Yi Ma
Orcid: 0009-0000-9351-4358Affiliations:
- University of California, Berkeley, CA, USA
- ShanghaiTech University, China (2014 - 2017)
- Microsoft Research Asia, Beijing, China (2009 - 2014)
- University of Illinois at Urbana-Champaign, Urbana, IL, USA (2000 - 2011)
- University of California, Berkeley, CA, USA (PhD 2000)
According to our database1,
Yi Ma
authored at least 232 papers
between 1998 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Bibliography
2024
J. Mach. Learn. Res., 2024
CoRR, 2024
Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning.
CoRR, 2024
CoRR, 2024
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Image Clustering via the Principle of Rate Reduction in the Age of Pretrained Models.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023
Pursuit of a discriminative representation for multiple subspaces via sequential games.
J. Frankl. Inst., 2023
EventAid: Benchmarking Event-aided Image/Video Enhancement Algorithms with Real-captured Hybrid Dataset.
CoRR, 2023
Role of Uncertainty in Anticipatory Trajectory Prediction for a Ping-Pong Playing Robot.
CoRR, 2023
CoRR, 2023
CoRR, 2023
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Minimalistic Unsupervised Representation Learning with the Sparse Manifold Transform.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the Conference on Robot Learning, 2023
2022
Learning and Meshing From Deep Implicit Surface Networks Using an Efficient Implementation of Analytic Marching.
IEEE Trans. Pattern Anal. Mach. Intell., 2022
On the principles of Parsimony and Self-consistency for the emergence of intelligence.
Frontiers Inf. Technol. Electron. Eng., 2022
J. Mach. Learn. Res., 2022
J. Artif. Intell. Res., 2022
Entropy, 2022
CoRR, 2022
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the Conference on Robot Learning, 2022
On the Convergence of Stochastic Extragradient for Bilinear Games using Restarted Iteration Averaging.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
SIAM J. Optim., 2021
IEEE Trans. Pattern Anal. Mach. Intell., 2021
On the Convergence of Stochastic Extragradient for Bilinear Games with Restarted Iteration Averaging.
CoRR, 2021
Understanding Generalization in Adversarial Training via the Bias-Variance Decomposition.
CoRR, 2021
Proceedings of the Mathematical and Scientific Machine Learning, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
Parameter-Free Gaussian PSF Model for Extended Depth of Field in Brightfield Microscopy.
IEEE Trans. Image Process., 2020
J. Mach. Learn. Res., 2020
CoRR, 2020
Stochastic Variance Reduction via Accelerated Dual Averaging for Finite-Sum Optimization.
CoRR, 2020
Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Robust Recovery via Implicit Bias of Discrepant Learning Rates for Double Over-parameterization.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Disentangled Representation Learning for Controllable Image Synthesis: An Information-Theoretic Perspective.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Understanding l4-based Dictionary Learning: Interpretation, Stability, and Robustness.
Proceedings of the 8th International Conference on Learning Representations, 2020
2019
Complete Dictionary Learning via 𝓁<sup>4</sup>-Norm Maximization over the Orthogonal Group.
CoRR, 2019
Towards Unified Acceleration of High-Order Algorithms under Hölder Continuity and Uniform Convexity.
CoRR, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
2018
Robust Tensor Approximation With Laplacian Scale Mixture Modeling for Multiframe Image and Video Denoising.
IEEE J. Sel. Top. Signal Process., 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
2017
IEEE Trans. Image Process., 2017
2016
Locality-preserving low-rank representation for graph construction from nonlinear manifolds.
Neurocomputing, 2016
ROML: A Robust Feature Correspondence Approach for Matching Objects in A Set of Images.
Int. J. Comput. Vis., 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Proceedings of the Fourth International Conference on 3D Vision, 2016
Interdisciplinary applied mathematics 40, Springer, ISBN: 978-0-387-87810-2, 2016
2015
Vis. Comput., 2015
IEEE Trans. Image Process., 2015
IEEE Trans. Image Process., 2015
Sparse Illumination Learning and Transfer for Single-Sample Face Recognition with Image Corruption and Misalignment.
Int. J. Comput. Vis., 2015
Neither Global Nor Local: Regularized Patch-Based Representation for Single Sample Per Person Face Recognition.
Int. J. Comput. Vis., 2015
Image Restoration via Simultaneous Sparse Coding: Where Structured Sparsity Meets Gaussian Scale Mixture.
Int. J. Comput. Vis., 2015
Low-Rank Tensor Approximation with Laplacian Scale Mixture Modeling for Multiframe Image Denoising.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
2014
IEEE Trans. Image Process., 2014
Learning Category-Specific Dictionary and Shared Dictionary for Fine-Grained Image Categorization.
IEEE Trans. Image Process., 2014
IEEE Trans. Image Process., 2014
IEEE Trans. Image Process., 2014
CoRR, 2014
ROML: A Robust Feature Correspondence Approach for Matching Objects in A Set of Images.
CoRR, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the Computer Vision - ECCV 2014, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
Proceedings of the Computer Vision - ACCV 2014, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
IEEE Trans. Image Process., 2013
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Single-Sample Face Recognition with Image Corruption and Misalignment via Sparse Illumination Transfer.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
2012
Toward a Practical Face Recognition System: Robust Alignment and Illumination by Sparse Representation.
