R. Manmatha

ORCID

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 49

Top Venues

Publications

Pei Wang, Zhaowei Cai, Hao Yang, Ashwin Swaminathan, R. Manmatha, Stefano Soatto
Mixed-Query Transformer: A Unified Image Segmentation Architecture. CoRR (2024)
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)
Srikar Appalaraju, Peng Tang, Qi Dong, Nishant Sankaran, Yichu Zhou, R. Manmatha
DocFormerv2: Local Features for Document Understanding. AAAI (2024)
Ofir Abramovich, Niv Nayman, Sharon Fogel, Inbal Lavi, Ron Litman, Shahar Tsiper, Royee Tichauer, Srikar Appalaraju, Shai Mazor, R. Manmatha
VisFocus: Prompt-Guided Vision Encoders for OCR-Free Dense Document Understanding. CoRR (2024)
Yi Zhu, Zhongyue Zhang, Chongruo Wu, Zhi Zhang, Tong He, Hang Zhang, R. Manmatha, Mu Li, Alexander Smola
Improving Semantic Segmentation via Efficient Self-Training. IEEE Trans. Pattern Anal. Mach. Intell. 46 (3) (2024)
Hao Li, Yang Zou, Ying Wang, Orchid Majumder, Yusheng Xie, R. Manmatha, Ashwin Swaminathan, Zhuowen Tu, Stefano Ermon, Stefano Soatto
On the Scalability of Diffusion-based Text-to-Image Generation. CoRR (2024)
Yash Patel, Yusheng Xie, Yi Zhu, Srikar Appalaraju, R. Manmatha
SimCon Loss with Multiple Views for Text Supervised Semantic Segmentation. 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. 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)
Srikar Appalaraju, Peng Tang, Qi Dong, Nishant Sankaran, Yichu Zhou, R. Manmatha
DocFormerv2: Local Features for Document Understanding. CoRR (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)
Hang Zhang, Chongruo Wu, Zhongyue Zhang, Yi Zhu, Haibin Lin, Zhi Zhang, Yue Sun, Tong He, Jonas Mueller, R. Manmatha, Mu Li, Alexander J. Smola
ResNeSt: Split-Attention Networks. CVPR Workshops (2022)
Chih-Hui Ho, Srikar Appalaraju, Bhavan Jasani, R. Manmatha, Nuno Vasconcelos
YORO - Lightweight End to End Visual Grounding. ECCV Workshops (8) (2022)
Yair Kittenplon, Inbal Lavi, Sharon Fogel, Yarin Bar, R. Manmatha, Pietro Perona
Towards Weakly-Supervised Text Spotting using a Multi-Task Transformer. CoRR (2022)
Roi Ronen, Shahar Tsiper, Oron Anschel, Inbal Lavi, Amir Markovitz, R. Manmatha
GLASS: Global to Local Attention for Scene-Text Spotting. CoRR (2022)
Chih-Hui Ho, Srikar Appalaraju, Bhavan Jasani, R. Manmatha, Nuno Vasconcelos
YORO - Lightweight End to End Visual Grounding. CoRR (2022)
Ron Slossberg, Oron Anschel, Amir Markovitz, Ron Litman, Aviad Aberdam, Shahar Tsiper, Shai Mazor, Jon Wu, R. Manmatha
On Calibration of Scene-Text Recognition Models. ECCV Workshops (4) (2022)
Roi Ronen, Shahar Tsiper, Oron Anschel, Inbal Lavi, Amir Markovitz, R. Manmatha
GLASS: Global to Local Attention for Scene-Text Spotting. ECCV (28) (2022)
Yair Kittenplon, Inbal Lavi, Sharon Fogel, Yarin Bar, R. Manmatha, Pietro Perona
Towards Weakly-Supervised Text Spotting using a Multi-Task Transformer. CVPR (2022)
Ali Furkan Biten, Ron Litman, Yusheng Xie, Srikar Appalaraju, R. Manmatha
