Vijay Mahadevan

58 papers A* 14A 2B 1Journal 29Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
REMORA: Regional Modeling of Oceans Refined Adaptively (built on AMReX).
J. Open Source Softw.
Hannah Klion, Robert D. Hetland, Jean M. Sexton, Ann S. Almgren, Iulian R. Grindeanu, Kyle Hinson, Vijay Mahadevan
2024 J jnl
Accelerating multivariate functional approximation computation with domain decomposition techniques.
J. Comput. Sci.
Vijay Mahadevan, David Lenz, Iulian R. Grindeanu, Thomas Peterka
2024 — conf
DEED: Dynamic Early Exit on Decoder for Accelerating Encoder-Decoder Transformer Models.
NAACL-HLT (Findings)
Peng Tang, Pengkai Zhu, Tian Li, Srikar Appalaraju, Vijay Mahadevan, R. Manmatha
2024 A* conf
DocKD: Knowledge Distillation from LLMs for Open-World Document Understanding Models.
EMNLP
Sungnyun Kim, Haofu Liao, Srikar Appalaraju, Peng Tang, Zhuowen Tu, Ravi Kumar Satzoda, R. Manmatha, Vijay Mahadevan, Stefano Soatto
2024 J jnl
DocKD: Knowledge Distillation from LLMs for Open-World Document Understanding Models.
CoRR
Sungnyun Kim, Haofu Liao, Srikar Appalaraju, Peng Tang, Zhuowen Tu, Ravi Kumar Satzoda, R. Manmatha, Vijay Mahadevan, Stefano Soatto
2024 A* conf
Enhancing Vision-Language Pre-Training with Rich Supervisions.
CVPR
Yuan Gao, Kunyu Shi, Pengkai Zhu, Edouard Belval, Oren Nuriel, Srikar Appalaraju, Shabnam Ghadar, Zhuowen Tu, Vijay Mahadevan, Stefano Soatto
2024 J jnl
Enhancing Vision-Language Pre-training with Rich Supervisions.
CoRR
Yuan Gao, Kunyu Shi, Pengkai Zhu, Edouard Belval, Oren Nuriel, Srikar Appalaraju, Shabnam Ghadar, Vijay Mahadevan, Zhuowen Tu, Stefano Soatto
2024 — conf
ICDAR 2024 Competition on Recognition and VQA on Handwritten Documents.
ICDAR (6)
Ajoy Mondal, Vijay Mahadevan, R. Manmatha, C. V. Jawahar
2024 — conf
Multiple-Question Multiple-Answer Text-VQA.
NAACL (Industry Track)
Peng Tang, Srikar Appalaraju, R. Manmatha, Yusheng Xie, Vijay Mahadevan
2024 A* conf
No Head Left Behind - Multi-Head Alignment Distillation for Transformers.
AAAI
Tianyang Zhao, Kunwar Yashraj Singh, Srikar Appalaraju, Peng Tang, Vijay Mahadevan, R. Manmatha, Ying Nian Wu
2023 — conf
Accelerating Multivariate Functional Approximation Computation with Domain Decomposition Techniques.
ICCS (1)
Vijay Mahadevan, David Lenz, Iulian R. Grindeanu, Thomas Peterka
2023 J jnl
Customizable Adaptive Regularization Techniques for B-Spline Modeling.
CoRR
David Lenz, Raine Yeh, Vijay Mahadevan, Iulian R. Grindeanu, Tom Peterka
2023 J jnl
Customizable adaptive regularization techniques for B-spline modeling.
J. Comput. Sci.
David Lenz, Raine Yeh, Vijay Mahadevan, Iulian R. Grindeanu, Tom Peterka
2023 J jnl
DEED: Dynamic Early Exit on Decoder for Accelerating Encoder-Decoder Transformer Models.
CoRR
Peng Tang, Pengkai Zhu, Tian Li, Srikar Appalaraju, Vijay Mahadevan, R. Manmatha
2023 A* conf
DocTr: Document Transformer for Structured Information Extraction in Documents.
ICCV
Haofu Liao, Aruni RoyChowdhury, Weijian Li, Ankan Bansal, Yuting Zhang, Zhuowen Tu, Ravi Kumar Satzoda, R. Manmatha, Vijay Mahadevan
2023 J jnl
DocTr: Document Transformer for Structured Information Extraction in Documents.
