Matthew Brand

According to our database, Matthew Brand authored at least 64 papers between 1991 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

SuperLoRA: Parameter-Efficient Unified Adaptation of Multi-Layer Attention Modules.

Xiangyu Chen, Jing Liu, Ye Wang, Pu (Perry) Wang, Matthew Brand, Guanghui Wang, Toshiaki Koike-Akino

CoRR, 2024

G-RepsNet: A Fast and General Construction of Equivariant Networks for Arbitrary Matrix Groups.

Sourya Basu, Suhas Lohit, Matthew Brand

CoRR, 2024

SuperLoRA: Parameter-Efficient Unified Adaptation for Large Vision Models.

Xiangyu Chen, Jing Liu, Ye Wang, Pu (Perry) Wang, Matthew Brand, Guanghui Wang, Toshiaki Koike-Akino

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Improving adversarial robustness by learning shared information.

Xi Yu, Niklas Smedemark-Margulies, Shuchin Aeron, Toshiaki Koike-Akino, Pierre Moulin, Matthew Brand, Kieran Parsons, Ye Wang

Pattern Recognit., 2023

2017

Convergent Block Coordinate Descent for Training Tikhonov Regularized Deep Neural Networks.

Ziming Zhang, Matthew Brand

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2013

Projection-free parallel quadratic programming for linear model predictive control.

Stefano Di Cairano, Matthew Brand, Scott A. Bortoff

Int. J. Control, 2013

Lifting 3D Manhattan Lines from a Single Image.

Srikumar Ramalingam, Matthew Brand

Proceedings of the IEEE International Conference on Computer Vision, 2013

On a multiplicative update dual optimization algorithm for constrained linear MPC.

Stefano Di Cairano, Matthew Brand

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2011

Specular holography

Matthew Brand

CoRR, 2011

A trellis-based approach for robust view synthesis.

Dong Tian, Anthony Vetro, Matthew Brand

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Parallel quadratic programming for image processing.

Matthew Brand, Donghui Chen

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010

SKYLINE2GPS: Localization in urban canyons using omni-skylines.

Srikumar Ramalingam, Sofien Bouaziz, Peter F. Sturm, Matthew Brand

Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

2009

Image and Video Retargetting by Darting.

Matthew Brand

Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009

Geolocalization using skylines from omni-images.

Srikumar Ramalingam, Sofien Bouaziz, Peter Sturm, Matthew Brand

Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

2008

Routing with Probabilistic Delay Guarantees in Wireless Ad-Hoc Networks.

Matthew Brand, Petar Maymounkov, Andreas F. Molisch

Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

Delay-Energy Tradeoffs in Wireless Ad-Hoc Networks with Partial Channel State Information.

Matthew Brand, Andreas F. Molisch

Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

A conditional random field for automatic photo editing.

Matthew Brand, Patrick Pletscher

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2006

Stochastic Shortest Paths Via Quasi-convex Maximization.

Evdokia Nikolova, Jonathan A. Kelner, Matthew Brand, Michael Mitzenmacher

Proceedings of the Algorithms, 2006

Optimal Route Planning under Uncertainty.

Evdokia Nikolova, Matthew Brand, David R. Karger

Proceedings of the Sixteenth International Conference on Automated Planning and Scheduling, 2006

2005

Face transfer with multilinear models.

Daniel Vlasic, Matthew Brand, Hanspeter Pfister, Jovan Popovic

ACM Trans. Graph., 2005

A Random Walks Perspective on Maximizing Satisfaction and Profit.

Matthew Brand

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Nonrigid Embeddings for Dimensionality Reduction.

Matthew Brand

Proceedings of the Machine Learning: ECML 2005, 2005

A Direct Method for 3D Factorization of Nonrigid Motion Observed in 2D.

Matthew Brand

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004

Exact calculation of expected waiting times for group elevator control.

Daniel Nikovski, Matthew Brand

IEEE Trans. Autom. Control., 2004

Multilinear models for face synthesis.

Daniel Vlasic, Matthew Brand, Hanspeter Pfister, Jovan Popovic

Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2004

Theory and Applied Computing: Observations and Anecdotes.

Matthew Brand, Sarah F. Frisken Gibson, Neal Lesh, Joe Marks, Daniel Nikovski, Ronald N. Perry, Jonathan S. Yedidia

Proceedings of the Mathematical Foundations of Computer Science 2004, 2004

Optimal Parking in Group Elevator Control.

Matthew Brand, Daniel Nikovski

Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004

Spectral Solution of Large-Scale Extrinsic Camera Calibration as a Graph Embedding Problem.

Matthew Brand, Matthew E. Antone, Seth J. Teller

Proceedings of the Computer Vision, 2004

Algebraic Solution for the Visual Hull.

Matthew Brand, Kongbin Kang, David B. Cooper

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

From Subspace to Submanifold Methods.

Matthew Brand

Proceedings of the British Machine Vision Conference, 2004

2003

A data-driven reflectance model.

