Publications (23)
Dropout as a Low-Rank Regularizer for Matrix Factorization
Jacopo Cavazza, Pietro Morerio, Benjamin Haeffele +3
Generalized Principal Component Analysis (GPCA)
Rene Vidal, Yi Ma, Shankar Sastry
Algebraic Clustering of Affine Subspaces
Manolis C. Tsakiris, Rene Vidal
Temporal Convolutional Networks: A Unified Approach to Action Segmentation
Colin Lea, Rene Vidal, Austin Reiter +1
Convolutional Networks for Object Category and 3D Pose Estimation from 2D Images
Siddharth Mahendran, Haider Ali, Rene Vidal
Segmental Spatiotemporal CNNs for Fine-grained Action Segmentation
Colin Lea, Austin Reiter, Rene Vidal +1
Stretching Domain Adaptation: How far is too far?
Yunhan Zhao, Haider Ali, Rene Vidal
Information Pursuit: A Bayesian Framework for Sequential Scene Parsing
Ehsan Jahangiri, Erdem Yoruk, Rene Vidal +2
Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit
Chong You, Daniel P. Robinson, Rene Vidal
Nonconvex Robust Low-rank Matrix Recovery
Xiao Li, Zhihui Zhu, Anthony Man-Cho So +1
Dual Principal Component Pursuit: Probability Analysis and Efficient Algorithms
Zhihui Zhu, Yifan Wang, Daniel P. Robinson +3
Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering
Chong You, Chun-Guang Li, Daniel P. Robinson +1
Block-Sparse Recovery via Convex Optimization
Ehsan Elhamifar, Rene Vidal
Mathematics of Deep Learning
Rene Vidal, Joan Bruna, Raja Giryes +1
On the Implicit Bias of Dropout
Poorya Mianjy, Raman Arora, Rene Vidal
Temporal Convolutional Networks for Action Segmentation and Detection
Colin Lea, Michael D. Flynn, Rene Vidal +2
Filtrated Spectral Algebraic Subspace Clustering
Manolis C. Tsakiris, Rene Vidal
Curriculum Dropout
Pietro Morerio, Jacopo Cavazza, Riccardo Volpi +2
Hyperplane Clustering Via Dual Principal Component Pursuit
Manolis C. Tsakiris, Rene Vidal
3D Pose Regression using Convolutional Neural Networks
Siddharth Mahendran, Haider Ali, Rene Vidal
Theoretical Analysis of Sparse Subspace Clustering with Missing Entries
Manolis C. Tsakiris, Rene Vidal
Sparse Subspace Clustering: Algorithm, Theory, and Applications
Ehsan Elhamifar, Rene Vidal
A Mixed Classification-Regression Framework for 3D Pose Estimation from 2D Images
Siddharth Mahendran, Haider Ali, Rene Vidal