Below is a list of our most recent publications.

Refereed Conference Papers
21 results
2018
[21]S. Zheng, J. Pacheco and J. W. Fisher III, "A Robust Approach to Sequential Information Theoretic Planning", in International Conference on Machine Learning (ICML), 2018. [bibtex]
2017
[20]J. Straub et al., "The Manhattan Frame Model: Manhattan World Inference in the Space of Surface Normals", in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2017. [bibtex] [pdf]
[19]J. Straub et al., "Efficient Global Point Cloud Alignment using Bayesian Nonparametric Mixtures", in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017. [bibtex] [pdf]
[18]R. Cabezas et al., "On the Role of Representations for Reasoning in Large-Scale Urban Scenes", in EarthVision (CVPRW), 2017. [bibtex] [pdf]
[17]O. Freifeld et al., "Transformations Based on Continuous Piecewise-Affine Velocity Fields", in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2017. [bibtex] [pdf]
2016
[16]S. Hauberg et al., in AISTATS, 2016. [bibtex]
2015
[15]G. Papachristoudis, J. W. Fisher III, "Adaptive Belief Propagation", in International Conference on Machine Learning (ICML), 2015. [bibtex] [pdf]
[14]G. Papachristoudis, J. W. Fisher III, "Efficient Information Planning in Gaussian MRFs", in International Conference on Information Fusion (Fusion), 2015. [bibtex] [pdf]
[13]J. Straub et al., "Small-Variance Nonparametric Clustering on the Hypersphere", in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015. [bibtex] [pdf]
[12]G. Papachristoudis, J. W. Fisher III, "On the Complexity of Information Planning in Gaussian Models", in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2015. [bibtex] [pdf]
[11]J. Straub et al., "A Dirichlet Process Mixture Model for Spherical Data", in International Conference on Artificial Intelligence and Statistics (AISTATS), 2015. [bibtex] [pdf]
[10]Q. Liu, J. Fisher III and A. Ihler, "Probabilistic Variational Bounds for Graphical Models", in Proceedings of the Neural Information Processing Systems (NIPS) 2015. [bibtex]
[9]Q. Liu et al., "Estimating the Partition Function by Discriminance Sampling", in Uncertainty in Artificial Intelligence (UAI) 2015. [bibtex]
[8]Q. Liu, A. Ihler and J. Fisher III, "Boosting Crowdsourcing With Expert Labels: Local vs. Global Effects", in International Conference on Information Fusion, 2015. [bibtex]
[7]Z. Dzunic et al., "A Bayesian State-space Approach for Damage Detection and Classification", in IMAC XXXIII A Conference and Exposition on Structural Dynamics, 2015. [bibtex] [pdf]
[6]H. Mobahi, J. Fisher~III, "A Theoretical Analysis of Optimization by Gaussian Continuation", in Proc. of 29th Conf. Artificial Intelligence (AAAI'15). [bibtex] [pdf]
[5]H. Mobahi, J. Fisher~III, "On the Link Between Gaussian Homotopy Continuation and Convex Envelopes", in Lecture Notes in Computer Science (EMMCVPR 2015), Springer. [bibtex] [pdf]
[4]O. Freifeld, Y. Li and J. W. Fisher III, "A Fast Method for Inferring High-Quality Simply-Connected Superpixels", in International Conference on Image Processing (ICIP), 2015. [bibtex]
[3]O. Freifeld et al., "Highly-Expressive Spaces of Well-Behaved Transformations: Keeping It Simple", in ICCV, 2015. [bibtex]
[2]H. Mobahi, J. Fisher~III, "Coarse-to-Fine Minimization of Some Common Nonconvexities", in Lecture Notes in Computer Science (EMMCVPR 2015), Springer. [bibtex] [pdf]
[1]R. Cabezas, J. Straub and J. W. Fisher III, "Semantically-Aware Aerial Reconstruction from Multi-Modal Data", in International Conference on Computer Vision (ICCV), 2015. [bibtex] [pdf]

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