Matthew Brand

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 5

Top Topics

Regularization Methods

Feed Forward Neural Networks

Top Venues

Pattern Recognit.

Publications

Xiangyu Chen, Jing Liu, Ye Wang, Pu (Perry) Wang, Matthew Brand, Guanghui Wang, Toshiaki Koike-Akino
SuperLoRA: Parameter-Efficient Unified Adaptation of Multi-Layer Attention Modules. CoRR (2024)
Sourya Basu, Suhas Lohit, Matthew Brand
G-RepsNet: A Fast and General Construction of Equivariant Networks for Arbitrary Matrix Groups. CoRR (2024)
Xi Yu, Niklas Smedemark-Margulies, Shuchin Aeron, Toshiaki Koike-Akino, Pierre Moulin, Matthew Brand, Kieran Parsons, Ye Wang
Improving adversarial robustness by learning shared information. Pattern Recognit. 134 (2023)
Ziming Zhang, Matthew Brand
Convergent Block Coordinate Descent for Training Tikhonov Regularized Deep Neural Networks. NIPS (2017)
Ziming Zhang, Matthew Brand
Convergent Block Coordinate Descent for Training Tikhonov Regularized Deep Neural Networks. CoRR (2017)
Stefano Di Cairano, Matthew Brand, Scott A. Bortoff
Projection-free parallel quadratic programming for linear model predictive control. Int. J. Control 86 (8) (2013)
Stefano Di Cairano, Matthew Brand
On a multiplicative update dual optimization algorithm for constrained linear MPC. CDC (2013)
Srikumar Ramalingam, Matthew Brand
Lifting 3D Manhattan Lines from a Single Image. ICCV (2013)
Daniel Nikovski, Matthew Brand
Marginalizing Out Future Passengers in Group Elevator Control CoRR (2012)
Dong Tian, Anthony Vetro, Matthew Brand
A trellis-based approach for robust view synthesis. ICIP (2011)
Matthew Brand
Specular holography CoRR (2011)
Matthew Brand, Donghui Chen
Parallel quadratic programming for image processing. ICIP (2011)
Srikumar Ramalingam, Sofien Bouaziz, Peter F. Sturm, Matthew Brand
SKYLINE2GPS: Localization in urban canyons using omni-skylines. IROS (2010)
Srikumar Ramalingam, Sofien Bouaziz, Peter Sturm, Matthew Brand
Geolocalization using skylines from omni-images. ICCV Workshops (2009)
Matthew Brand
Image and Video Retargetting by Darting. ICIAR (2009)
Matthew Brand, Patrick Pletscher
A conditional random field for automatic photo editing. CVPR (2008)
Matthew Brand, Andreas F. Molisch
Delay-Energy Tradeoffs in Wireless Ad-Hoc Networks with Partial Channel State Information. GLOBECOM (2008)
Matthew Brand, Petar Maymounkov, Andreas F. Molisch
Routing with Probabilistic Delay Guarantees in Wireless Ad-Hoc Networks. GLOBECOM (2008)
Daniel Vlasic, Matthew Brand, Hanspeter Pfister, Jovan Popovic
Face transfer with multilinear models. SIGGRAPH Courses (2006)
Evdokia Nikolova, Matthew Brand, David R. Karger
Optimal Route Planning under Uncertainty. ICAPS (2006)
Evdokia Nikolova, Jonathan A. Kelner, Matthew Brand, Michael Mitzenmacher
Stochastic Shortest Paths Via Quasi-convex Maximization. ESA (2006)
Daniel Vlasic, Matthew Brand, Hanspeter Pfister, Jovan Popovic
Face transfer with multilinear models. ACM Trans. Graph. 24 (3) (2005)
Matthew Brand
A Direct Method for 3D Factorization of Nonrigid Motion Observed in 2D. CVPR (2) (2005)
Matthew Brand
Nonrigid Embeddings for Dimensionality Reduction. ECML (2005)
Matthew Brand
A Random Walks Perspective on Maximizing Satisfaction and Profit. SDM (2005)
Matthew Brand, Daniel Nikovski
Optimal Parking in Group Elevator Control. ICRA (2004)
Matthew Brand, Sarah F. Frisken Gibson, Neal Lesh, Joe Marks, Daniel Nikovski, Ronald N. Perry, Jonathan S. Yedidia
Theory and Applied Computing: Observations and Anecdotes. MFCS (2004)
Matthew Brand, Matthew E. Antone, Seth J. Teller
Spectral Solution of Large-Scale Extrinsic Camera Calibration as a Graph Embedding Problem. ECCV (2) (2004)
Matthew Brand, Kongbin Kang, David B. Cooper
Algebraic Solution for the Visual Hull. CVPR (1) (2004)
