashikha Sethia

Proceedings of the Second International Conference on Computational Science, 2012

2011

Difficult imaging covariates or difficult subjects? - An empirical investigation.

Jeffrey R. Paone, Soma Biswas, Gaurav Aggarwal, Patrick J. Flynn

Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

Face recognition in low-resolution videos using learning-based likelihood measurement model.

Soma Biswas, Gaurav Aggarwal, Patrick J. Flynn

Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

Facial marks as biometric signatures to distinguish between identical twins.

Nisha Srinivas, Gaurav Aggarwal, Patrick J. Flynn, Richard W. Vorder Bruegge

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

Pose-robust recognition of low-resolution face images.

Soma Biswas, Gaurav Aggarwal, Patrick J. Flynn

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Predicting performance of face recognition systems: An image characterization approach.

Gaurav Aggarwal, Soma Biswas, Patrick J. Flynn, Kevin W. Bowyer

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

An Efficient and Robust Algorithm for Shape Indexing and Retrieval.

Soma Biswas, Gaurav Aggarwal, Rama Chellappa

IEEE Trans. Multim., 2010

An Analysis of Private Browsing Modes in Modern Browsers.

Gaurav Aggarwal, Elie Bursztein, Collin Jackson, Dan Boneh

Proceedings of the 19th USENIX Security Symposium, 2010

2009

Face Recognition, Video-Based.

Rama Chellappa, Gaurav Aggarwal, Shaohua Kevin Zhou

Proceedings of the Encyclopedia of Biometrics, 2009

Robust Estimation of Albedo for Illumination-Invariant Matching and Shape Recovery.

Soma Biswas, Gaurav Aggarwal, Rama Chellappa

IEEE Trans. Pattern Anal. Mach. Intell., 2009

An architectural level design methodology for smart camera applications.

Sankalita Saha, Vida Kianzad, Jason Schlessman, Gaurav Aggarwal, Shuvra S. Bhattacharyya, Rama Chellappa, Wayne H. Wolf

Int. J. Embed. Syst., 2009

2008

Recognizing Human Faces: Physical Modeling and Pattern Classification.

Gaurav Aggarwal

PhD thesis, 2008

Physics-based revocable face recognition.

Gaurav Aggarwal, Nalini K. Ratha, Jonathan H. Connell, Ruud M. Bolle

Proceedings of the IEEE International Conference on Acoustics, 2008

Multi-biometric cohort analysis for biometric fusion.

Gaurav Aggarwal, Nalini K. Ratha, Ruud M. Bolle, Rama Chellappa

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

Appearance Characterization of Linear Lambertian Objects, Generalized Photometric Stereo, and Illumination-Invariant Face Recognition.

Shaohua Kevin Zhou, Gaurav Aggarwal, Rama Chellappa, David W. Jacobs

IEEE Trans. Pattern Anal. Mach. Intell., 2007

Video Biometrics.

Rama Chellappa, Gaurav Aggarwal

Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Efficient Indexing For Articulation Invariant Shape Matching And Retrieval.

Soma Biswas, Gaurav Aggarwal, Rama Chellappa

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Symmetric Objects are Hardly Ambiguous.

Gaurav Aggarwal, Soma Biswas, Rama Chellappa

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Model-Based OpenMP Implementation of a 3D Facial Pose Tracking System.

Sankalita Saha, Chung-Ching Shen, Chia-Jui Hsu, Gaurav Aggarwal, Ashok Veeraraghavan, Alan Sussman, Shuvra S. Bhattacharyya

Proceedings of the 2006 International Conference on Parallel Processing Workshops (ICPP Workshops 2006), 2006

Invariant Geometric Representation of 3D Point Clouds for Registration and Matching.

Soma Biswas, Gaurav Aggarwal, Rama Chellappa

Proceedings of the International Conference on Image Processing, 2006

Biometric Verification: Looking Beyond Raw Similarity Scores.

Gaurav Aggarwal, Nalini K. Ratha, Ruud M. Bolle

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2005

Pattern Recognition in Video.

Rama Chellappa, Ashok Veeraraghavan, Gaurav Aggarwal

Proceedings of the Pattern Recognition and Machine Intelligence, 2005

3D Facial Pose Tracking in Uncalibrated Videos.

Gaurav Aggarwal, Ashok Veeraraghavan, Rama Chellappa

Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Face Recognition in the Presence of Multiple Illumination Sources.

Gaurav Aggarwal, Rama Chellappa

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

UMD Experiments with FRGC Data.

Gaurav Aggarwal, Soma Biswas, Rama Chellappa

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

An architectural level design methodology for embedded face detection.

Vida Kianzad, Sankalita Saha, Jason Schlessman, Gaurav Aggarwal, Shuvra S. Bhattacharyya, Wayne H. Wolf, Rama Chellappa

Proceedings of the 3rd IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis, 2005

2004

A System Identification Approach for Video-based Face Recognition.

Gaurav Aggarwal, Amit K. Roy-Chowdhury, Rama Chellappa

Proceedings of the 17th International Conference on Pattern Recognition, 2004

2002

An image retrieval system with automatic query modification.

Gaurav Aggarwal, T. V. Ashwin, Sugata Ghosal

IEEE Trans. Multim., 2002

2000

iPURE: Perceptual and User-Friendly Retrieval of Images.

Gaurav Aggarwal, Pradeep K. Dubey, Sugata Ghosal, Ashutosh Kulshreshtha, Abhinanda Sarkar

Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Efficient Query Modification for Image Retrieval.

Gaurav Aggarwal, Sugata Ghosal, Pradeep K. Dubey

Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1997

A Novel Reconfigurable Co-Processor Architecture.

Gaurav Aggarwal, Nitin Thaper, Kamal Aggarwal, M. Balakrishnan, Shashi Kumar

Proceedings of the 10th International Conference on VLSI Design (VLSI Design 1997), 1997