Fei Sha

2023

1. ICLR

   Evolve Smoothly, Fit Consistently: Learning Smooth Latent Dynamics For Advection-Dominated Systems

   Zhong Yi Wan, Leonardo Zepeda-Núñez, Anudhyan Boral, and 1 more author

   In ICLR, 2023

   Bib

   @inproceedings{wan23evolve,
     author = {Wan, Zhong Yi and Zepeda-N\'{u}\~{n}ez, Leonardo and Boral, Anudhyan and Sha, Fei},
     title = {Evolve Smoothly, Fit Consistently: Learning Smooth Latent Dynamics For Advection-Dominated Systems},
     booktitle = {ICLR},
     year = {2023},
   }

2022

1. ICLR

   Mention Memory: incorporating textual knowledge into Transformers through entity mention attention

   Michiel Jong, Yury Zemlyanskiy, Nicholas FitzGerald, and 2 more authors

   In ICLR, 2022

   Bib

   @inproceedings{dejong22mention,
     title = {Mention Memory: incorporating textual knowledge into Transformers through entity mention attention},
     author = {de Jong, Michiel and Zemlyanskiy, Yury and FitzGerald, Nicholas and Sha, Fei and Cohen, William},
     booktitle = {ICLR},
     year = {2022},
   }

2019

1. ICML

   Actor-Attention-Critic for Multi-Agent Reinforcement Learning

   Shariq Iqbal, and Fei Sha

   In Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA, 2019

   Bib

   @inproceedings{iqbal19acc,
     author = {Iqbal, Shariq and Sha, Fei},
     editor = {Chaudhuri, Kamalika and Salakhutdinov, Ruslan},
     title = {Actor-Attention-Critic for Multi-Agent Reinforcement Learning},
     booktitle = {Proceedings of the 36th International Conference on Machine Learning,
                    {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
     series = {Proceedings of Machine Learning Research},
     volume = {97},
     pages = {2961--2970},
     publisher = {{PMLR}},
     year = {2019},
   }

2016

1. CVPR

   Synthesized classifiers for zero-shot learning

   Soravit Changpinyo, Weilun Chao, Boqing Gong, and 1 more author

   In Proc. of CVPR, 2016

   Bib

   @inproceedings{changpinyo16zero,
     author = {Changpinyo, Soravit and Chao, Weilun and Gong, Boqing and Sha, Fei},
     title = {Synthesized classifiers for zero-shot learning},
     booktitle = {Proc. of CVPR},
     year = {2016},
   }

2013

1. NeurIPS

   Similarity Component Analysis

   Soravit Changpinyo, Kuan Liu, and Fei Sha

   In Proc. of Annual Conference on Neural Information Processing Systems (NIPS), 2013

   Bib

   @inproceedings{chanpingyo13sca,
     author = {Changpinyo, Soravit and Liu, Kuan and Sha, Fei},
     title = {Similarity Component Analysis},
     booktitle = {Proc. of Annual Conference on Neural Information Processing Systems (NIPS)},
     year = {2013},
   }

2012

1. CVPR

   Geodesic Flow Kernel for Unsupervised Domain Adaptation

   Boqing Gong, Yuan Shi, Fei Sha, and 1 more author

   In Proceedings of IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2012

   Bib

   @inproceedings{gong12gfk,
     author = {Gong, Boqing and Shi, Yuan and Sha, Fei and Grauman, Kristen},
     title = {Geodesic Flow Kernel for Unsupervised Domain Adaptation},
     booktitle = {Proceedings of IEEE Conf. on Computer Vision and Pattern Recognition (CVPR)},
     address = {Providence, Rhode Island},
     year = {2012}
   }

2010

1. NeurIPS

   Unsupervised Kernel Dimension Reduction

   Meihong Wang, Fei Sha, and Michael I. Jordan

   In Proceedings of Neural Information Processing (NIPS), 2010

   Bib

   @inproceedings{wang10ukdr,
     author = {Wang, Meihong and Sha, Fei and Jordan, Michael I.},
     title = {Unsupervised Kernel Dimension Reduction},
     booktitle = {Proceedings of Neural Information Processing (NIPS)},
     year = {2010},
   }

2007

1. NeurIPS

   Large margin hidden Markov models for automatic speech recognition

   Fei Sha, and Lawrence K. Saul

   In Advances in Neural Information Processing Systems 19, 2007

   Bib

   @inproceedings{sha07hmm,
     author = {Sha, Fei and Saul, Lawrence K.},
     title = {Large margin hidden {M}arkov models for automatic speech recognition},
     booktitle = {Advances in Neural Information Processing Systems 19},
     year = {2007},
     editor = {Sch\"{o}lkopf, B. and Platt, J.C. and Hofmann, T.},
     pages = {1249--1256},
     address = {Cambridge, MA},
     publisher = {MIT Press},
     owner = {feisha},
   }

2003

1. NAACL-HLT

   Shallow Parsing with Conditional Random Fields

   Fei Sha, and Fernando Pereira

   In Proceedings of Human Language Technology-NAACL 2003, 2003

   Bib

   @inproceedings{sha03shallow,
     author = {Sha, Fei and Pereira, Fernando},
     title = {Shallow Parsing with Conditional Random Fields},
     booktitle = {Proceedings of Human Language Technology-NAACL 2003},
     year = {2003},
     pages = {213--220},
     address = {Edmonton, Canada}
   }