IEEE Trans. Pattern Anal. Mach. Intell., 2012
RASL: Robust Alignment by Sparse and Low-Rank Decomposition for Linearly Correlated Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2012
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012
Proceedings of the Computer Vision - ECCV 2012, 2012
Proceedings of the Computer Vision - ECCV 2012, 2012
Proceedings of the Computer Vision - ECCV 2012, 2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
Proceedings of the Computer Vision - ACCV 2012, 2012
Proceedings of the Compressed Sensing, 2012
2011
Dimensionality Reduction via Subspace and Submanifold Learning [From the Guest Editors].
IEEE Signal Process. Mag., 2011
IEEE Trans. Pattern Anal. Mach. Intell., 2011
Int. J. Comput. Vis., 2011
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011
Proceedings of the IEEE International Conference on Computer Vision, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
2010
Proc. IEEE, 2010
Motion Segmentation in the Presence of Outlying, Incomplete, or Corrupted Trajectories.
IEEE Trans. Pattern Anal. Mach. Intell., 2010
Int. J. Comput. Vis., 2010
The Augmented Lagrange Multiplier Method for Exact Recovery of Corrupted Low-Rank Matrices.
CoRR, 2010
Proceedings of the 18th International Conference on Multimedia 2010, 2010
Proceedings of the IEEE International Symposium on Information Theory, 2010
Proceedings of the IEEE International Symposium on Information Theory, 2010
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010
Fast <i>l</i>1-minimization algorithms and an application in robust face recognition: A review.
Proceedings of the International Conference on Image Processing, 2010
Compact projection: Simple and efficient near neighbor search with practical memory requirements.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
Adaptive control using quantized measurements with application to vision-only landing control.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Proceedings of the Computer Vision - ACCV 2010, 2010
2009
IEEE Trans. Pattern Anal. Mach. Intell., 2009
Proceedings of the 2009 Picture Coding Symposium, 2009
Proceedings of the 2009 Picture Coding Symposium, 2009
Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices via Convex Optimization.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Towards a practical face recognition system: Robust registration and illumination by sparse representation.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Proceedings of the American Control Conference, 2009
Proceedings of the Computer Vision, 2009
Proceedings of the Manifold Learning and Its Applications, 2009
2008
Estimation of Subspace Arrangements with Applications in Modeling and Segmenting Mixed Data.
SIAM Rev., 2008
Comput. Vis. Image Underst., 2008
Proceedings of the International Conference on Image Processing, 2008
Nearest-Subspace Patch Matching for face recognition under varying pose and illumination.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Motion segmentation via robust subspace separation in the presence of outlying, incomplete, or corrupted trajectories.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
2007
IEEE Trans. Pattern Anal. Mach. Intell., 2007
Proceedings of the Visual Communications and Image Processing 2007, 2007
Proceedings of the Visual Communications and Image Processing 2007, 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
2006
IEEE Trans. Image Process., 2006
J. Math. Imaging Vis., 2006
Proceedings of the Computer Vision, 2006
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006
Homography from Coplanar Ellipses with Application to Forensic Blood Splatter Reconstruction.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
2005
IEEE Trans. Pattern Anal. Mach. Intell., 2005
Comput. Vis. Image Underst., 2005
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005
Identification of Deterministic Switched ARX Systems via Identification of Algebraic Varieties.
Proceedings of the Hybrid Systems: Computation and Control, 8th International Workshop, 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
2004
On Symmetry and Multiple-View Geometry: Structure, Pose, and Calibration from a Single Image.
Int. J. Comput. Vis., 2004
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2004
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004
Proceedings of the 2004 International Conference on Image Processing, 2004
Proceedings of the Computer Vision, 2004
Reconstruction of 3-D Symmetric Curves from Perspective Images without Discrete Features.
Proceedings of the Computer Vision, 2004
A New GPCA Algorithm for Clustering Subspaces by Fitting, Differentiating and Dividing Polynomials.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
Minimum Effective Dimension for Mixtures of Subspaces: A Robust GPCA Algorithm and Its Applications.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
Identification of hybrid linear time-invariant systems via subspace embedding and segmentation (SES).
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004
2003
Structure and pose from single images of symmetric objects with applications to robot navigation.
Proceedings of the 2003 IEEE International Conference on Robotics and Automation, 2003
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003
An algebraic geometric approach to the identification of a class of linear hybrid systems.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003
2002
Proceedings of the 2002 IEEE International Conference on Robotics and Automation, 2002
Generalized Rank Conditions in Multiple View Geometry with Applications to Dynamical Scenes.
Proceedings of the Computer Vision, 2002
2001
Int. J. Comput. Vis., 2001
Commun. Inf. Syst., 2001
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001
2000
Int. J. Comput. Vis., 2000
Int. J. Comput. Vis., 2000
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000
1999
IEEE Trans. Robotics Autom., 1999
Optimization Criteria, Sensitivity and Robustness of Motion and Structure Estimation.
Proceedings of the Vision Algorithms: Theory and Practice, 1999
1998
Proceedings of the Computer Vision, 1998