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Publications PhD Thesis
(+) Natural Language Summarization of Text and Videos using Topic Models - Pradipto
Das, PhD Thesis, Computer Science and Engineering Dept., SUNY Buffalo, 2014
[UBCSE Technical Report: 2014-02] | [slides]
6) A few sentences are mightier than a thousand frames!
(+) A Thousand Frames in Just a Few Words: Lingual Description of Videos through Latent Topics and Sparse Object Stitching - Pradipto
Das*, Chenliang Xu*, Richard F. Doell and Jason J. Corso, IEEE Computer Vision and Pattern Recognition (CVPR) Conference,
Portland, Oregon, 2013. (Full paper + spotlight) [PDF] | [Data]
5a) Summarizing an event through
videos and text as well as individual videos through keywords
(+) Translating
Related Words to Videos and Back through Latent Topics - Pradipto
Das*, Rohini K. Srihari and Jason J. Corso, 6th ACM Web Search and Data
Mining (WSDM) Conference, Rome, Italy, 2013. (Oral) [PDF]
![]() Pradipto Das, Rohini K. Srihari, Jason J. Corso WSDM '13 Proceedings of the sixth ACM international conference on Web search and data mining, 2013 5b)
(Related) TRECVID 2012
GENIE: multimedia event detection and recounting - Amitha Perera,
Sangmin Oh, Megha Pandey, Tianyang Ma, Anthony Hoogs [Kitware
Inc.],
Arash Vahdat, Kevin Cannons, Greg Mori [Simon Fraser
University], Scott McCloskey, Ben Miller, Sharath Venkatesha,
Pedro Davalos [Honeywell ACS Labs], Pradipto
Das*, Chenliang Xu*, Jason Corso, Rohini Srihari [SUNY
Buffalo], Ilseo Kim, You-Chi Cheng, Zhen Huang, Chin-Hui Lee [Georgia Tech], Kevin Tang, Li Fei-Fei, Daphne
Koller [Stanford University], In NIST TRECVID
Workshop,
Gaithersburg, Maryland, 2012 [PDF]
4) How do humans summarize?
Addressing an unified information model of summarization
(+) Global and
Local Models for Multidocument Summarization - Pradipto Das* and
Rohini K. Srihari, Text Analysis Conference, Gaithersburg, Maryland,
2011. (Oral) [PDF | Prototype concept]
3) Topic Models on Ubiquitous
Document Structure - Documents Tagged from Two Perspectives
(+) Simultaneous
Joint and Conditional Modeling of Documents Tagged from Two Perspectives
- Pradipto Das*, Rohini K. Srihari and Yun Fu, 20th ACM Conference on
Information Knowledge and Management (CIKM), Glasgow, Scotland, 2011.
(Oral) [PDF]
![]() Pradipto Das, Rohini Srihari, Yun Fu CIKM '11 Proceedings of the 20th ACM international conference on Information and knowledge management, 2011
ERRATA: The typos in the expressions in the lines just above
equations (17) and (20) have been corrected in this pdf - pi's have
been replaced with beta's in the RHSs.
Also the exponents of zeta's and log zeta's in Equs. (4) and (10) have corrected.
These are also commented (see
"Comments" tab/section) in the ACM
DL repository for this paper
2a) Topic Model based
Multi-document Summarization
(+) Learning to
Summarize Using Coherence - Pradipto Das and Rohini K. Srihari,
NIPS Workshop on Applications of Topic Models: Text and Beyond,
Whistler, BC, 2009. (Short paper + poster) [PDF]
2b)
(Related) Longer version of
this paper appeared in TAC09
proceedings. [PDF(slightly modified
in here)]
1) First Contact with Blogs
(+) Discovering
Voter Preferences in Blogs using Mixtures of Topic Models -
Pradipto Das, Rohini K. Srihari and Smruthi Mukund, AND'09, Barcelona,
Spain, 2009 [Noisy Text Data Analytics Workshop in conjunction with
ICDAR'09] (Oral) [PDF | PPT as PDF]
![]() Pradipto Das, Rohini Srihari, Smruthi Mukund AND '09 Proceedings of The Third Workshop on Analytics for Noisy Unstructured Text Data, 2009
* means significant contribution among co-authors
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Major research events Summer 2013 Spring 2013
Rome, Italy
>
WSDM Conference 2013 (Could not attend but slides are uploaded to Slideshare. Comments welcome)
Spring 2012
Golden Valley, MN > Honeywell ACS Labs (RA
meeting)
Fall 2011 Glasgow, Scotland >
CIKM Conference 2011 (attended by my adviser - Rohini K. Srihari. Slides are uploaded to Slideshare. Comments welcome)
Gaithersburg, MD, USA > Text Analysis Conference 2011 Summer 2010
Intern at Janya
Inc. (now ContentSavvy Inc.) Responsible for integrating an extensible topic
modeling framework within the text analytics product called SEMANTEX.
Fall 2009 ![]() Professional Services
Program Committee Member
> NAACL 2015, ACL 2014
Reviewing
Primary
> IEEE-PAMI 2015, EMNLP 2015, ACL 2014, Elsevier-Image and Vision Computing 2014, NAACL 2013
Secondary > IEEE-International Conference on Semantic Computing 2013 Un-acknowledged > KDD 2013, KDD 2012, ACL 2012, AAAI Workshop 2011, KDD 2010 ![]() Previously
Previous Research
> Visiting Research Fellow at
the "Center for Soft Computing Research" at Indian Statistical Institute. Mostly worked on
soft computing clustering algorithms.
Adhoc Datasets > Visit the datasets page.
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