CoRR
Haofu Liao, Aruni RoyChowdhury, Weijian Li, Ankan Bansal, Yuting Zhang, Zhuowen Tu, Ravi Kumar Satzoda, R. Manmatha, Vijay Mahadevan
2023 J jnl
Fourier-informed knot placement schemes for B-spline approximation.
Math. Comput. Simul.
David Lenz, Oana Marin, Vijay Mahadevan, Raine Yeh, Tom Peterka
2023 J jnl
Multiple-Question Multiple-Answer Text-VQA.
CoRR
Peng Tang, Srikar Appalaraju, R. Manmatha, Yusheng Xie, Vijay Mahadevan
2023 A* conf
PolyFormer: Referring Image Segmentation as Sequential Polygon Generation.
CVPR
Jiang Liu, Hui Ding, Zhaowei Cai, Yuting Zhang, Ravi Kumar Satzoda, Vijay Mahadevan, R. Manmatha
2023 J jnl
PolyFormer: Referring Image Segmentation as Sequential Polygon Generation.
CoRR
Jiang Liu, Hui Ding, Zhaowei Cai, Yuting Zhang, Ravi Kumar Satzoda, Vijay Mahadevan, R. Manmatha
2022 — conf
Adaptive Regularization of B-Spline Models for Scientific Data.
ICCS (1)
David Lenz, Raine Yeh, Vijay Mahadevan, Iulian R. Grindeanu, Tom Peterka
2022 J jnl
Adaptive Regularization of B-Spline Models for Scientific Data.
CoRR
David Lenz, Raine Yeh, Vijay Mahadevan, Iulian R. Grindeanu, Tom Peterka
2022 J jnl
Contrastive Neighborhood Alignment.
CoRR
Pengkai Zhu, Zhaowei Cai, Yuanjun Xiong, Zhuowen Tu, Luis Goncalves, Vijay Mahadevan, Stefano Soatto
2022 J jnl
MATrIX - Modality-Aware Transformer for Information eXtraction.
CoRR
Thomas Delteil, Edouard Belval, Lei Chen, Luis Goncalves, Vijay Mahadevan
2022 J jnl
Towards Differential Relational Privacy and its use in Question Answering.
CoRR
Simone Bombari, Alessandro Achille, Zijian Wang, Yu-Xiang Wang, Yusheng Xie, Kunwar Yashraj Singh, Srikar Appalaraju, Vijay Mahadevan, Stefano Soatto
2021 A* conf
End-to-end Piece-wise Unwarping of Document Images.
ICCV
Sagnik Das, Kunwar Yashraj Singh, Jon Wu, Erhan Bas, Vijay Mahadevan, Rahul Bhotika, Dimitris Samaras
2021 A* conf
LayoutTransformer: Layout Generation and Completion with Self-attention.
ICCV
Kamal Gupta, Justin Lazarow, Alessandro Achille, Larry Davis, Vijay Mahadevan, Abhinav Shrivastava
2021 J jnl
Visual Composite Set Detection Using Part-and-Sum Transformers.
CoRR
Qi Dong, Zhuowen Tu, Haofu Liao, Yuting Zhang, Vijay Mahadevan, Stefano Soatto
2021 A* conf
Visual Relationship Detection Using Part-and-Sum Transformers with Composite Queries.
ICCV
Qi Dong, Zhuowen Tu, Haofu Liao, Yuting Zhang, Vijay Mahadevan, Stefano Soatto
2020 J jnl
Fourier-Informed Knot Placement Schemes for B-Spline Approximation.
CoRR
David Lenz, Oana Marin, Vijay Mahadevan, Raine Yeh, Tom Peterka
2020 J jnl
Layout Generation and Completion with Self-attention.
CoRR
Kamal Gupta, Alessandro Achille, Justin Lazarow, Larry Davis, Vijay Mahadevan, Abhinav Shrivastava
2019 — conf
Rational Approximation of Scientific Data.
ICCS (1)
Youssef S. G. Nashed, Tom Peterka, Vijay Mahadevan, Iulian R. Grindeanu
2019 J jnl
Toward Understanding Catastrophic Forgetting in Continual Learning.
CoRR
Cuong V. Nguyen, Alessandro Achille, Michael Lam, Tal Hassner, Vijay Mahadevan, Stefano Soatto
2017 J jnl
Array-based, parallel hierarchical mesh refinement algorithms for unstructured meshes.
Comput. Aided Des.
