Matthew Brand - RankMe

74 papers A* 16A 9B 6Misc 1Journal 20Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Embedding Morphology into Transformers for Cross-Robot Policy Learning. CoRR Kei Suzuki, Jing Liu, Ye Wang, Chiori Hori, Matthew Brand, Diego Romeres, Toshiaki Koike-Akino
2026	A*	`conf`	LatentLLM: Activation-Aware Transform to Multi-Head Latent Attention. AAAI Toshiaki Koike-Akino, Xiangyu Chen, Jing Liu, Ye Wang, Pu Perry Wang, Matthew Brand
2025	J	`jnl`	AWP: Activation-Aware Weight Pruning and Quantization with Projected Gradient Descent. CoRR Jing Liu, Toshiaki Koike-Akino, Ye Wang, Hassan Mansour, Matthew Brand
2025	J	`jnl`	G-RepsNet: A Lightweight Construction of Equivariant Networks for Arbitrary Matrix Groups. Trans. Mach. Learn. Res. Sourya Basu, Suhas Lohit, Matthew Brand
2025	J	`jnl`	LatentLLM: Attention-Aware Joint Tensor Compression. CoRR Toshiaki Koike-Akino, Xiangyu Chen, Jing Liu, Ye Wang, Pu Wang, Matthew Brand
2025	J	`jnl`	TuneComp: Joint Fine-tuning and Compression for Large Foundation Models. CoRR Xiangyu Chen, Jing Liu, Ye Wang, Matthew Brand, Pu Wang, Toshiaki Koike-Akino
2024	J	`jnl`	G-RepsNet: A Fast and General Construction of Equivariant Networks for Arbitrary Matrix Groups. CoRR Sourya Basu, Suhas Lohit, Matthew Brand
2024	—	`conf`	SuperLoRA: Parameter-Efficient Unified Adaptation for Large Vision Models. CVPR Workshops Xiangyu Chen, Jing Liu, Ye Wang, Pu Perry Wang, Matthew Brand, Guanghui Wang, Toshiaki Koike-Akino
2024	A	`conf`	SuperLoRA: Parameter-Efficient Unified Adaptation of Large Foundation Models. BMVC Xiangyu Chen, Jing Liu, Ye Wang, Pu Perry Wang, Matthew Brand, Guanghui Wang, Toshiaki Koike-Akino
2024	J	`jnl`	SuperLoRA: Parameter-Efficient Unified Adaptation of Multi-Layer Attention Modules. CoRR Xiangyu Chen, Jing Liu, Ye Wang, Pu Perry Wang, Matthew Brand, Guanghui Wang, Toshiaki Koike-Akino
2023	J	`jnl`	Improving adversarial robustness by learning shared information. Pattern Recognit. Xi Yu, Niklas Smedemark-Margulies, Shuchin Aeron, Toshiaki Koike-Akino, Pierre Moulin, Matthew Brand, Kieran Parsons, Ye Wang
2017	—	`conf`	Convergent Block Coordinate Descent for Training Tikhonov Regularized Deep Neural Networks. NIPS Ziming Zhang, Matthew Brand
2017	J	`jnl`	Convergent Block Coordinate Descent for Training Tikhonov Regularized Deep Neural Networks. CoRR Ziming Zhang, Matthew Brand
2013	A*	`conf`	Lifting 3D Manhattan Lines from a Single Image. ICCV Srikumar Ramalingam, Matthew Brand
2013	—	`conf`	On a multiplicative update dual optimization algorithm for constrained linear MPC. CDC Stefano Di Cairano, Matthew Brand
2013	J	`jnl`	Projection-free parallel quadratic programming for linear model predictive control. Int. J. Control Stefano Di Cairano, Matthew Brand, Scott A. Bortoff
2012	J	`jnl`	Marginalizing Out Future Passengers in Group Elevator Control CoRR Daniel Nikovski, Matthew Brand
2011	B	`conf`	A trellis-based approach for robust view synthesis. ICIP Dong Tian, Anthony Vetro, Matthew Brand
2011	B	`conf`	Parallel quadratic programming for image processing. ICIP Matthew Brand, Donghui Chen