LaTr: Layout-Aware Transformer for Scene-Text VQA. CVPR (2022)
Yash Patel, Srikar Appalaraju, R. Manmatha
Saliency Driven Perceptual Image Compression. WACV (2021)
Aviad Aberdam, Ron Litman, Shahar Tsiper, Oron Anschel, Ron Slossberg, Shai Mazor, R. Manmatha, Pietro Perona
Sequence-to-Sequence Contrastive Learning for Text Recognition. CVPR (2021)
Ali Furkan Biten, Ron Litman, Yusheng Xie, Srikar Appalaraju, R. Manmatha
LaTr: Layout-Aware Transformer for Scene-Text VQA. CoRR (2021)
Srikar Appalaraju, Bhavan Jasani, Bhargava Urala Kota, Yusheng Xie, R. Manmatha
DocFormer: End-to-End Transformer for Document Understanding. CoRR (2021)
Srikar Appalaraju, Bhavan Jasani, Bhargava Urala Kota, Yusheng Xie, R. Manmatha
DocFormer: End-to-End Transformer for Document Understanding. ICCV (2021)
Minesh Mathew, Rubèn Tito, Dimosthenis Karatzas, R. Manmatha, C. V. Jawahar
Document Visual Question Answering Challenge 2020. CoRR (2020)
Ron Litman, Oron Anschel, Shahar Tsiper, Roee Litman, Shai Mazor, R. Manmatha
SCATTER: Selective Context Attentional Scene Text Recognizer. CoRR (2020)
Yi Zhu, Zhongyue Zhang, Chongruo Wu, Zhi Zhang, Tong He, Hang Zhang, R. Manmatha, Mu Li, Alexander J. Smola
Improving Semantic Segmentation via Self-Training. CoRR (2020)
Hang Zhang, Chongruo Wu, Zhongyue Zhang, Yi Zhu, Zhi Zhang, Haibin Lin, Yue Sun, Tong He, Jonas Mueller, R. Manmatha, Mu Li, Alexander J. Smola
ResNeSt: Split-Attention Networks. CoRR (2020)
Ron Litman, Oron Anschel, Shahar Tsiper, Roee Litman, Shai Mazor, R. Manmatha
SCATTER: Selective Context Attentional Scene Text Recognizer. CVPR (2020)
Minesh Mathew, Dimosthenis Karatzas, R. Manmatha, C. V. Jawahar
DocVQA: A Dataset for VQA on Document Images. CoRR (2020)
Ron Slossberg, Oron Anschel, Amir Markovitz, Ron Litman, Aviad Aberdam, Shahar Tsiper, Shai Mazor, Jon Wu, R. Manmatha
On Calibration of Scene-Text Recognition Models. CoRR (2020)
Yi Zhu, Xinyu Li, Chunhui Liu, Mohammadreza Zolfaghari, Yuanjun Xiong, Chongruo Wu, Zhi Zhang, Joseph Tighe, R. Manmatha, Mu Li
A Comprehensive Study of Deep Video Action Recognition. CoRR (2020)
Aviad Aberdam, Ron Litman, Shahar Tsiper, Oron Anschel, Ron Slossberg, Shai Mazor, R. Manmatha, Pietro Perona
Sequence-to-Sequence Contrastive Learning for Text Recognition. CoRR (2020)
Yash Patel, Srikar Appalaraju, R. Manmatha
Hierarchical Auto-Regressive Model for Image Compression Incorporating Object Saliency and a Deep Perceptual Loss. CoRR (2020)
Ismet Zeki Yalniz, R. Manmatha
Dependence Models for Searching Text in Document Images. IEEE Trans. Pattern Anal. Mach. Intell. 41 (1) (2019)
Yash Patel, Srikar Appalaraju, R. Manmatha
Deep Perceptual Compression. CoRR (2019)
Yash Patel, Srikar Appalaraju, R. Manmatha
Human Perceptual Evaluations for Image Compression. CoRR (2019)
Son Tran, Ming Du, Sampath Chanda, R. Manmatha, Cj Taylor
Searching for Apparel Products from Images in the Wild. CoRR (2019)
Chao-Yuan Wu, Manzil Zaheer, Hexiang Hu, R. Manmatha, Alexander J. Smola, Philipp Krähenbühl
Compressed Video Action Recognition. CVPR (2018)