Wojciech Matusik, Hanspeter Pfister, Matthew Brand, Leonard McMillan

ACM Trans. Graph., 2003

Marginalizing Out Future Passengers in Group Elevator Control.

Daniel Nikovski, Matthew Brand

Proceedings of the UAI '03, 2003

Fast Online SVD Revisions for Lightweight Recommender Systems.

Matthew Brand

Proceedings of the Third SIAM International Conference on Data Mining, 2003

Efficient Isotropic BRDF Measurement.

Wojciech Matusik, Hanspeter Pfister, Matthew Brand, Leonard McMillan

Proceedings of the 14th Eurographics Workshop on Rendering Techniques, 2003

Minimax Embeddings.

Matthew Brand

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Continuous nonlinear dimensionality reduction by kernel Eigenmaps.

Matthew Brand

Proceedings of the IJCAI-03, 2003

A unifying theorem for spectral embedding and clustering.

Matthew Brand, Kun Huang

Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics, 2003

Decision-Theoretic Group Elevator Scheduling.

Daniel Nikovski, Matthew Brand

Proceedings of the Thirteenth International Conference on Automated Planning and Scheduling (ICAPS 2003), 2003

2002

Charting a Manifold.

Matthew Brand

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

Incremental Singular Value Decomposition of Uncertain Data with Missing Values.

Matthew Brand

Proceedings of the Computer Vision, 2002

2001

Flexible flow for 3D nonrigid tracking and shape recovery.

Matthew Brand, Rahul Bhotika

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Morphable 3D models from video.

Matthew Brand

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000

Discovery and Segmentation of Activities in Video.

Matthew Brand, Vera M. Kettnaker

IEEE Trans. Pattern Anal. Mach. Intell., 2000

Style machines.

Matthew Brand, Aaron Hertzmann

Proceedings of the 27th Annual Conference on Computer Graphics and Interactive Techniques, 2000

Finding Variational Structure in Data by Cross-Entropy Optimization.

Matthew Brand

Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000

1999

Structure Learning in Conditional Probability Models via an Entropic Prior and Parameter Extinction.

Matthew Brand

Neural Comput., 1999

Voice Puppetry.

Matthew Brand

Proceedings of the 26th Annual Conference on Computer Graphics and Interactive Techniques, 1999

Shadow Puppetry.

Matthew Brand

Proceedings of the International Conference on Computer Vision, 1999

Structure and parameter learning via entropy minimization, with applications to mixture and hidden Markov models.

Matthew Brand

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Minimum-Entropy Models of Scene Activity.

Vera M. Kettnaker, Matthew Brand

Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

Pattern discovery via entropy minimization.

Matthew Brand

Proceedings of the Seventh International Workshop on Artificial Intelligence and Statistics, 1999

1998

An Entropic Estimator for Structure Discovery.

Matthew Brand

Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

1997

Physics-Based Visual Understanding.

Matthew Brand

Comput. Vis. Image Underst., 1997

Computer vision for a robot sculptor.

Matthew Brand

Proceedings of the Human Vision and Electronic Imaging II, 1997

Coupled hidden Markov models for complex action recognition.

Matthew Brand, Nuria Oliver, Alex Pentland

Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

The "Inverse Hollywood Problem": From Video to Scripts and Storyboards via Causal Analysis.

Matthew Brand

Proceedings of the Fourteenth National Conference on Artificial Intelligence and Ninth Innovative Applications of Artificial Intelligence Conference, 1997

1996

Understanding manipulation in video.

Matthew Brand

Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96), 1996

1995

Causal Scene Understanding.

Paul R. Cooper, Lawrence Birnbaum, Matthew Brand

Comput. Vis. Image Underst., 1995

Jean-Arcady Meyer and Stewart W. Wilson, eds., From Animals to Animats: Proceedings of the First International Conference on Simulation of Adaptive Behavior.

Matthew Brand, Peter N. Prokopowicz, Clark Elliott

Artif. Intell., 1995

1994

Divided We Fall: Resolving Occlusions using Causal Reasoning.

Paul R. Cooper, Lawrence Birnbaum, Daniel Halabe, Matthew Brand, Peter N. Prokopowicz

Proceedings of the Computer Vision, 1994

1993

Looking for trouble: Using causal semantics to direct focus of attention.

Lawrence Birnbaum, Matthew Brand, Paul R. Cooper

Proceedings of the Fourth International Conference on Computer Vision, 1993

A short note on local region growing by pseudophysical simulation.

Matthew Brand

Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993

Sensible Scenes: Visual Understanding of Complex Structures through Causal Analysis.

Matthew Brand, Lawrence Birnbaum, Paul R. Cooper

Proceedings of the 11th National Conference on Artificial Intelligence. Washington, 1993

1991

Decision-Theoretic Learning in an Action System.

Matthew Brand

Proceedings of the Eighth International Workshop (ML91), 1991