Vijay Mahadevan

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 28

Top Topics

Document Images

Adaptive Regularization

Scientific Data

Top Venues

Publications

Tianyang Zhao, Kunwar Yashraj Singh, Srikar Appalaraju, Peng Tang, Vijay Mahadevan, R. Manmatha, Ying Nian Wu
No Head Left Behind - Multi-Head Alignment Distillation for Transformers. AAAI (2024)
Vijay Mahadevan, David Lenz, Iulian R. Grindeanu, Thomas Peterka
Accelerating multivariate functional approximation computation with domain decomposition techniques. J. Comput. Sci. 78 (2024)
Yuan Gao, Kunyu Shi, Pengkai Zhu, Edouard Belval, Oren Nuriel, Srikar Appalaraju, Shabnam Ghadar, Vijay Mahadevan, Zhuowen Tu, Stefano Soatto
Enhancing Vision-Language Pre-training with Rich Supervisions. CoRR (2024)
David Lenz, Oana Marin, Vijay Mahadevan, Raine Yeh, Tom Peterka
Fourier-informed knot placement schemes for B-spline approximation. Math. Comput. Simul. 213 (2023)
Haofu Liao, Aruni RoyChowdhury, Weijian Li, Ankan Bansal, Yuting Zhang, Zhuowen Tu, Ravi Kumar Satzoda, R. Manmatha, Vijay Mahadevan
DocTr: Document Transformer for Structured Information Extraction in Documents. ICCV (2023)
Jiang Liu, Hui Ding, Zhaowei Cai, Yuting Zhang, Ravi Kumar Satzoda, Vijay Mahadevan, R. Manmatha
PolyFormer: Referring Image Segmentation as Sequential Polygon Generation. CVPR (2023)
David Lenz, Raine Yeh, Vijay Mahadevan, Iulian R. Grindeanu, Tom Peterka
Customizable adaptive regularization techniques for B-spline modeling. J. Comput. Sci. 71 (2023)
David Lenz, Raine Yeh, Vijay Mahadevan, Iulian R. Grindeanu, Tom Peterka
Customizable Adaptive Regularization Techniques for B-Spline Modeling. CoRR (2023)
Vijay Mahadevan, David Lenz, Iulian R. Grindeanu, Thomas Peterka
Accelerating Multivariate Functional Approximation Computation with Domain Decomposition Techniques. ICCS (1) (2023)
Peng Tang, Srikar Appalaraju, R. Manmatha, Yusheng Xie, Vijay Mahadevan
Multiple-Question Multiple-Answer Text-VQA. CoRR (2023)
Haofu Liao, Aruni RoyChowdhury, Weijian Li, Ankan Bansal, Yuting Zhang, Zhuowen Tu, Ravi Kumar Satzoda, R. Manmatha, Vijay Mahadevan
DocTr: Document Transformer for Structured Information Extraction in Documents. CoRR (2023)
Peng Tang, Pengkai Zhu, Tian Li, Srikar Appalaraju, Vijay Mahadevan, R. Manmatha
DEED: Dynamic Early Exit on Decoder for Accelerating Encoder-Decoder Transformer Models. CoRR (2023)
Jiang Liu, Hui Ding, Zhaowei Cai, Yuting Zhang, Ravi Kumar Satzoda, Vijay Mahadevan, R. Manmatha
PolyFormer: Referring Image Segmentation as Sequential Polygon Generation. CoRR (2023)
Pengkai Zhu, Zhaowei Cai, Yuanjun Xiong, Zhuowen Tu, Luis Goncalves, Vijay Mahadevan, Stefano Soatto
Contrastive Neighborhood Alignment. CoRR (2022)
Simone Bombari, Alessandro Achille, Zijian Wang, Yu-Xiang Wang, Yusheng Xie, Kunwar Yashraj Singh, Srikar Appalaraju, Vijay Mahadevan, Stefano Soatto
Towards Differential Relational Privacy and its use in Question Answering. CoRR (2022)
Thomas Delteil, Edouard Belval, Lei Chen, Luis Goncalves, Vijay Mahadevan
MATrIX - Modality-Aware Transformer for Information eXtraction. CoRR (2022)
David Lenz, Raine Yeh, Vijay Mahadevan, Iulian R. Grindeanu, Tom Peterka
Adaptive Regularization of B-Spline Models for Scientific Data. CoRR (2022)
David Lenz, Raine Yeh, Vijay Mahadevan, Iulian R. Grindeanu, Tom Peterka
Adaptive Regularization of B-Spline Models for Scientific Data. ICCS (1) (2022)
Qi Dong, Zhuowen Tu, Haofu Liao, Yuting Zhang, Vijay Mahadevan, Stefano Soatto
Visual Relationship Detection Using Part-and-Sum Transformers with Composite Queries. ICCV (2021)
Sagnik Das, Kunwar Yashraj Singh, Jon Wu, Erhan Bas, Vijay Mahadevan, Rahul Bhotika, Dimitris Samaras
End-to-end Piece-wise Unwarping of Document Images. ICCV (2021)
Kamal Gupta, Justin Lazarow, Alessandro Achille, Larry Davis, Vijay Mahadevan, Abhinav Shrivastava
LayoutTransformer: Layout Generation and Completion with Self-attention. ICCV (2021)
Qi Dong, Zhuowen Tu, Haofu Liao, Yuting Zhang, Vijay Mahadevan, Stefano Soatto
Visual Composite Set Detection Using Part-and-Sum Transformers. CoRR (2021)
David Lenz, Oana Marin, Vijay Mahadevan, Raine Yeh, Tom Peterka
Fourier-Informed Knot Placement Schemes for B-Spline Approximation. CoRR (2020)