Daniel Vlasic, Matthew Brand, Hanspeter Pfister, Jovan Popovic
Multilinear models for face synthesis. SIGGRAPH Sketches (2004)
Daniel Nikovski, Matthew Brand
Exact calculation of expected waiting times for group elevator control. IEEE Trans. Autom. Control. 49 (10) (2004)
Matthew Brand
From Subspace to Submanifold Methods. BMVC (2004)
Matthew Brand
Continuous nonlinear dimensionality reduction by kernel Eigenmaps. IJCAI (2003)
Wojciech Matusik, Hanspeter Pfister, Matthew Brand, Leonard McMillan
A data-driven reflectance model. ACM Trans. Graph. 22 (3) (2003)
Matthew Brand
Fast Online SVD Revisions for Lightweight Recommender Systems. SDM (2003)
Daniel Nikovski, Matthew Brand
Marginalizing Out Future Passengers in Group Elevator Control. UAI (2003)
Matthew Brand
Minimax Embeddings. NIPS (2003)
Matthew Brand, Kun Huang
A unifying theorem for spectral embedding and clustering. AISTATS (2003)
Wojciech Matusik, Hanspeter Pfister, Matthew Brand, Leonard McMillan
Efficient Isotropic BRDF Measurement. Rendering Techniques (2003)
Daniel Nikovski, Matthew Brand
Decision-Theoretic Group Elevator Scheduling. ICAPS (2003)
Matthew Brand
Incremental Singular Value Decomposition of Uncertain Data with Missing Values. ECCV (1) (2002)
Matthew Brand
Charting a Manifold. NIPS (2002)
Matthew Brand
Morphable 3D models from video. CVPR (2) (2001)
Matthew Brand, Rahul Bhotika
Flexible flow for 3D nonrigid tracking and shape recovery. CVPR (1) (2001)
Matthew Brand, Vera M. Kettnaker
Discovery and Segmentation of Activities in Video. IEEE Trans. Pattern Anal. Mach. Intell. 22 (8) (2000)
Matthew Brand
Finding Variational Structure in Data by Cross-Entropy Optimization. ICML (2000)
Matthew Brand, Aaron Hertzmann
Style machines. SIGGRAPH (2000)
Matthew Brand
Voice Puppetry. SIGGRAPH (1999)
Matthew Brand
Pattern discovery via entropy minimization. AISTATS (1999)
Matthew Brand
Structure and parameter learning via entropy minimization, with applications to mixture and hidden Markov models. ICASSP (1999)
Matthew Brand
Shadow Puppetry. ICCV (1999)
Vera M. Kettnaker, Matthew Brand
Minimum-Entropy Models of Scene Activity. CVPR (1999)
Matthew Brand
Structure Learning in Conditional Probability Models via an Entropic Prior and Parameter Extinction. Neural Comput. 11 (5) (1999)
Matthew Brand
An Entropic Estimator for Structure Discovery. NIPS (1998)
Matthew Brand
Physics-Based Visual Understanding. Comput. Vis. Image Underst. 65 (2) (1997)
Matthew Brand
The "Inverse Hollywood Problem": From Video to Scripts and Storyboards via Causal Analysis. AAAI/IAAI (1997)
Matthew Brand
Computer vision for a robot sculptor. Human Vision and Electronic Imaging (1997)
Matthew Brand, Nuria Oliver, Alex Pentland
Coupled hidden Markov models for complex action recognition. CVPR (1997)
Matthew Brand
Understanding manipulation in video. FG (1996)
Paul R. Cooper, Lawrence Birnbaum, Matthew Brand
Causal Scene Understanding. Comput. Vis. Image Underst. 62 (2) (1995)
Matthew Brand, Peter N. Prokopowicz, Clark Elliott
Jean-Arcady Meyer and Stewart W. Wilson, eds., From Animals to Animats: Proceedings of the First International Conference on Simulation of Adaptive Behavior. Artif. Intell. 73 (1-2) (1995)
Paul R. Cooper, Lawrence Birnbaum, Daniel Halabe, Matthew Brand, Peter N. Prokopowicz
Divided We Fall: Resolving Occlusions using Causal Reasoning. ECCV (1) (1994)
Lawrence Birnbaum, Matthew Brand, Paul R. Cooper
Looking for trouble: Using causal semantics to direct focus of attention. ICCV (1993)
Matthew Brand, Lawrence Birnbaum, Paul R. Cooper
Sensible Scenes: Visual Understanding of Complex Structures through Causal Analysis. AAAI (1993)
Matthew Brand
A short note on local region growing by pseudophysical simulation. CVPR (1993)
Matthew Brand
Decision-Theoretic Learning in an Action System. ML (1991)