Gaurav Aggarwal

83 papers A* 14A 9B 4C 1Misc 5Journal 32Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Farm-Level, In-Season Crop Identification for India. CoRR Ishan Deshpande, Amandeep Kaur Reehal, Chandan Nath, Renu Singh, Aayush Patel, Aishwarya Jayagopal, Gaurav Singh, Gaurav Aggarwal, Amit Agarwal, Prathmesh Bele, Sridhar Reddy, Tanya Warrier, Kinjal Singh, Ashish Tendulkar, Luis Pazos Outon, Nikita Saxena, Agata Dondzik, Dinesh Tewari, Shruti Garg, Avneet Singh, Harsh Dhand, Vaibhav Rajan, Alok Talekar
2024	J	`jnl`	Agricultural Landscape Understanding At Country-Scale. CoRR Radhika Dua, Nikita Saxena, Aditi Agarwal, Alex Wilson, Gaurav Singh, Hoang Tran, Ishan Deshpande, Amandeep Kaur, Gaurav Aggarwal, Chandan Nath, Arnab Basu, Vishal Batchu, Sharath Holla, Bindiya Kurle, Olana Missura, Rahul Aggarwal, Shubhika Garg, Nishi Shah, Avneet Singh, Dinesh Tewari, Agata Dondzik, Bharat Adsul, Milind A. Sohoni, Asim Rama Praveen, Aaryan Dangi, Lisan Kadivar, E. Abhishek, Niranjan Sudhansu, Kamlakar Hattekar, Sameer Datar, Musty Krishna Chaithanya, Anumas Ranjith Reddy, Aashish Kumar, Betala Laxmi Tirumala, Alok Talekar
2024	—	`conf`	All Mistakes are not Equal: Comprehensive Hierarchy Aware Multilabel Predictions (CHAMP). ICPR (1) Ashwin Vaswani, Yashas Samaga, Gaurav Aggarwal, Praneeth Netrapalli, Narayan G. Hegde
2024	J	`jnl`	Efficient Data Subset Selection to Generalize Training Across Models: Transductive and Inductive Networks. CoRR Eeshaan Jain, Tushar Nandy, Gaurav Aggarwal, Ashish Tendulkar, Rishabh K. Iyer, Abir De
2024	A	`conf`	Help and The Social Construction of Access: A Case-Study from India. ASSETS Vaishnav Kameswaran, Jerry Robinson, Nithya Sambasivan, Gaurav Aggarwal, Meredith Ringel Morris
2024	A	`conf`	Sample-Efficient Personalization: Modeling User Parameters as Low Rank Plus Sparse Components. AISTATS Soumyabrata Pal, Prateek Varshney, Gagan Madan, Prateek Jain, Abhradeep Thakurta, Gaurav Aggarwal, Pradeep Shenoy, Gaurav Srivastava
2023	A*	`conf`	A Contextual Bandit Approach for Learning to Plan in Environments with Probabilistic Goal Configurations. ICRA Sohan Rudra, Saksham Goel, Anirban Santara, Claudio Gentile, Laurent Perron, Fei Xia, Vikas Sindhwani, Carolina Parada, Gaurav Aggarwal
2023	J	`jnl`	Analyzing the Efficacy of an LLM-Only Approach for Image-based Document Question Answering. CoRR Nidhi Hegde, Sujoy Paul, Gagan Madan, Gaurav Aggarwal
2023	A*	`conf`	Efficient Data Subset Selection to Generalize Training Across Models: Transductive and Inductive Networks. NeurIPS Eeshaan Jain, Tushar Nandy, Gaurav Aggarwal, Ashish Tendulkar, Rishabh K. Iyer, Abir De
2023	J	`jnl`	GAN-MPC: Training Model Predictive Controllers with Parameterized Cost Functions using Demonstrations from Non-identical Experts. CoRR Returaj Burnwal, Anirban Santara, Nirav Pravinbhai Bhatt, Balaraman Ravindran, Gaurav Aggarwal
2023	J	`jnl`	Is it an i or an l: Test-time Adaptation of Text Line Recognition Models. CoRR Debapriya Tula, Sujoy Paul, Gagan Madan, Peter Garst, R. Reeve Ingle, Gaurav Aggarwal
