Anuj Goyal

  Language Technologies Institute
  School of Computer Science
  Carnegie Mellon University

  5508 Gates Hillman Complex
  5000 Forbes Avenue
  Pittsburgh, Pennsylvania, USA

  email: anuj AT cs DOT cmu DOT edu , goyal DOT anuj AT gmail DOT com

School of Computer Science

LTI, CMU

Hello there!! I graduated from the Language Technologies Institute, School of Computer Science, Carnegie Mellon University in May, 2012. Here I was working with Prof. Eric Xing at the SAILING LAB.

I spent summer'11 interning at the Search, Network & Analytics (SNA), LinkedIn, Mountain View. I worked on Recommender Systems (promoting diversity in recommendations) during this internship.

Before joining CMU, I spent amazing 6 months at the Microsoft Research, Bangalore where I was working with Raghavendra Udupa on various Email Retrieval problems.

Before MSR, I was a Research Assistant at the Glasgow Information Retrieval Group, UK where I was working with Prof. Joemon Jose on the Multimedia Information Retrieval.

I did my BTech and MTech (Integrated) from IIITM, Gwalior, India. During my under-graduation, I spent 3 months at the HTW, Berlin working with Prof. Kai Uwe Barthel. I worked there on the problems related to Image Sorting and Searching.

I am originally from a small and vibrant city Sri Ganganagar in Rajasthan state of India.


Research Interests:

My Area of interests includes: Machine Learning, Social Media Analysis, Information Extraction & Retrieval, Recommender Systems


Other Technical Interests:

I used to play with .NET and J2EE technologies during my undergraduation. I have IBM certifications for Rational (J2EE), Databases (DB2) and XML. We also won national (India) level software design competitions (IBM Great Mind Challenge, RedHat Lord of the Code). 


Courses

Courses


Publications

Enhancing the usability and performance of structured association mapping algorithms using automation, parallelization, and visualization in the GenAMap software system
Ross E Curtis, Anuj Goyal and Eric P Xing. BMC Genetics 2012, 13:24. (View)

TVNViewer: An interactive visualization tool for exploring networks that change over time or space
Ross E Curtis, Amos Yuen, Le Song, Anuj Goyal and Eric P Xing. Bioinformatics (2011). (pdf)

Promoting Temporal Diversity in Video Search Result Lists
Martin Halvey, Anuj Goyal, Robert Villa, Joemon M. Jose. In the proceedings of RIAO’2010 - 9th international conference on Adaptivity, Personalization and Fusion of Heterogeneous Information, Paris, France, Poster. (Pdf)

Feature Subspace Selection for Efficient Video Retrieval
Anuj Goyal, Reede Ren, Joemon M. Jose. In the proceedings of ACM MMM'10 - 16th International Conference on Multimedia Modeling, Chongqing, China, Springer Verlag, Poster. (pdf)

TV News Story Segmentation based on Semantic Coherence and Content Similarity
Hemant Misra, Frank Hopfgartner, Anuj Goyal, Punitha P. and Joemon M. Jose. In the proceedings of ACM MMM'10 - 16th International Conference on Multimedia Modeling, Chongqing, China, Springer Verlag. (pdf)

Topic Prerogative Feature Selection using Multiple Query Examples for Automatic Video Retrieval
Punitha P., Joemon Jose, Anuj Goyal. In the proceedings of ACM-SIGIR 2009, Poster. (view)

Split and Merge based Story Segmentation in News Videos
Anuj Goyal, Punitha P., Frank Hopfgartner, and Joemon M. Jose. In the proceedings of 31th European Conference on Information Retrieval (ECIR 2009), Poster, LNCS, Springer. (view)

Diversity, assortment, dissimilarity, variety: A study of Diversity Measures using Low Level Features for Video Retrieval
Martin Halvey, David Hannah, P. Punitha, Robert Villa, Frank Hopfgartner, Anuj Goyal and Joemon M. Jose. In the proceedings of 31th European Conference on Information Retrieval (ECIR 2009), LNCS, Springer. (view)

Glasgow University at TRECVID 2009
P. Punitha, Hemant Misra, Reede Ren, David Hannah, Anuj Goyal, Robert Villa, Joemon M. Jose. Proc. TRECVID 2009 Workshop, November 2009, Gaithersburg, MD, USA. (view)

University of Glasgow at ImageCLEFPhoto 2009: Optimising Similarity and Diversity in Image Retrieval
G. Zuccon, T. Leelanupab, A. Goyal, M. Halvey, P. Punitha, J. M. Jose. Proc. ImageCLEF 2009 Workshop, September 2009, Corfu, Greece. (PDF)

Improved Image Retrieval Using Visual Sorting and Semi-Automatic Semantic Categorization of Images
Kai Uwe Barthel, Sebastian Richter, Anuj Goyal, Andreas Follmann. In the proceeding of the 9th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS) – 2008, Funchal, Madeira – Portugal. (view)

Glasgow University at TRECVID 2008
P. Punitha, T. Urruty, Y. Feng, M. Halvey, A. Goyal, D. Hannah, I. Klampanos, V. Stathopoulos, R. Villa, J. Jose. Proc. TRECVID 2008 Workshop, November 2008, Gaithersburg, MD, USA. (view)

K-Space at TRECVid 2008
Peter Wilkins, Daragh Byrne, Gareth Jones, Hyowon Lee, Gordon Keenan, Kevin McGuinness, Noel O’Connor, Neil O’Hare, Alan Smeaton, Tomasz Adamek, Raphaël Troncy, Alia Amin, Rachid Benmokhtar, Emilie Dumont, Benoit Huet, Bernard Merialdo, Giorgos Tolias, Evaggelos Spyrou, Yannis Avrithis, Georgios Papadopoulous, Vasileios Mezaris, Ioannis Kompatsiaris, Roland Morzinger, Peter Schallauer, Werner Bailer, Krishna Chandramouli, Ebroul Izquierdo, Lutz Goldmann, Martin Haller, Amjad Samour, Andreas Corbet, Thomas Sikora, Pavel Praks, David Hannah, Martin Halvey, Frank Hopfgartner, Robert Villa, P. Punitha, Anuj Goyal and Joemon Jose. Proc. TRECVID 2008 Workshop, November 2008, Gaithersburg, MD, USA. (view)

Robust Watermarking in Transform Domain using Edge Detection Technique
Naman Agarwal, Anuj Kumar Goyal. In the proceeding of the IEEE - International Conference on Computational Intelligence and Multimedia Applications (ICCIMA) – 2007, Tamilnadu, India. (view)

Robust Watermarking using Watermark Spread Canvass in DCT & DHT Domain
A.K. Goyal, N. Agarwal, V. Bahri, S. Verma, A.K. Saxena. In the proceeding of The Fourth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications – 2007, Innsbruck, Austria. (view)

Robust Watermarking in DCT and DHT Domain using Edge Detection Techniques
A. K. Goyal, N. Agarwal, V. Bahri, S. Verma. In the proceedings of the IEEE – International Conference on Signal & Image Processing (ICSIP) - 2006, Karnataka, India.


Resume: PDF 


Contact Information

Email:goyal dot anuj at gmail dot com
LinkedIn:http://www.linkedin.com/in/anujkgoyal
Twitter:https://twitter.com/anuj_tweeting


 

Updated on: Oct 02, 2012