UTCS Artificial Intelligence
courses
talks/events
demos
people
projects
publications
software/data
labs
areas
admin
Subhashini Venugopalan
Ph.D. Alumni
Email:
vsub [at] cs utexas edu
Homepage:
https://www.cs.utexas.edu/~vsub/
Publications
Captioning Images with Diverse Objects
2017
Subhashini Venugopalan, Lisa Anne Hendricks, Marcus Rohrbach, Raymond Mooney, Trevor Darrell, and Kate Saenko, In
Proceedings of the 30th IEEE Conference on Computer Vision and Pattern Recognition (CVPR-17)
, pp. 5753--5761 2017.
Natural-Language Video Description with Deep Recurrent Neural Networks
2017
Subhashini Venugopalan, PhD Thesis, Department of Computer Science, The University of Texas at Austin.
Deep Compositional Captioning: Describing Novel Object Categories without Paired Training Data
2016
Lisa Anne Hendricks, Subhashini Venugopalan, Marcus Rohrbach, Raymond Mooney, Kate Saenko, and Trevor Darrell, In
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR-16)
, pp. 1--10 2016.
Improving LSTM-based Video Description with Linguistic Knowledge Mined from Text
2016
Subhashini Venugopalan, Lisa Anne Hendricks, Raymond Mooney, and Kate Saenko, In
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP-16)
, pp. 1961--1966, Austin, Texas 2016.
Natural Language Video Description using Deep Recurrent Neural Networks
2015
Subhashini Venugopalan, PhD proposal, Department of Computer Science, The University of Texas at Austin.
Sequence to Sequence -- Video to Text
2015
Subhashini Venugopalan, Marcus Rohrbach, Jeff Donahue, Raymond J. Mooney, Trevor Darrell, and Kate Saenko, In
Proceedings of the 2015 International Conference on Computer Vision (ICCV-15)
, Santiago, Chile, December 2015.
Translating Videos to Natural Language Using Deep Recurrent Neural Networks
2015
Subhashini Venugopalan, Huijuan Xu, Jeff Donahue, Marcus Rohrbach, Raymond Mooney, and Kate Saenko, In
Proceedings the 2015 Conference of the North American Chapter of the Association for Computational Linguistics -- Human Language Technologies (NAACL HLT 2015)
, pp. 1494--1504, Denver, Colora...
Integrating Language and Vision to Generate Natural Language Descriptions of Videos in the Wild
2014
Jesse Thomason, Subhashini Venugopalan, Sergio Guadarrama, Kate Saenko, and Raymond Mooney, In
Proceedings of the 25th International Conference on Computational Linguistics (COLING 2014)
, pp. 1218--1227, Dublin, Ireland, August 2014.
YouTube2Text: Recognizing and Describing Arbitrary Activities Using Semantic Hierarchies and Zero-shot Recognition
2013
Sergio Guadarrama, Niveda Krishnamoorthy, Girish Malkarnenkar, Subhashini Venugopalan, Raymond Mooney, Trevor Darrell, Kate Saenko, In
Proceedings of the 14th International Conference on Computer Vision (ICCV-2013)
, pp. 2712--2719, Sydney, Australia, December 2013.
Areas of Interest
Connecting Language and Perception
Deep Learning
Language and Vision
Machine Learning
Natural Language Processing
Labs
Formerly affiliated with
Machine Learning