2023	J	`jnl`	Some Fixed-Point Results for the KF-Iteration Process in Hyperbolic Metric Spaces. Symmetry Aynur Sahin, Emre Öztürk, Gaurav Aggarwal
2023	A*	`conf`	Test-time Adaptation with Slot-Centric Models. ICML Mihir Prabhudesai, Anirudh Goyal, Sujoy Paul, Sjoerd van Steenkiste, Mehdi S. M. Sajjadi, Gaurav Aggarwal, Thomas Kipf, Deepak Pathak, Katerina Fragkiadaki
2023	—	`conf`	Weakly Supervised Information Extraction from Inscrutable Handwritten Document Images. ICDAR (4) Sujoy Paul, Gagan Madan, Akankshya Mishra, Narayan Hegde, Pradeep Kumar, Gaurav Aggarwal
2023	J	`jnl`	Weakly supervised information extraction from inscrutable handwritten document images. CoRR Sujoy Paul, Gagan Madan, Akankshya Mishra, Narayan Hegde, Pradeep Kumar, Gaurav Aggarwal
2022	J	`jnl`	A Contextual Bandit Approach for Learning to Plan in Environments with Probabilistic Goal Configurations. CoRR Sohan Rudra, Saksham Goel, Anirban Santara, Claudio Gentile, Laurent Perron, Fei Xia, Vikas Sindhwani, Carolina Parada, Gaurav Aggarwal
2022	J	`jnl`	All Mistakes Are Not Equal: Comprehensive Hierarchy Aware Multi-label Predictions (CHAMP). CoRR Ashwin Vaswani, Gaurav Aggarwal, Praneeth Netrapalli, Narayan G. Hegde
2022	J	`jnl`	Dermatologist-Level Classification of Skin Cancer Using Cascaded Ensembling of Convolutional Neural Network and Handcrafted Features Based Deep Neural Network. IEEE Access Akhilesh Kumar Sharma, Shamik Tiwari, Gaurav Aggarwal, Nitika Goenka, Anil Kumar, Prasun Chakrabarti, Tulika Chakrabarti, Radomír Gono, Zbigniew Leonowicz, Michal Jasiñski
2022	A	`conf`	Learning to Plan Variable Length Sequences of Actions with a Cascading Bandit Click Model of User Feedback. AISTATS Anirban Santara, Gaurav Aggarwal, Shuai Li, Claudio Gentile
2022	—	`conf`	Novel Class Discovery Without Forgetting. ECCV (24) K. J. Joseph, Sujoy Paul, Gaurav Aggarwal, Soma Biswas, Piyush Rai, Kai Han, Vineeth N. Balasubramanian
2022	J	`jnl`	Novel Class Discovery without Forgetting. CoRR K. J. Joseph, Sujoy Paul, Gaurav Aggarwal, Soma Biswas, Piyush Rai, Kai Han, Vineeth N. Balasubramanian
2022	J	`jnl`	Private and Efficient Meta-Learning with Low Rank and Sparse Decomposition. CoRR Soumyabrata Pal, Prateek Varshney, Prateek Jain, Abhradeep Guha Thakurta, Gagan Madan, Gaurav Aggarwal, Pradeep Shenoy, Gaurav Srivastava
2022	—	`conf`	Spacing Loss for Discovering Novel Categories. CVPR Workshops K. J. Joseph, Sujoy Paul, Gaurav Aggarwal, Soma Biswas, Piyush Rai, Kai Han, Vineeth N. Balasubramanian
2022	J	`jnl`	Spacing Loss for Discovering Novel Categories. CoRR K. J. Joseph, Sujoy Paul, Gaurav Aggarwal, Soma Biswas, Piyush Rai, Kai Han, Vineeth N. Balasubramanian
2021	J	`jnl`	Classification of Indian Classical Music With Time-Series Matching Deep Learning Approach. IEEE Access Akhilesh Kumar Sharma, Gaurav Aggarwal, Sachit Bhardwaj, Prasun Chakrabarti, Tulika Chakrabarti, Jemal H. Abawajy, Siddhartha Bhattacharyya, Richa Mishra, Anirban Das, Hairulnizam Mahdin
2021	A	`conf`	Cohorting to Isolate Asymptomatic Spreaders: An Agent-Based Simulation Study on the Mumbai Suburban Railway. AAMAS 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