Chao-Yuan Wu, Manzil Zaheer, Hexiang Hu, R. Manmatha, Alexander J. Smola, Philipp Krähenbühl
Compressed Video Action Recognition. CoRR (2017)
Chao-Yuan Wu, R. Manmatha, Alexander J. Smola, Philipp Krähenbühl
Sampling Matters in Deep Embedding Learning. CoRR (2017)
R. Manmatha, Chao-Yuan Wu, Alexander J. Smola, Philipp Krähenbühl
Sampling Matters in Deep Embedding Learning. ICCV (2017)
Ismet Zeki Yalniz, Douglas Gray, R. Manmatha
Efficient Exploration of Text Regions in Natural Scene Images Using Adaptive Image Sampling. ECCV Workshops (1) (2016)
Venkatesh N. Murthy, Avinash Sharma, Visesh Chari, R. Manmatha
Image Annotation using Multi-scale Hypergraph Heat Diffusion Framework. ICMR (2016)
Venkatesh N. Murthy, Vivek Singh, Terrence Chen, R. Manmatha, Dorin Comaniciu
Deep Decision Network for Multi-class Image Classification. CVPR (2016)
Martin Halvey, Philip J. McParlane, Joemon M. Jose, Keith van Rijsbergen, Stefan M. Rüger, R. Manmatha, Mohan S. Kankanhalli
ICMR 2014: 4th ACM International Conference on Multimedia Retrieval. SIGIR Forum 49 (1) (2015)
Venkatesh N. Murthy, Subhransu Maji, R. Manmatha
Automatic Image Annotation using Deep Learning Representations. ICMR (2015)
K. Pramod Sankar, R. Manmatha, C. V. Jawahar
Large scale document image retrieval by automatic word annotation. Int. J. Document Anal. Recognit. 17 (1) (2014)
David Fernández Mota, R. Manmatha, Alicia Fornés, Josep Lladós
Sequential Word Spotting in Historical Handwritten Documents. Document Analysis Systems (2014)
Ethem F. Can, W. Bruce Croft, R. Manmatha
Incorporating query-specific feedback into learning-to-rank models. SIGIR (2014)
Thomas B. Moeslund, Omar Javed, Yu-Gang Jiang, R. Manmatha
Special issue on Multimedia Event Detection. Mach. Vis. Appl. 25 (1) (2014)
Venkatesh N. Murthy, Ethem F. Can, R. Manmatha
A Hybrid Model for Automatic Image Annotation. ICMR (2014)
Ethem F. Can, R. Manmatha
Modeling Concept Dependencies for Event Detection. ICMR (2014)
Ethem F. Can, R. Manmatha
Formulating Action Recognition as a Ranking Problem. CVPR Workshops (2013)
David Wemhoener, Ismet Zeki Yalniz, R. Manmatha
Creating an Improved Version Using Noisy OCR from Multiple Editions. ICDAR (2013)
James Allan, Jeff Dalton, John Foley, R. Manmatha, Venkatesh N. Murthy, David Wemhoener
Short Text Queries for Video Retrieval Multimedia event Detection at TRECVID 2013. TRECVID (2013)
Jingen Liu, Hui Cheng, Omar Javed, Qian Yu, Ishani Chakraborty, Weiyu Zhang, Ajay Divakaran, Harpreet S. Sawhney, James Allan, R. Manmatha, John Foley, Mubarak Shah, Afshin Dehghan, Michael Witbrock, Jon Curtis, Gerald Friedland
SRI-Sarnoff AURORA System at TRECVID 2013 Multimedia Event Detection and Recounting. TRECVID (2013)
Ethem F. Can, Hüseyin Oktay, R. Manmatha
Predicting retweet count using visual cues. CIKM (2013)
David Fernández, Josep Lladós, Alicia Fornés, R. Manmatha
On Influence of Line Segmentation in Efficient Word Segmentation in Old Manuscripts. ICFHR (2012)
