David Wipf

David Wipf © All rights reserved.

For older publications please see my academic webpage HERE.

2017


  • Bin Dai, Yu Wang, Gang Hua, John Aston, and David Wipf, "Veiled Attributes of the Variational Autoencoder," arXiv:1706.05148, 2017.

  • ​Hao He, Bo Xin, and David Wipf, "From Bayesian Sparsity to Gated Recurrent Nets," arXiv:1706.02815, 2017.

  • Yu Wang, Bin Dai, Gang Hua, John Aston, and David Wipf, "Green Generative Modeling: Recycling Dirty Data using Recurrent Variational Autoencoders," Uncertainty in Artificial Intelligence (UAI), 2017 (to appear).

  • ​Bo Xin, Yizhou Wang, Wen Gao, and David Wipf, "Data-Dependent Sparse Subspace Clustering," Uncertainty in Artificial Intelligence (UAI), 2017 (to appear).

  • Dong Chen, Xudong Cao, David Wipf, Fang Wen, and Jian Sun, "An Efficient Joint Formulation for Bayesian Face Verification," IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2017.


2016



2015



2014



2013



2012


  • Liwei Wang, Yin Li, Jiaya Jia, Jian Sun, David Wipf, and James Rehg, "Learning Sparse Covariance Patterns for Natural Scenes," IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2012.

  • David Wipf and Yi Wu, "Dual-Space Analysis of the Sparse Linear Model," Advances in Neural Information Processing Systems (NIPS), 2012.

  • David Wipf, "Non-Convex Rank Minimization via an Empirical Bayesian Approach," Uncertainty in Artificial Intelligence (UAI), 2012.

  • Satoshi Ikehata, David Wipf, Yasuyuki Matsushita, and Kiyoharu Aizawa, "Robust Photometric Stereo using Sparse Regression," IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2012.

  • Julia Owen, David Wipf, Hagai Attias, Kensuke Sekihara, and Srikantan Nagarajan, "Performance evaluation of the Champagne source reconstruction algorithm on simulated and real M/EEG data," NeuroImage, 2012.


2011


  • David Wipf, Bhaskar Rao, and Srikantan Nagarajan, "Latent Variable Bayesian Models for Promoting Sparsity," IEEE Transactions of Information Theory, 2011.

  • David Wipf, "Sparse Estimation with Structured Dictionaries," Advances in Neural Information Processing Systems (NIPS), 2011.