2021	A*	`conf`	Learn to Intervene: An Adaptive Learning Policy for Restless Bandits in Application to Preventive Healthcare. IJCAI Arpita Biswas, Gaurav Aggarwal, Pradeep Varakantham, Milind Tambe
2021	J	`jnl`	Learn to Intervene: An Adaptive Learning Policy for Restless Bandits in Application to Preventive Healthcare. CoRR Arpita Biswas, Gaurav Aggarwal, Pradeep Varakantham, Milind Tambe
2021	A	`conf`	Learning Index Policies for Restless Bandits with Application to Maternal Healthcare. AAMAS Arpita Biswas, Gaurav Aggarwal, Pradeep Varakantham, Milind Tambe
2021	A*	`conf`	Learning to Select Exogenous Events for Marked Temporal Point Process. NeurIPS Ping Zhang, Rishabh K. Iyer, Ashish Tendulkar, Gaurav Aggarwal, Abir De
2021	J	`jnl`	Node-Level Differentially Private Graph Neural Networks. CoRR Ameya Daigavane, Gagan Madan, Aditya Sinha, Abhradeep Guha Thakurta, Gaurav Aggarwal, Prateek Jain
2021	J	`jnl`	On Learning to Rank Long Sequences with Contextual Bandits. CoRR Anirban Santara, Claudio Gentile, Gaurav Aggarwal, Shuai Li
2021	J	`jnl`	SITA: Single Image Test-time Adaptation. CoRR Ansh Khurana, Sujoy Paul, Piyush Rai, Soma Biswas, Gaurav Aggarwal
2021	A*	`conf`	Sketch-based Algorithms for Approximate Shortest Paths in Road Networks. WWW Gaurav Aggarwal, Sreenivas Gollapudi, Raghavender, Ali Kemal Sinop
2021	J	`jnl`	Unsupervised Adaptation of Semantic Segmentation Models without Source Data. CoRR Sujoy Paul, Ansh Khurana, Gaurav Aggarwal
2020	J	`jnl`	A Novel Hybrid PSO Assisted Optimization for Classification of Intellectual Disability Using Speech Signal. Wirel. Pers. Commun. Gaurav Aggarwal, Rudraksh Monga, Sarada Prasad Gochhayat
2020	J	`jnl`	Cohorting to isolate asymptomatic spreaders: An agent-based simulation study on the Mumbai Suburban Railway. CoRR 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
2020	J	`jnl`	Comparisons of Speech Parameterisation Techniques for Classification of Intellectual Disability Using Machine Learning. Int. J. Cogn. Informatics Nat. Intell. Gaurav Aggarwal, Latika Singh
2015	C	`conf`	Combining deep learning and unsupervised clustering to improve scene recognition performance. MMSP Armin Kappeler, Robin D. Morris, Amar Ramesh Kamat, Nikhil Rasiwasia, Gaurav Aggarwal
2015	J	`jnl`	Construction and evaluation of ontological tag trees. Expert Syst. Appl. Chetan Kumar Verma, Vijay Mahadevan, Nikhil Rasiwasia, Gaurav Aggarwal, Ravi Kant, Alejandro Jaimes, Sujit Dey
2015	—	`ch.`	Face Recognition, Video-Based. Encyclopedia of Biometrics Rama Chellappa, Gaurav Aggarwal, Shaohua Kevin Zhou
2015	J	`jnl`	The Beauty of Capturing Faces: Rating the Quality of Digital Portraits. CoRR Miriam Redi, Nikhil Rasiwasia, Gaurav Aggarwal, Alejandro Jaimes
2015	B	`conf`	The beauty of capturing faces: Rating the quality of digital portraits. FG Miriam Redi, Nikhil Rasiwasia, Gaurav Aggarwal, Alejandro Jaimes
2014	A	`conf`	Cluster Canonical Correlation Analysis. AISTATS Nikhil Rasiwasia, Dhruv Mahajan, Vijay Mahadevan, Gaurav Aggarwal