Kamal Gupta, Alessandro Achille, Justin Lazarow, Larry Davis, Vijay Mahadevan, Abhinav Shrivastava
Layout Generation and Completion with Self-attention. CoRR (2020)
Cuong V. Nguyen, Alessandro Achille, Michael Lam, Tal Hassner, Vijay Mahadevan, Stefano Soatto
Toward Understanding Catastrophic Forgetting in Continual Learning. CoRR (2019)
Youssef S. G. Nashed, Tom Peterka, Vijay Mahadevan, Iulian R. Grindeanu
Rational Approximation of Scientific Data. ICCS (1) (2019)
Navamita Ray, Iulian R. Grindeanu, Xinglin Zhao, Vijay Mahadevan, Xiangmin Jiao
Array-based, parallel hierarchical mesh refinement algorithms for unstructured meshes. Comput. Aided Des. 85 (2017)
Yingwei Li, Weixin Li, Vijay Mahadevan, Nuno Vasconcelos
VLAD3: Encoding Dynamics of Deep Features for Action Recognition. CVPR (2016)
Chetan Kumar Verma, Vijay Mahadevan, Nikhil Rasiwasia, Gaurav Aggarwal, Ravi Kant, Alejandro Jaimes, Sujit Dey
Construction and evaluation of ontological tag trees. Expert Syst. Appl. 42 (24) (2015)
Nikhil Rasiwasia, Dhruv Mahajan, Vijay Mahadevan, Gaurav Aggarwal
Cluster Canonical Correlation Analysis. AISTATS (2014)
Weixin Li, Vijay Mahadevan, Nuno Vasconcelos
Anomaly Detection and Localization in Crowded Scenes. IEEE Trans. Pattern Anal. Mach. Intell. 36 (1) (2014)
Chetan Kumar Verma, Vijay Mahadevan, Nikhil Rasiwasia, Gaurav Aggarwal, Ravi Kant, Alejandro Jaimes, Sujit Dey
Construction of tag ontological graphs by locally minimizing weighted average hops. WWW (Companion Volume) (2014)
Song Lu, Vijay Mahadevan, Nuno Vasconcelos
Learning Optimal Seeds for Diffusion-Based Salient Object Detection. CVPR (2014)
Vijay Mahadevan, Nuno Vasconcelos
Biologically Inspired Object Tracking Using Center-Surround Saliency Mechanisms. IEEE Trans. Pattern Anal. Mach. Intell. 35 (3) (2013)
Vijay Mahadevan, Nuno Vasconcelos
On the connections between saliency and tracking. NIPS (2012)
Andrew R. Siegel, Kord Smith, P. Fischer, Vijay Mahadevan
Analysis of communication costs for domain decomposed Monte Carlo methods in nuclear reactor analysis. J. Comput. Phys. 231 (8) (2012)
Antoni B. Chan, Vijay Mahadevan, Nuno Vasconcelos
Generalized Stauffer-Grimson background subtraction for dynamic scenes. Mach. Vis. Appl. 22 (5) (2011)
Vijay Mahadevan, Chi Wah Wong, José Costa Pereira, Tom Liu, Nuno Vasconcelos, Lawrence K. Saul
Maximum Covariance Unfolding : Manifold Learning for Bimodal Data. NIPS (2011)
Vijay Mahadevan, Nuno Vasconcelos
Automatic initialization and tracking using attentional mechanisms. CVPR Workshops (2011)
Natan Jacobson, Yen-Lin Lee, Vijay Mahadevan, Nuno Vasconcelos, Truong Q. Nguyen
Motion vector refinement for FRUC using saliency and segmentation. ICME (2010)
Natan Jacobson, Yen-Lin Lee, Vijay Mahadevan, Nuno Vasconcelos, Truong Q. Nguyen
A Novel Approach to FRUC Using Discriminant Saliency and Frame Segmentation. IEEE Trans. Image Process. 19 (11) (2010)
Hamed Masnadi-Shirazi, Vijay Mahadevan, Nuno Vasconcelos
On the design of robust classifiers for computer vision. CVPR (2010)
Vijay Mahadevan, Weixin Li, Viral Bhalodia, Nuno Vasconcelos
Anomaly detection in crowded scenes. CVPR (2010)
Vijay Mahadevan, Nuno Vasconcelos
Spatiotemporal Saliency in Dynamic Scenes. IEEE Trans. Pattern Anal. Mach. Intell. 32 (1) (2010)
Vijay Mahadevan, Nuno Vasconcelos
Saliency-based discriminant tracking. CVPR (2009)
Vijay Mahadevan, Nuno Vasconcelos
Background subtraction in highly dynamic scenes. CVPR (2008)
Harihar Narasimha-Iyer, Vijay Mahadevan, James M. Beach, Badrinath Roysam
Improved Detection of the Central Reflex in Retinal Vessels Using a Generalized Dual-Gaussian Model and Robust Hypothesis Testing. IEEE Trans. Inf. Technol. Biomed. 12 (3) (2008)
Shikha Tripathi, Sai Krishnan Ramachandran, Vijay Mahadevan
Quantization Based Blind Watermarking Algorithm Using DWT. IPCV (2007)
Dashan Gao, Vijay Mahadevan, Nuno Vasconcelos
The discriminant center-surround hypothesis for bottom-up saliency. NIPS (2007)
Vijay Mahadevan, James Alexander Tyrrell, Ricky T. Tong, Edward B. Brown, Rakesh K. Jain, Badrinath Roysam
Complexity analysis of angiogenesis vasculature. Medical Imaging: Image Processing (2005)
Vijay Mahadevan, Harihar Narasimha-Iyer, Badrinath Roysam, Howard L. Tanenbaum
Robust model-based vasculature detection in noisy biomedical images. IEEE Trans. Inf. Technol. Biomed. 8 (3) (2004)