Anitha Kannan

According to our database1, Anitha Kannan authored at least 58 papers between 2000 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2020
Medical symptom recognition from patient text: An active learning approach for long-tailed multilabel distributions.
CoRR, 2020

COVID-19 in differential diagnosis of online symptom assessments.
CoRR, 2020

Effective Transfer Learning for Identifying Similar Questions: Matching User Questions to COVID-19 FAQs.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019
The accuracy vs. coverage trade-off in patient-facing diagnosis models.
CoRR, 2019

Classification as Decoder: Trading Flexibility for Control in Medical Dialogue.
CoRR, 2019

Domain-Relevant Embeddings for Medical Question Similarity.
CoRR, 2019

Classification As Decoder: Trading Flexibility For Control In Neural Dialogue.
CoRR, 2019

Open Set Medical Diagnosis.
CoRR, 2019

Few-Shot Learning for Dermatological Disease Diagnosis.
Proceedings of the Machine Learning for Healthcare Conference, 2019

2018
Prototypical Clustering Networks for Dermatological Disease Diagnosis.
CoRR, 2018

Learning from the experts: From expert systems to machine-learned diagnosis models.
Proceedings of the Machine Learning for Healthcare Conference, 2018

Learn from Your Neighbor: Learning Multi-modal Mappings from Sparse Annotations.
Proceedings of the 35th International Conference on Machine Learning, 2018

2017
Tackling Over-pruning in Variational Autoencoders.
CoRR, 2017

Transformation-Based Models of Video Sequences.
CoRR, 2017

Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Learn2Smile: Learning non-verbal interaction through observation.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

LR-GAN: Layered Recursive Generative Adversarial Networks for Image Generation.
Proceedings of the 5th International Conference on Learning Representations, 2017

2014
AutoCaption: Automatic caption generation for personal photos.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Assigning videos to textbooks at appropriate granularity.
Proceedings of the First (2014) ACM Conference on Learning @ Scale, 2014

Mining text snippets for images on the web.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Mining Videos from the Web for Electronic Textbooks.
Proceedings of the Formal Concept Analysis - 12th International Conference, 2014

Automatic characterization of speaking styles in educational videos.
Proceedings of the IEEE International Conference on Acoustics, 2014

Assigning Educational Videos at Appropriate Locations in Textbooks.
Proceedings of the 7th International Conference on Educational Data Mining, 2014

Discovering Topical Aspects in Microblogs.
Proceedings of the COLING 2014, 2014

Similarity Search using Concept Graphs.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013
INTERFEROME v2.0: an updated database of annotated interferon-regulated genes.
Nucleic Acids Res., 2013

Studying from electronic textbooks.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
Active objects: actions for entity-centric search.
Proceedings of the 21st World Wide Web Conference 2012, 2012

Associating structured records to text documents.
Proceedings of the 21st World Wide Web Conference, 2012

Electronic Textbooks and Data Mining.
Proceedings of the Web-Age Information Management - 13th International Conference, 2012

Empowering authors to diagnose comprehension burden in textbooks.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Quality of textbooks: an empirical study.
Proceedings of the ACM Annual Symposium on Computing for Development, 2012

Recognizing proxemics in personal photos.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Structured query reformulations in commerce search.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Enabling direct interest-aware audience selection.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Data mining for improving textbooks.
SIGKDD Explor., 2011

Identifying enrichment candidates in textbooks.
Proceedings of the 20th International Conference on World Wide Web, 2011

Enriching Education through Data Mining.
Proceedings of the Pattern Recognition and Machine Intelligence, 2011

Matching unstructured product offers to structured product specifications.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Improving Product Classification Using Images.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Enriching textbooks with images.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2009
Epitomic Location Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Click chain model in web search.
Proceedings of the 18th International Conference on World Wide Web, 2009

Improving classification accuracy using automatically extracted training data.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

2008
Fast Transformation-Invariant Component Analysis.
Int. J. Comput. Vis., 2008

Accounting for Non-genetic Factors Improves the Power of eQTL Studies.
Proceedings of the Research in Computational Molecular Biology, 2008

2007
A Bayesian Model That Links Microarray mRNA Measurements to Mass Spectrometry Protein Measurements.
Proceedings of the Research in Computational Molecular Biology, 2007

Bayesian association of haplotypes and non-genetic factors to regulatory and phenotypic variation in human populations.
Proceedings of the Proceedings 15th International Conference on Intelligent Systems for Molecular Biology (ISMB) & 6th European Conference on Computational Biology (ECCB), 2007

Hybrid learning of large jigsaws.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Clustering appearance and shape by learning jigsaws.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006

2005
Generative Model for Layers of Appearance and Deformation.
Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005

2004
A Generative Model of Dense Optical Flow in Layers.
Proceedings of the Spatial Coherence for Visual Motion Analysis, 2004

2003
Epitomic analysis of appearance and shape.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Learning Appearance and Transparency Manifolds of Occluded Objects in Layers.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
Fast Transformation-Invariant Factor Analysis.
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

2001
Product Analysis: Learning to Model Observations as Products of Hidden Variables.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

2000
Accumulator Networks: Suitors of Local Probability Propagation.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000


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