2014	—	`conf`	Construction of tag ontological graphs by locally minimizing weighted average hops. WWW (Companion Volume) Chetan Kumar Verma, Vijay Mahadevan, Nikhil Rasiwasia, Gaurav Aggarwal, Ravi Kant, Alejandro Jaimes, Sujit Dey
2013	—	`conf`	First impressions on the state of cellular data connectivity in India. ACM DEV (4) Zahir Koradia, Goutham Mannava, Aravindh Raman, Gaurav Aggarwal, Vinay J. Ribeiro, Aaditeshwar Seth, Sebastien Ardon, Anirban Mahanti, Sipat Triukose
2013	J	`jnl`	Pose-Robust Recognition of Low-Resolution Face Images. IEEE Trans. Pattern Anal. Mach. Intell. Soma Biswas, Gaurav Aggarwal, Patrick J. Flynn, Kevin W. Bowyer
2012	A	`conf`	A sparse representation approach to face matching across plastic surgery. WACV Gaurav Aggarwal, Soma Biswas, Patrick J. Flynn, Kevin W. Bowyer
2012	J	`jnl`	Analysis of Facial Marks to Distinguish Between Identical Twins. IEEE Trans. Inf. Forensics Secur. Nisha Srinivas, Gaurav Aggarwal, Patrick J. Flynn, Richard W. Vorder Bruegge
2012	—	`conf`	Dynamic Prefix Caching of videos with Lazy Update. CCSEIT Gaurav Aggarwal, Gaurav Kumar, Divyashikha Sethia
2012	A	`conf`	Predicting good, bad and ugly match Pairs. WACV Gaurav Aggarwal, Soma Biswas, Patrick J. Flynn, Kevin W. Bowyer
2012	A*	`conf`	Who killed my battery?: analyzing mobile browser energy consumption. WWW Narendran Thiagarajan, Gaurav Aggarwal, Angela Nicoara, Dan Boneh, Jatinder Pal Singh
2011	B	`conf`	Difficult imaging covariates or difficult subjects? - An empirical investigation. IJCB Jeffrey R. Paone, Soma Biswas, Gaurav Aggarwal, Patrick J. Flynn
2011	B	`conf`	Face recognition in low-resolution videos using learning-based likelihood measurement model. IJCB Soma Biswas, Gaurav Aggarwal, Patrick J. Flynn
2011	—	`conf`	Facial marks as biometric signatures to distinguish between identical twins. CVPR Workshops Nisha Srinivas, Gaurav Aggarwal, Patrick J. Flynn, Richard W. Vorder Bruegge
2011	A*	`conf`	Pose-robust recognition of low-resolution face images. CVPR Soma Biswas, Gaurav Aggarwal, Patrick J. Flynn
2011	—	`conf`	Predicting performance of face recognition systems: An image characterization approach. CVPR Workshops Gaurav Aggarwal, Soma Biswas, Patrick J. Flynn, Kevin W. Bowyer
2010	A*	`conf`	An Analysis of Private Browsing Modes in Modern Browsers. USENIX Security Symposium Gaurav Aggarwal, Elie Bursztein, Collin Jackson, Dan Boneh
2010	J	`jnl`	An Efficient and Robust Algorithm for Shape Indexing and Retrieval. IEEE Trans. Multim. Soma Biswas, Gaurav Aggarwal, Rama Chellappa
2009	J	`jnl`	An architectural level design methodology for smart camera applications. Int. J. Embed. Syst. Sankalita Saha, Vida Kianzad, Jason Schlessman, Gaurav Aggarwal, Shuvra S. Bhattacharyya, Rama Chellappa, Wayne H. Wolf
2009	—	`ch.`	Face Recognition, Video-Based. Encyclopedia of Biometrics Rama Chellappa, Gaurav Aggarwal, Shaohua Kevin Zhou
2009	J	`jnl`	Robust Estimation of Albedo for Illumination-Invariant Matching and Shape Recovery. IEEE Trans. Pattern Anal. Mach. Intell. Soma Biswas, Gaurav Aggarwal, Rama Chellappa