Hui Cheng, Jingen Liu, Saad Ali, Omar Javed, Qian Yu, Amir Tamrakar, Ajay Divakaran, Harpreet S. Sawhney, R. Manmatha, James Allan, Alexander G. Hauptmann, Mubarak Shah, Subhabrata Bhattacharya, Afshin Dehghan, Gerald Friedland, Benjamin Elizalde, Trevor Darrell, Michael Witbrock, Jon Curtis
SRI-Sarnoff AURORA System at TRECVID 2012 Multimedia Event Detection and Recounting. TRECVID (2012)
Ismet Zeki Yalniz, R. Manmatha
Finding translations in scanned book collections. SIGIR (2012)
Marc-Allen Cartright, Ethem F. Can, William Dabney, Jeff Dalton, Logan Giorda, Kriste Krstovski, Xiaoye Wu, Ismet Zeki Yalniz, James Allan, R. Manmatha, David A. Smith
A framework for manipulating and searching multiple retrieval types. SIGIR (2012)
Ismet Zeki Yalniz, R. Manmatha
An Efficient Framework for Searching Text in Noisy Document Images. Document Analysis Systems (2012)
Volkmar Frinken, Andreas Fischer, R. Manmatha, Horst Bunke
A Novel Word Spotting Method Based on Recurrent Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 34 (2) (2012)
Ismet Zeki Yalniz, Ethem F. Can, R. Manmatha
Partial duplicate detection for large book collections. CIKM (2011)
Hui Cheng, Amir Tamrakar, Saad Ali, Qian Yu, Omar Javed, Jingen Liu, Ajay Divakaran, Harpreet S. Sawhney, Alexander G. Hauptmann, Mubarak Shah, Subhabrata Bhattacharya, Michael Witbrock, Jon Curtis, Gerald Friedland, Robert Mertens, Trevor Darrell, R. Manmatha, James Allan
Team SRI-Sarnoff's AURORA System @ TRECVID 2011. TRECVID (2011)
David A. Smith, R. Manmatha, James Allan
Mining relational structure from millions of books: position paper. BooksOnline (2011)
Volkmar Frinken, Andreas Fischer, Horst Bunke, R. Manmatha
Adapting BLSTM Neural Network Based Keyword Spotting Trained on Modern Data to Historical Documents. ICFHR (2010)
Nicholas R. Howe, Shaolei Feng, R. Manmatha
Finding words in alphabet soup: Inference on freeform character recognition for historical scripts. Pattern Recognit. 42 (12) (2009)
Tingxin Yan, Deepak Ganesan, R. Manmatha
Distributed image search in camera sensor networks. SenSys (2008)
E. Micah Kornfield, R. Manmatha, James Allan
Further explorations in text alignment with handwritten documents. Int. J. Document Anal. Recognit. 10 (1) (2007)
Toni M. Rath, R. Manmatha
Word spotting for historical documents. Int. J. Document Anal. Recognit. 9 (2-4) (2007)
Anand Kumar, C. V. Jawahar, R. Manmatha
Efficient Search in Document Image Collections. ACCV (1) (2007)
Toni M. Rath, R. Manmatha
Word spotting for historical documents. Int. J. Document Anal. Recognit. 9 (2-4) (2007)
Shaolei Feng, R. Manmatha
A hierarchical, HMM-based automatic evaluation of OCR accuracy for a digital library of books. JCDL (2006)
Jamie L. Rothfeder, R. Manmatha, Toni M. Rath
Aligning Transcripts to Automatically Segmented Handwritten Manuscripts. Document Analysis Systems (2006)
Shaolei Feng, R. Manmatha, Andrew McCallum
Exploring the Use of Conditional Random Field Models and HMMs for Historical Handwritten Document Recognition. DIAL (2006)
