Brand, Matthew

33 publications

TMLR 2025 G-RepsNet: A Lightweight Construction of Equivariant Networks for Arbitrary Matrix Groups Sourya Basu, Suhas Lohit, Matthew Brand

NeurIPSW 2024 Slaying the HyDRA: Parameter-Efficient Hyper Networks with Low-Displacement Rank Adaptation Xiangyu Chen, Ye Wang, Matthew Brand, Pu Perry Wang, Jing Liu, Toshiaki Koike-Akino

CVPRW 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

NeurIPSW 2022 Learning with Noisy Labels Using Low-Dimensional Model Trajectory Vasu Singla, Shuchin Aeron, Toshiaki Koike-Akino, Kieran Parsons, Matthew Brand, Ye Wang

NeurIPS 2017 Convergent Block Coordinate Descent for Training Tikhonov Regularized Deep Neural Networks Ziming Zhang, Matthew Brand

ICCV 2013 Lifting 3D Manhattan Lines from a Single Image Srikumar Ramalingam, Matthew Brand

ICCVW 2009 Geolocalization Using Skylines from Omni-Images Srikumar Ramalingam, Sofien Bouaziz, Peter Sturm, Matthew Brand

CVPR 2008 A Conditional Random Field for Automatic Photo Editing Matthew Brand, Patrick Pletscher

CVPR 2005 A Direct Method for 3D Factorization of Nonrigid Motion Observed in 2D Matthew Brand

ECML-PKDD 2005 Nonrigid Embeddings for Dimensionality Reduction Matthew Brand

CVPR 2004 Algebraic Solution for the Visual Hull Matthew Brand, Kongbin Kang, David B. Cooper

ECCV 2004 Spectral Solution of Large-Scale Extrinsic Camera Calibration as a Graph Embedding Problem Matthew Brand, Matthew E. Antone, Seth J. Teller

AISTATS 2003 A Unifying Theorem for Spectral Embedding and Clustering Matthew Brand, Kun Huang

IJCAI 2003 Continuous Nonlinear Dimensionality Reduction by Kernel Eigenmaps Matthew Brand

UAI 2003 Marginalizing Out Future Passengers in Group Elevator Control Daniel Nikovski, Matthew Brand

NeurIPS 2003 Minimax Embeddings Matthew Brand

NeurIPS 2002 Charting a Manifold Matthew Brand

ECCV 2002 Incremental Singular Value Decomposition of Uncertain Data with Missing Values Matthew Brand

CVPR 2001 Flexible Flow for 3D Nonrigid Tracking and Shape Recovery Matthew Brand, Rahul Bhotika

CVPR 2001 Morphable 3D Models from Video Matthew Brand

ICML 2000 Finding Variational Structure in Data by Cross-Entropy Optimization Matthew Brand

CVPR 1999 Minimum-Entropy Models of Scene Activity Vera M. Kettnaker, Matthew Brand

AISTATS 1999 Pattern Discovery via Entropy Minimization Matthew Brand

ICCV 1999 Shadow Puppetry Matthew Brand

NeCo 1999 Structure Learning in Conditional Probability Models via an Entropic Prior and Parameter Extinction Matthew Brand

NeurIPS 1998 An Entropic Estimator for Structure Discovery Matthew Brand

CVPR 1997 Coupled Hidden Markov Models for Complex Action Recognition Matthew Brand, Nuria Oliver, Alex Pentland

AAAI 1997 The "Inverse Hollywood Problem": From Video to Scripts and Storyboards via Causal Analysis Matthew Brand

ECCV 1994 Divided We Fall: Resolving Occlusions Using Causal Reasoning Paul R. Cooper, Lawrence Birnbaum, Daniel Halabe, Matthew Brand, Peter N. Prokopowicz

CVPR 1993 A Short Note on Local Region Growing by Pseudophysical Simulation Matthew Brand

ICCV 1993 Looking for Trouble: Using Causal Semantics to Direct Focus of Attention Lawrence Birnbaum, Matthew Brand, Paul R. Cooper

AAAI 1993 Sensible Scenes: Visual Understanding of Complex Structures Through Causal Analysis Matthew Brand, Lawrence Birnbaum, Paul R. Cooper

ICML 1991 Decision-Theoretic Learning in an Action System Matthew Brand