2008	Misc	`conf`	Multi-biometric cohort analysis for biometric fusion. ICASSP Gaurav Aggarwal, Nalini K. Ratha, Ruud M. Bolle, Rama Chellappa
2008	Misc	`conf`	Physics-based revocable face recognition. ICASSP Gaurav Aggarwal, Nalini K. Ratha, Jonathan H. Connell, Ruud M. Bolle
2008	—	`—`	Recognizing Human Faces: Physical Modeling and Pattern Classification. Gaurav Aggarwal
2007	J	`jnl`	Appearance Characterization of Linear Lambertian Objects, Generalized Photometric Stereo, and Illumination-Invariant Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Shaohua Kevin Zhou, Gaurav Aggarwal, Rama Chellappa, David W. Jacobs
2007	A*	`conf`	Efficient Indexing For Articulation Invariant Shape Matching And Retrieval. CVPR Soma Biswas, Gaurav Aggarwal, Rama Chellappa
2007	A*	`conf`	Robust Estimation of Albedo for Illumination-invariant Matching and Shape Recovery. ICCV Soma Biswas, Gaurav Aggarwal, Rama Chellappa
2007	A*	`conf`	Symmetric Objects are Hardly Ambiguous. CVPR Gaurav Aggarwal, Soma Biswas, Rama Chellappa
2007	Misc	`conf`	Video Biometrics. ICIAP Rama Chellappa, Gaurav Aggarwal
2006	—	`conf`	Biometric Verification: Looking Beyond Raw Similarity Scores. CVPR Workshops Gaurav Aggarwal, Nalini K. Ratha, Ruud M. Bolle
2006	B	`conf`	Invariant Geometric Representation of 3D Point Clouds for Registration and Matching. ICIP Soma Biswas, Gaurav Aggarwal, Rama Chellappa
2006	—	`conf`	Model-Based OpenMP Implementation of a 3D Facial Pose Tracking System. ICPP Workshops Sankalita Saha, Chung-Ching Shen, Chia-Jui Hsu, Gaurav Aggarwal, Ashok Veeraraghavan, Alan Sussman, Shuvra S. Bhattacharyya
2005	—	`conf`	3D Facial Pose Tracking in Uncalibrated Videos. PReMI Gaurav Aggarwal, Ashok Veeraraghavan, Rama Chellappa
2005	Misc	`conf`	An architectural level design methodology for embedded face detection. CODES+ISSS Vida Kianzad, Sankalita Saha, Jason Schlessman, Gaurav Aggarwal, Shuvra S. Bhattacharyya, Wayne H. Wolf, Rama Chellappa
2005	A*	`conf`	Face Recognition in the Presence of Multiple Illumination Sources. ICCV Gaurav Aggarwal, Rama Chellappa
2005	—	`conf`	Pattern Recognition in Video. PReMI Rama Chellappa, Ashok Veeraraghavan, Gaurav Aggarwal
2005	—	`conf`	UMD Experiments with FRGC Data. CVPR Workshops Gaurav Aggarwal, Soma Biswas, Rama Chellappa
2004	—	`conf`	A System Identification Approach for Video-based Face Recognition. ICPR (4) Gaurav Aggarwal, Amit K. Roy-Chowdhury, Rama Chellappa
2002	J	`jnl`	An image retrieval system with automatic query modification. IEEE Trans. Multim. Gaurav Aggarwal, T. V. Ashwin, Sugata Ghosal
2000	A*	`conf`	Efficient Query Modification for Image Retrieval. CVPR Gaurav Aggarwal, Sugata Ghosal, Pradeep K. Dubey
2000	A	`conf`	iPURE: Perceptual and User-Friendly Retrieval of Images. IEEE International Conference on Multimedia and Expo (II) Gaurav Aggarwal, Pradeep K. Dubey, Sugata Ghosal, Ashutosh Kulshreshtha, Abhinanda Sarkar
1997	Misc	`conf`	A Novel Reconfigurable Co-Processor Architecture. VLSI Design Gaurav Aggarwal, Nitin Thaper, Kamal Aggarwal, M. Balakrishnan, Shashi Kumar