2011	J	`jnl`	Specular holography CoRR Matthew Brand
2010	A	`conf`	SKYLINE2GPS: Localization in urban canyons using omni-skylines. IROS Srikumar Ramalingam, Sofien Bouaziz, Peter F. Sturm, Matthew Brand
2009	—	`conf`	Geolocalization using skylines from omni-images. ICCV Workshops Srikumar Ramalingam, Sofien Bouaziz, Peter Sturm, Matthew Brand
2009	—	`conf`	Image and Video Retargetting by Darting. ICIAR Matthew Brand
2008	A*	`conf`	A conditional random field for automatic photo editing. CVPR Matthew Brand, Patrick Pletscher
2008	B	`conf`	Delay-Energy Tradeoffs in Wireless Ad-Hoc Networks with Partial Channel State Information. GLOBECOM Matthew Brand, Andreas F. Molisch
2008	B	`conf`	Routing with Probabilistic Delay Guarantees in Wireless Ad-Hoc Networks. GLOBECOM Matthew Brand, Petar Maymounkov, Andreas F. Molisch
2006	—	`conf`	Face transfer with multilinear models. SIGGRAPH Courses Daniel Vlasic, Matthew Brand, Hanspeter Pfister, Jovan Popovic
2006	A*	`conf`	Optimal Route Planning under Uncertainty. ICAPS Evdokia Nikolova, Matthew Brand, David R. Karger
2006	A	`conf`	Stochastic Shortest Paths Via Quasi-convex Maximization. ESA Evdokia Nikolova, Jonathan A. Kelner, Matthew Brand, Michael Mitzenmacher
2005	—	`conf`	A Direct Method for 3D Factorization of Nonrigid Motion Observed in 2D. CVPR (2) Matthew Brand
2005	A	`conf`	A Random Walks Perspective on Maximizing Satisfaction and Profit. SDM Matthew Brand
2005	J	`jnl`	Face transfer with multilinear models. ACM Trans. Graph. Daniel Vlasic, Matthew Brand, Hanspeter Pfister, Jovan Popovic
2005	—	`conf`	Nonrigid Embeddings for Dimensionality Reduction. ECML Matthew Brand
2004	—	`conf`	Algebraic Solution for the Visual Hull. CVPR (1) Matthew Brand, Kongbin Kang, David B. Cooper
2004	J	`jnl`	Exact calculation of expected waiting times for group elevator control. IEEE Trans. Autom. Control. Daniel Nikovski, Matthew Brand
2004	A	`conf`	From Subspace to Submanifold Methods. BMVC Matthew Brand
2004	—	`conf`	Multilinear models for face synthesis. SIGGRAPH Sketches Daniel Vlasic, Matthew Brand, Hanspeter Pfister, Jovan Popovic
2004	A*	`conf`	Optimal Parking in Group Elevator Control. ICRA Matthew Brand, Daniel Nikovski
2004	—	`conf`	Spectral Solution of Large-Scale Extrinsic Camera Calibration as a Graph Embedding Problem. ECCV (2) Matthew Brand, Matthew E. Antone, Seth J. Teller
2004	B	`conf`	Theory and Applied Computing: Observations and Anecdotes. MFCS Matthew Brand, Sarah F. Frisken Gibson, Neal Lesh, Joe Marks, Daniel Nikovski, Ronald N. Perry, Jonathan S. Yedidia
2003	J	`jnl`	A data-driven reflectance model. ACM Trans. Graph. Wojciech Matusik, Hanspeter Pfister, Matthew Brand, Leonard McMillan
2003	A	`conf`	A unifying theorem for spectral embedding and clustering. AISTATS Matthew Brand, Kun Huang
2003	A*	`conf`	Continuous nonlinear dimensionality reduction by kernel Eigenmaps. IJCAI Matthew Brand
2003	A*	`conf`	Decision-Theoretic Group Elevator Scheduling. ICAPS Daniel Nikovski, Matthew Brand
