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News
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[July 2019] Our paper on "Knowledge-enabled" VQA model that can read got accepted in ICCV 2019.
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[July 2019] Joined IIT-J.
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[June 2019] Gave a talk on "Reading Text in Scene Images, Bridging it to World Knowledge, and Beyond" at Department of CSE, IIT Guwahati.
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[May 2019] Our OCR-VQA paper got accepted in ICDAR 2019.
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[April 2019] Gave a talk on "Knowledge-aware Visual Question Answering" at IIIT Bangalore.
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[April 2019]: We (with Sameer Singh and Pouya Pezeshkpour from University of California, Irvin and Partha Talukdar from IISc) are organizing a workshop: "Knowledge Bases and Multiple Modalities (KBMM)" at Automated Knowledge Base Construction (AKBC) 2019.
Please consider submitting extended abstract related to Knowledge Bases and Multiple Modalitities work.
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[March 2019]: I will be serving as a program committee member for ICDAR 2019.
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[February 2019]: I will be serving as a reviewer for ICCV 2019.
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[February 2019]: Offered a lecture on Graph Representation Learning in Deep Learning for Computer Vision course at IISc Banglore.
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[January 2019]: Obtained research grant from Siemens. Will be working as co-PI with Dr. Anirban and Dr. Partha on this project.
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[January 2019]: I will be serving as a program committee member for IJCAI 2019.
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[December 2018]: I am attending AAAI 2019. My travel is supported by gift of USD 3000 by Google to Indian Institute of Science. Thank you Google.
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[November 2018]: I am serving as a program committee member for Workshop on Document Analysis and Recognition (DAR) 2018. (to be held as part of ICVGIP 2018)
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[November 2018]: Our work on "Knowledge-Aware Visual Question Answering" got accepted in AAAI 2019 (acceptance rate = 16 %)
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[October 2018]: My solo author paper on deep heterogeneous metric learning got accepted for publication at
International Journal of Multimedia Information Retrieval (IJMIR). This paper addresses the problem of matching cartoon and real faces.
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[September 2018]: Our paper on deep metric learning got accepted at ACCV 2018. Pre-print will be available soon!
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[September 2018]: I will be attending Amazon Research Day on September 28.
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[July 2018]: I will be co-teaching an undergrad introductory course on Algorithms and Programming at IISc Bangalore. [Link]
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Selected Publications
Journals
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DHFML: deep heterogeneous feature metric learning for matching photograph and cartoon pairs
Anand Mishra
pages: 1-8, International Journal of Multimedia Information Retrieval 2018
[Link][bibtex]
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Unsupervised refinement of color and stroke features for text binarization
Anand Mishra, Karteek Alhari and C. V. Jawahar
Volume 20:105–121, International Journal on Document Analysis and Recognition 2017
[PDF][bibtex]
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Enhancing Energy Minimization Framework for Scene Text Recognition with Top-Down Cues
Anand Mishra, Karteek Alhari and C. V. Jawahar
Volume 145: 30-42, Computer Vision and Image Understanding 2016
[PDF][bibtex]
Conference Papers
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OCR-VQA: Visual Question Answering by Reading Text in Images (NEW)
Anand Mishra, Shashank Shekhar, Ajeet Kumar Singh, and Anirban Chakraborty
ICDAR 2019.
[Paper] [bibtex]
[Project page]
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KVQA: Knowledge-aware Visual Question Answering (NEW)
Sanket Shah*, Anand Mishra*, Naganand Yadati and Partha Pratim Taulkdar
(*: equal contribution)
AAAI 2019. (acceptance rate: 16.1%)
[Paper] [bibtex]
[Project page]
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Deep Embedding using Bayesian Risk Minimization with Application to Sketch Recognition (NEW)
Anand Mishra,and Ajeet Kumar Singh
ACCV, 2018. (acceptance rate: 28%)
[Paper (arXiv)] [bibtex]
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IIIT-CFW: A Benchmark database of Cartoon Faces in the Wild
Ashutosh Mishra, Shyam N. Roy, Anand Mishra,and C. V. Jawahar
ECCVW, 2016. (Oral)
[PDF] [bibtex][ IIIT-CFW dataset]
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A Simple and Effective method for Script Identification in the Wild
Ajeet Kumar Singh, Anand Mishra, Pranav Dabaral and C. V. Jawahar
DAS, 2016.
[Paper] [bibtex]
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Scene Text Recognition and Retrieval for Large Lexicons
Udit Roy, Anand Mishra, Karteek Alhari and C. V. Jawahar
ACCV, 2014.
[Paper] [bibtex]
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Image Retrieval using Textual Cues
Anand Mishra, Karteek Alhari and C. V. Jawahar
ICCV, 2013.
[Paper] [bibtex]
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Whole is Greater than Sum of Parts: Recognizing Scene Text Words
Vibhor Goel, Anand Mishra, Karteek Alhari and C. V. Jawahar
ICDAR, 2013.
[Paper] [bibtex]
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Scene Text Recognition using Higher Order Language Priors
Anand Mishra, Karteek Alhari and C. V. Jawahar
BMVC 2012. (Oral)
[Paper] [bibtex]
[ IIIT-5K Word dataset]
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Top-down and Bottom-up cues for Scene Text Recognition
Anand Mishra, Karteek Alhari and C. V. Jawahar
CVPR 2012.
[Paper] [bibtex]
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An MRF model for Binarization of Natural Scene Text
Anand Mishra, Karteek Alhari and C. V. Jawahar
ICDAR 2011. (Oral)
[Paper] [bibtex]
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Teaching
Algorithms and Programming (UE101) -- Monsoon 2018
- Co-taught at Indian Institute of Science with Dr. Sathish Govindrajan and Dr. Viraj Kumar.
- Introductory UG course (class strength: 120)
Computer Problem Solving -- Monsoon 2016
- Taught at IIIT Hyderabad
- Introductory course for M.Tech. Bioinformatics (class strength: 48)
Computer Architecture (selected topics) -- Spring 2015
- Co-taught at IIIT Sricity as visiting instructor with Dr. Suresh Purini and Prof. Govindrajulu
- Introductory UG course (class strength: 60)
Operating Systems -- Monsoon 2014
- Co-taught at IIIT Sricity as visiting instructor with Dr. Suresh Purini
- Introductory UG course (class strength: 60)
Computer Vision -- Spring 2014/2011
- Teaching assistant with Prof. C. V. Jawahar
- Graduate-level course at IIIT Hyderabad
Stastical Methods in AI -- Monsoon 2013
- Teaching assistant with Dr. Anoop M.
- Graduate-level course at IIIT Hyderabad
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