Adobe Research » Publications

Publication date: April 19, 2015

Speech Dereverberation using a Learned Speech Model

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Dawen Liang, Matt Hoffman, Gautham Mysore

AI & Machine Learning
Audio

Publication date: April 19, 2015

Efficient Manifold Preserving Audio Source Separation using Locality Sensitive Hashing

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Minje Kim, Paris Smaragdis, Gautham Mysore

AI & Machine Learning
Audio

Publication date: April 4, 2015

Summarizing Customer Reviews through Aspects and Contexts

International Conference on Intelligent Text Processing and Computational Linguistics (CICLING), 2015.

Prakhar Gupta, Sandeep Kumar, Kokil Jaidka

AI & Machine Learning

Publication date: March 18, 2015

Community Reaction – From Blogs to Facebook

ACM iKDD Conference on Data Science

Balaji Vasan Srinivasan, Anandhavelu Natarajan, Ritwik Sinha, Moumita Sinha

AI & Machine Learning
Content Intelligence
Data Intelligence
Natural Language Processing

Publication date: March 12, 2015

Visual Commonsense for Scene Understanding Using Perception, Semantic Parsing and Reasoning

AAAI Spring Symposium Series, 2015

Somak Aditya, Yezhou Yang, Chitta Baral, Cornelia Fermüller, Yiannis Aloimonos

AI & Machine Learning
Computer Vision, Imaging & Video
Natural Language Processing

Publication date: December 12, 2014

Parametric Dictionaries and Feature Augmentation for Continuous Domain Adaptation

Indian Conference on Computer Vision Graphics and Image Processing

Sumit Shekhar, Nitesh Shroff, Rama Chellappa

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: December 1, 2014

Algorithms for CVaR Optimization in MDPs

Proceedings of the Twenty-Eighth Annual Conference on Advances in Neural Information Processing Systems (NIPS-2014), pp. 3509-3517, 2014.

Yinlam Chow, Mohammad Ghavamzadeh

AI & Machine Learning

Publication date: December 1, 2014

Constrained Stochastic Optimal Control with a Baseline Performance Guarantee

Workshop on “From Bad Models to Good Policies”, Twenty-Eighth Annual Conference on Advances in Neural Information Processing Systems (NIPS-2014), Montreal, Canada, December 2014.

Yinlam Chow, Mohammad Ghavamzadeh

AI & Machine Learning

Publication date: November 10, 2014

Stemming the flow of information in a social network

The 6th International Conference on Social Informatics

Balaji Vasan Srinivasan, A. Kumar, S. Gupta, K. Gupta

AI & Machine Learning
Content Intelligence

Publication date: October 27, 2014

Analysis sparse coding models for image-based classification

IEEE International Conference on Image Processing

Sumit Shekhar, Vishal Patel, Rama Chellappa

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 1, 2014

Stopping Criteria for Non-negative Matrix Factorization Based Supervised and Semi-Supervised Source Separation

IEEE Signal Processing Letters

Francois Germain, Gautham Mysore

AI & Machine Learning
Audio

Publication date: September 6, 2014

Consensus of Regression for Occlusion-Robust Facial Feature Localization

European Conference on Computer Vision

Xiang Yu, Zhe Lin, Jonathan Brandt, D. Metaxas

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: September 1, 2014

Recognizing Image Style

BMVC 2014

S. Karayev, Aaron Hertzmann, Holger Winnemöller, A. Agarwala, T. Darrell

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 24, 2014

Efficient Boosted Exemplar-Based Face Detection

Computer Vision and Pattern Recognition

Haoxiang Li, Zhe Lin, Jonathan Brandt, Xiaohui Shen, Gang Hua

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: May 9, 2014

Exploiting Long-Term Temporal Dependencies in NMF using Recurrent Neural Networks with Application to Source Separation

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Nicolas Boulanger-Lewandowski, Gautham Mysore, Matthew Hoffman

AI & Machine Learning
Audio

Publication date: May 9, 2014

Speech Decoloration based on the Product-of-Filters Model

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Dawen Liang, Daniel P. W. Ellis, Matthew Hoffman, Gautham Mysore

AI & Machine Learning
Audio

Publication date: May 1, 2014

Static and Dynamic Source Separation Using Nonnegative Factorizations: A unified view

IEEE Signal Processing Magazine Special Issue on Source Separation and Applications

Paris Smaragdis, Cedric Fevotte, Gautham Mysore, Nasser Mohammadiha, Matthew Hoffman

AI & Machine Learning
Audio

Publication date: April 26, 2014

ISSE: An Interactive Source Separation Editor

ACM Human Factors in Computing Systems (CHI)

Nicholas J. Bryan, Gautham Mysore, Ge Wang

AI & Machine Learning
Audio
Human Computer Interaction

Publication date: April 1, 2014

Automatic scene inference for 3D object compositing

ACM Transactions on Graphics

K. Karsch, Kalyan Sunkavalli, Sunil Hadap, Nathan Carr, Hailin Jin, R. Fonte, M. Sittig, D. Forsyth

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: March 24, 2014

Unsupervised domain adaptation using parallel transport on Grassmann manifold

IEEE Winter conference on Applications of Computer Vision

Ashish Shrivastava, Sumit Shekhar, Vishal Patel

AI & Machine Learning
Computer Vision, Imaging & Video

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