2003	—	`conf`	Efficient Isotropic BRDF Measurement. Rendering Techniques Wojciech Matusik, Hanspeter Pfister, Matthew Brand, Leonard McMillan
2003	A	`conf`	Fast Online SVD Revisions for Lightweight Recommender Systems. SDM Matthew Brand
2003	A	`conf`	Marginalizing Out Future Passengers in Group Elevator Control. UAI Daniel Nikovski, Matthew Brand
2003	—	`conf`	Minimax Embeddings. NIPS Matthew Brand
2002	—	`conf`	Charting a Manifold. NIPS Matthew Brand
2002	—	`conf`	Incremental Singular Value Decomposition of Uncertain Data with Missing Values. ECCV (1) Matthew Brand
2001	—	`conf`	Flexible flow for 3D nonrigid tracking and shape recovery. CVPR (1) Matthew Brand, Rahul Bhotika
2001	—	`conf`	Morphable 3D models from video. CVPR (2) Matthew Brand
2000	J	`jnl`	Discovery and Segmentation of Activities in Video. IEEE Trans. Pattern Anal. Mach. Intell. Matthew Brand, Vera M. Kettnaker
2000	A*	`conf`	Finding Variational Structure in Data by Cross-Entropy Optimization. ICML Matthew Brand
2000	A*	`conf`	Style machines. SIGGRAPH Matthew Brand, Aaron Hertzmann
1999	A*	`conf`	Minimum-Entropy Models of Scene Activity. CVPR Vera M. Kettnaker, Matthew Brand
1999	A	`conf`	Pattern discovery via entropy minimization. AISTATS Matthew Brand
1999	A*	`conf`	Shadow Puppetry. ICCV Matthew Brand
1999	J	`jnl`	Structure Learning in Conditional Probability Models via an Entropic Prior and Parameter Extinction. Neural Comput. Matthew Brand
1999	Misc	`conf`	Structure and parameter learning via entropy minimization, with applications to mixture and hidden Markov models. ICASSP Matthew Brand
1999	A*	`conf`	Voice Puppetry. SIGGRAPH Matthew Brand
1998	—	`conf`	An Entropic Estimator for Structure Discovery. NIPS Matthew Brand
1997	—	`conf`	Computer vision for a robot sculptor. Human Vision and Electronic Imaging Matthew Brand
1997	A*	`conf`	Coupled hidden Markov models for complex action recognition. CVPR Matthew Brand, Nuria Oliver, Alex Pentland
1997	J	`jnl`	Physics-Based Visual Understanding. Comput. Vis. Image Underst. Matthew Brand
1997	—	`conf`	The "Inverse Hollywood Problem": From Video to Scripts and Storyboards via Causal Analysis. AAAI/IAAI Matthew Brand
1996	B	`conf`	Understanding manipulation in video. FG Matthew Brand
1995	J	`jnl`	Causal Scene Understanding. Comput. Vis. Image Underst. Paul R. Cooper, Lawrence Birnbaum, Matthew Brand
1995	J	`jnl`	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. Matthew Brand, Peter N. Prokopowicz, Clark Elliott
1994	—	`conf`	Divided We Fall: Resolving Occlusions using Causal Reasoning. ECCV (1) Paul R. Cooper, Lawrence Birnbaum, Daniel Halabe, Matthew Brand, Peter N. Prokopowicz
1993	A*	`conf`	A short note on local region growing by pseudophysical simulation. CVPR Matthew Brand
1993	A*	`conf`	Looking for trouble: Using causal semantics to direct focus of attention. ICCV Lawrence Birnbaum, Matthew Brand, Paul R. Cooper
1993	A*	`conf`	Sensible Scenes: Visual Understanding of Complex Structures through Causal Analysis. AAAI Matthew Brand, Lawrence Birnbaum, Paul R. Cooper
1991	—	`conf`	Decision-Theoretic Learning in an Action System. ML Matthew Brand