| 2026 | AAAI | LatentLLM: Activation-Aware Transform to Multi-Head Latent Attention. | Toshiaki Koike-Akino, Xiangyu Chen, Jing Liu, Ye Wang, Pu Perry Wang, Matthew Brand |
| 2024 | BMVC | SuperLoRA: Parameter-Efficient Unified Adaptation of Large Foundation Models. | Xiangyu Chen, Jing Liu, Ye Wang, Pu Perry Wang, Matthew Brand, Guanghui Wang, Toshiaki Koike-Akino |
| 2024 | CVPR | 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 |
| 2013 | ICCV | Lifting 3D Manhattan Lines from a Single Image. | Srikumar Ramalingam, Matthew Brand |
| 2011 | ICIP | Parallel quadratic programming for image processing. | Matthew Brand, Donghui Chen |
| 2011 | ICIP | A trellis-based approach for robust view synthesis. | Dong Tian, Anthony Vetro, Matthew Brand |
| 2010 | IROS | SKYLINE2GPS: Localization in urban canyons using omni-skylines. | Srikumar Ramalingam, Sofien Bouaziz, Peter F. Sturm, Matthew Brand |
| 2008 | CVPR | A conditional random field for automatic photo editing. | Matthew Brand, Patrick Pletscher |
| 2008 | GLOBECOM | Delay-Energy Tradeoffs in Wireless Ad-Hoc Networks with Partial Channel State Information. | Matthew Brand, Andreas F. Molisch |
| 2008 | GLOBECOM | Routing with Probabilistic Delay Guarantees in Wireless Ad-Hoc Networks. | Matthew Brand, Petar Maymounkov, Andreas F. Molisch |
| 2006 | ESA | Stochastic Shortest Paths Via Quasi-convex Maximization. | Evdokia Nikolova, Jonathan A. Kelner, Matthew Brand, Michael Mitzenmacher |
| 2006 | SIGGRAPH | Face transfer with multilinear models. | Daniel Vlasic, Matthew Brand, Hanspeter Pfister, Jovan Popovic |
| 2005 | CVPR | A Direct Method for 3D Factorization of Nonrigid Motion Observed in 2D. | Matthew Brand |
| 2005 | SDM | A Random Walks Perspective on Maximizing Satisfaction and Profit. | Matthew Brand |
| 2004 | BMVC | From Subspace to Submanifold Methods. | Matthew Brand |
| 2004 | CVPR | Algebraic Solution for the Visual Hull. | Matthew Brand, Kongbin Kang, David B. Cooper |
| 2004 | ECCV | Spectral Solution of Large-Scale Extrinsic Camera Calibration as a Graph Embedding Problem. | Matthew Brand, Matthew E. Antone, Seth J. Teller |
| 2004 | ICRA | Optimal Parking in Group Elevator Control. | Matthew Brand, Daniel Nikovski |
| 2004 | MFCS | 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 |
| 2004 | SIGGRAPH | Multilinear models for face synthesis. | Daniel Vlasic, Matthew Brand, Hanspeter Pfister, Jovan Popovic |
| 2003 | AISTATS | A unifying theorem for spectral embedding and clustering. | Matthew Brand, Kun Huang |
| 2003 | IJCAI | Continuous nonlinear dimensionality reduction by kernel Eigenmaps. | Matthew Brand |
| 2003 | UAI | Marginalizing Out Future Passengers in Group Elevator Control. | Daniel Nikovski, Matthew Brand |
| 2003 | SDM | Fast Online SVD Revisions for Lightweight Recommender Systems. | Matthew Brand |
| 2002 | ECCV | Incremental Singular Value Decomposition of Uncertain Data with Missing Values. | Matthew Brand |
| 2001 | CVPR | Morphable 3D models from video. | Matthew Brand |
| 2001 | CVPR | Flexible flow for 3D nonrigid tracking and shape recovery. | Matthew Brand, Rahul Bhotika |
| 2000 | ICML | Finding Variational Structure in Data by Cross-Entropy Optimization. | Matthew Brand |
| 2000 | SIGGRAPH | Style machines. | Matthew Brand, Aaron Hertzmann |
| 1999 | AISTATS | Pattern discovery via entropy minimization. | Matthew Brand |
| 1999 | CVPR | Minimum-Entropy Models of Scene Activity. | Vera M. Kettnaker, Matthew Brand |
| 1999 | ICASSP | Structure and parameter learning via entropy minimization, with applications to mixture and hidden Markov models. | Matthew Brand |
| 1999 | ICCV | Shadow Puppetry. | Matthew Brand |
| 1999 | SIGGRAPH | Voice Puppetry. | Matthew Brand |
| 1997 | AAAI | The "Inverse Hollywood Problem": From Video to Scripts and Storyboards via Causal Analysis. | Matthew Brand |
| 1997 | CVPR | Coupled hidden Markov models for complex action recognition. | Matthew Brand, Nuria Oliver, Alex Pentland |
| 1994 | ECCV | Divided We Fall: Resolving Occlusions using Causal Reasoning. | Paul R. Cooper, Lawrence Birnbaum, Daniel Halabe, Matthew Brand, Peter N. Prokopowicz |
| 1993 | AAAI | Sensible Scenes: Visual Understanding of Complex Structures through Causal Analysis. | Matthew Brand, Lawrence Birnbaum, Paul R. Cooper |
| 1993 | CVPR | A short note on local region growing by pseudophysical simulation. | Matthew Brand |
| 1993 | ICCV | Looking for trouble: Using causal semantics to direct focus of attention. | Lawrence Birnbaum, Matthew Brand, Paul R. Cooper |
| 1991 | ICML | Decision-Theoretic Learning in an Action System. | Matthew Brand |