Publications

Publication date: June 1, 2014

Spatially-Constrained Similarity Measure for Large-Scale Object Retrieval

IEEE Trans. on Pattern Analysis and Machine Intelligence

Xiaohui Shen, Zhe Lin, Jonathan Brandt, Ying Wu

• Computer Vision, Imaging & Video

Publication date: June 1, 2014

Towards Unified Human Parsing and Pose Estimation

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Jian Dong, Qiang Chen, Xiaohui Shen, Jianchao Yang, Shuicheng Yan

• Computer Vision, Imaging & Video

Publication date: June 1, 2014

Large-scale visual font recognition

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR)

G. Chen, Jianchao Yang, Hailin Jin, Jonathan Brandt, Eli Shechtman, A. Agarwala, T. Han

Publication date: June 1, 2014

RealPigment: Paint Compositing by Example

Non-Photorealistic Animation and Rendering (NPAR)

Jingwan (Cynthia) Lu, Stephen DiVerdi, W. Chen, C. Barnes, A. Finkelstein

• Graphics (2D & 3D)

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: May 1, 2014

Improving patch-based synthesis by learning patch masks

IEEE International Conference on Computational Photography (ICCP)

N. Khademi Kalantari, Eli Shechtman, S. Darabi, Dan Goldman, P. Sen

Publication date: May 1, 2014

Pack Merger: A 3D Print Volume Optimizer

Computer Graphics Forum

J. Vanek, J. Garcia, B. Benes, R. Mech, Nathan Carr, O. Stava, Gavin Miller

Publication date: May 1, 2014

Identifying Purchase Intent from Social Posts

ICWSM

V. Gupta, D. Varshney, Harsh Jhamtani, D. Kedia, S. Karwa

Publication date: May 1, 2014

Automatic Upright Adjustment of Photographs with Robust Camera Calibration

In IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), May 2014

H. Lee, Eli Shechtman, Jue Wang, S. Lee

• Computer Vision, Imaging & Video

Publication date: April 26, 2014

Combining crowdsourcing and learning to improve engagement and performance

Proceedings of ACM Conference on Human Factors and Computing Systems (SIGCHI)

Mira Dontcheva, Robert Morris, Elizabeth Gerber, Joel Brandt

• Human Computer Interaction

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 10, 2014

Dual-Color Mixing for Fused Deposition Modeling Printers

Computer Graphics Forum (Proc. Eurographics), 33(2), 2014

T. Reiner, Nathan Carr, Radomír Měch, O. Stava, C. Dachsbacher, Gavin Miller

Publication date: April 1, 2014

A Generative Product-of-Filters Model of Audio

Proceedings of the 2nd International Conference on Learning Representations (ICLR 2014), April 2014

M. Hoffman, Gautham Mysore

Publication date: April 1, 2014

Feedback Control for Rotational Movements in Feature Space

Proceedings of the 33rd Annual Conference of the European Association for Computer Graphics (Eurographics 2014), April 2014

Mazen Al Borno, Eugene Fiume, Aaron Hertzmann, Martin de Lasa

Publication date: April 1, 2014

GPU Asynchronous Stochastic Gradient Descent to Speed Up Neural Network Training

Proceedings of the 2nd International Conference on Learning Representations (ICLR 2014), April 2014

Hailin Jin, Zhe Lin, Jianchao Yang

Publication date: April 1, 2014

Temporally Coherent and Spatially Accurate Video Matting

Proceedings of the 33rd Annual Conference of the European Association for Computer Graphics (Eurographics 2014), April 2014

Ehsan Shahrian, Brian Price, Scott Cohen, Deepu Rajan

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