Natasha Mohanty, Toni M. Rath, Audrey Lee, R. Manmatha
Learning Shapes for Image Classification and Retrieval. CIVR (2005)
Shih-Fu Chang, R. Manmatha, Tat-Seng Chua
Combining text and audio-visual features in video indexing. ICASSP (5) (2005)
Nicholas R. Howe, Toni M. Rath, R. Manmatha
Boosted decision trees for word recognition in handwritten document retrieval. SIGIR (2005)
R. Manmatha, Jamie L. Rothfeder
A Scale Space Approach for Automatically Segmenting Words from Historical Handwritten Documents. IEEE Trans. Pattern Anal. Mach. Intell. 27 (8) (2005)
Victor Lavrenko, Toni M. Rath, R. Manmatha
Holistic Word Recognition for Handwritten Historical Documents. DIAL (2004)
Jiwoon Jeon, R. Manmatha
Using Maximum Entropy for Automatic Image Annotation. CIVR (2004)
Toni M. Rath, R. Manmatha, Victor Lavrenko
A search engine for historical manuscript images. SIGIR (2004)
E. Micah Kornfield, R. Manmatha, James Allan
Text Alignment with Handwritten Documents. DIAL (2004)
Donald Metzler, R. Manmatha
An Inference Network Approach to Image Retrieval. CIVR (2004)
Toni M. Rath, R. Manmatha
Features for Word Spotting in Historical Manuscripts. ICDAR (2003)
James Allan, Jay Aslam, Nicholas J. Belkin, Chris Buckley, James P. Callan, W. Bruce Croft, Susan T. Dumais, Norbert Fuhr, Donna Harman, David J. Harper, Djoerd Hiemstra, Thomas Hofmann, Eduard H. Hovy, Wessel Kraaij, John D. Lafferty, Victor Lavrenko, David D. Lewis, Liz Liddy, R. Manmatha, Andrew McCallum, Jay M. Ponte, John M. Prager, Dragomir R. Radev, Philip Resnik, Stephen E. Robertson, Ronald Rosenfeld, Salim Roukos, Mark Sanderson, Richard M. Schwartz, Amit Singhal, Alan F. Smeaton, Howard R. Turtle, Ellen M. Voorhees, Ralph M. Weischedel, Jinxi Xu, ChengXiang Zhai
Challenges in information retrieval and language modeling: report of a workshop held at the center for intelligent information retrieval, University of Massachusetts Amherst, September 2002. SIGIR Forum 37 (1) (2003)
Katrina M. Hanna, Brian Neil Levine, R. Manmatha
Mobile Distributed Information Retrieval for Highly-Partitioned Networks. ICNP (2003)
Jiwoon Jeon, Victor Lavrenko, R. Manmatha
Automatic image annotation and retrieval using cross-media relevance models. SIGIR (2003)
Victor Lavrenko, R. Manmatha, Jiwoon Jeon
A Model for Learning the Semantics of Pictures. NIPS (2003)
Toni M. Rath, R. Manmatha
Word Image Matching Using Dynamic Time Warping. CVPR (2) (2003)
R. Manmatha, Ao Feng, James Allan
A critical examination of TDT's cost function. SIGIR (2002)
Madirakshi Das, R. Manmatha
Automatic Segmentation and Indexing in a Database of Bird Images. ICCV (2001)
R. Manmatha, Toni M. Rath, Fangfang Feng
Modeling Score Distributions for Combining the Outputs of Search Engines. SIGIR (2001)
Rohini K. Srihari, Zhongfei Zhang, R. Manmatha, Chandu Ravela
Indexing and Retrieval, SIGIR'99 Workshop Summary. SIGIR Forum 33 (1) (1999)

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Publication Activity (10 Years)

Top Topics

Top Venues

R. Manmatha