Navamita Ray, Iulian R. Grindeanu, Xinglin Zhao, Vijay Mahadevan, Xiangmin Jiao
2016 A* conf
VLAD3: Encoding Dynamics of Deep Features for Action Recognition.
CVPR
Yingwei Li, Weixin Li, Vijay Mahadevan, Nuno Vasconcelos
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
2014 J jnl
Anomaly Detection and Localization in Crowded Scenes.
IEEE Trans. Pattern Anal. Mach. Intell.
Weixin Li, Vijay Mahadevan, Nuno Vasconcelos
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
2014 A* conf
Learning Optimal Seeds for Diffusion-Based Salient Object Detection.
CVPR
Song Lu, Vijay Mahadevan, Nuno Vasconcelos
2013 J jnl
Biologically Inspired Object Tracking Using Center-Surround Saliency Mechanisms.
IEEE Trans. Pattern Anal. Mach. Intell.
Vijay Mahadevan, Nuno Vasconcelos
2012 J jnl
Analysis of communication costs for domain decomposed Monte Carlo methods in nuclear reactor analysis.
J. Comput. Phys.
Andrew R. Siegel, Kord Smith, P. Fischer, Vijay Mahadevan
2012 — conf
On the connections between saliency and tracking.
NIPS
Vijay Mahadevan, Nuno Vasconcelos
2011 — conf
Automatic initialization and tracking using attentional mechanisms.
CVPR Workshops
Vijay Mahadevan, Nuno Vasconcelos
2011 J jnl
Generalized Stauffer-Grimson background subtraction for dynamic scenes.
Mach. Vis. Appl.
Antoni B. Chan, Vijay Mahadevan, Nuno Vasconcelos
2011 — conf
Maximum Covariance Unfolding : Manifold Learning for Bimodal Data.
NIPS
Vijay Mahadevan, Chi Wah Wong, José Costa Pereira, Tom Liu, Nuno Vasconcelos, Lawrence K. Saul
2010 J jnl
A Novel Approach to FRUC Using Discriminant Saliency and Frame Segmentation.
IEEE Trans. Image Process.
Natan Jacobson, Yen-Lin Lee, Vijay Mahadevan, Nuno Vasconcelos, Truong Q. Nguyen
2010 A* conf
Anomaly detection in crowded scenes.
CVPR
Vijay Mahadevan, Weixin Li, Viral Bhalodia, Nuno Vasconcelos
2010 A conf
Motion vector refinement for FRUC using saliency and segmentation.
ICME
Natan Jacobson, Yen-Lin Lee, Vijay Mahadevan, Nuno Vasconcelos, Truong Q. Nguyen
2010 A* conf
On the design of robust classifiers for computer vision.
CVPR
Hamed Masnadi-Shirazi, Vijay Mahadevan, Nuno Vasconcelos
2010 J jnl
Spatiotemporal Saliency in Dynamic Scenes.
IEEE Trans. Pattern Anal. Mach. Intell.
Vijay Mahadevan, Nuno Vasconcelos
2009 A* conf
Saliency-based discriminant tracking.
CVPR
Vijay Mahadevan, Nuno Vasconcelos
2008 A* conf
Background subtraction in highly dynamic scenes.
CVPR
Vijay Mahadevan, Nuno Vasconcelos
2008 J jnl
Improved Detection of the Central Reflex in Retinal Vessels Using a Generalized Dual-Gaussian Model and Robust Hypothesis Testing.
IEEE Trans. Inf. Technol. Biomed.
Harihar Narasimha-Iyer, Vijay Mahadevan, James M. Beach, Badrinath Roysam
2007 — conf
Quantization Based Blind Watermarking Algorithm Using DWT.
IPCV
Shikha Tripathi, Sai Krishnan Ramachandran, Vijay Mahadevan
2007 — conf
The discriminant center-surround hypothesis for bottom-up saliency.
NIPS
Dashan Gao, Vijay Mahadevan, Nuno Vasconcelos
2005 B conf
Complexity analysis of angiogenesis vasculature.
Image Processing
Vijay Mahadevan, James Alexander Tyrrell, Ricky T. Tong, Edward B. Brown, Rakesh K. Jain, Badrinath Roysam
2004 J jnl
Robust model-based vasculature detection in noisy biomedical images.
IEEE Trans. Inf. Technol. Biomed.
Vijay Mahadevan, Harihar Narasimha-Iyer, Badrinath Roysam, Howard L. Tanenbaum