| 2025 | AISTATS | A Convex Relaxation Approach to Generalization Analysis for Parallel Positively Homogeneous Networks. | Uday Kiran Reddy Tadipatri, Benjamin David Haeffele, Joshua Agterberg, Ren Vidal |
| 2025 | AISTATS | Understanding the Learning Dynamics of LoRA: A Gradient Flow Perspective on Low-Rank Adaptation in Matrix Factorization. | Ziqing Xu, Hancheng Min, Lachlan Ewen MacDonald, Jinqi Luo, Salma Tarmoun, Enrique Mallada, Ren Vidal |
| 2025 | CVPR | Concept Lancet: Image Editing with Compositional Representation Transplant. | Jinqi Luo, Tianjiao Ding, Kwan Ho Ryan Chan, Hancheng Min, Chris Callison-Burch, Ren Vidal |
| 2025 | CVPR | Disentangling Safe and Unsafe Image Corruptions via Anisotropy and Locality. | Ramchandran Muthukumar, Ambar Pal, Jeremias Sulam, Ren Vidal |
| 2025 | ICCV | Learning Interpretable Queries for Explainable Image Classification with Information Pursuit. | Stefan Kolek, Aditya Chattopadhyay, Kwan Ho Ryan Chan, Hctor Andrade-Loarca, Gitta Kutyniok, Ren Vidal |
| 2025 | ICCV | Frequency-Guided Posterior Sampling for Diffusion-Based Image Restoration. | Darshan Thaker, Abhishek Goyal, Ren Vidal |
| 2025 | ICCV | Voyaging into Perpetual Dynamic Scenes from a Single View. | Fengrui Tian, Tianjiao Ding, Jinqi Luo, Hancheng Min, Ren Vidal |
| 2025 | ICLR | InCoDe: Interpretable Compressed Descriptions For Image Generation. | Armand Comas Massague, Aditya Chattopadhyay, Feliu Formosa, Changyu Liu, Octavia I. Camps, Ren Vidal |
| 2025 | ICLR | LoRanPAC: Low-rank Random Features and Pre-trained Models for Bridging Theory and Practice in Continual Learning. | Liangzu Peng, Juan Elenter, Joshua Agterberg, Alejandro Ribeiro, Ren Vidal |
| 2025 | ICML | Guarantees of a Preconditioned Subgradient Algorithm for Overparameterized Asymmetric Low-rank Matrix Recovery. | Paris Giampouras, HanQin Cai, Ren Vidal |
| 2025 | ICML | Gradient Flow Provably Learns Robust Classifiers for Orthonormal GMMs. | Hancheng Min, Ren Vidal |
| 2025 | MICCAI | IP-CRR: Information Pursuit for Interpretable Classification of Chest Radiology Reports. | Yuyan Ge, Kwan Ho Ryan Chan, Pablo Messina, Ren Vidal |
| 2025 | WSDM | Tutorial on Recommendation with Generative Models (Gen-RecSys). | Yashar Deldjoo, Zhankui He, Julian J. McAuley, Anton Korikov, Scott Sanner, Arnau Ramisa, Ren Vidal, Maheswaran Sathiamoorthy, Atoosa Kasirzadeh, Silvia Milano |
| 2024 | ACL | Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation. | Pablo Messina, Ren Vidal, Denis Parra, Alvaro Soto, Vladimir Araujo |
| 2024 | AISTATS | Stochastic Extragradient with Random Reshuffling: Improved Convergence for Variational Inequalities. | Konstantinos Emmanouilidis, Ren Vidal, Nicolas Loizou |
| 2024 | CVPR | Scalable 3D Registration via Truncated Entry-Wise Absolute Residuals. | Tianyu Huang, Liangzu Peng, Ren Vidal, Yun-Hui Liu |
| 2024 | ECCV | Contextual Knowledge Pursuit for Faithful Visual Synthesis. | Jinqi Luo, Kwan Ho Ryan Chan, Dimitris Dimos, Ren Vidal |
| 2024 | ICLR | Bootstrapping Variational Information Pursuit with Large Language and Vision Models for Interpretable Image Classification. | Aditya Chattopadhyay, Kwan Ho Ryan Chan, Ren Vidal |
| 2024 | ICLR | Image Clustering via the Principle of Rate Reduction in the Age of Pretrained Models. | Tianzhe Chu, Shengbang Tong, Tianjiao Ding, Xili Dai, Benjamin David Haeffele, Ren Vidal, Yi Ma |
| 2024 | ICLR | Early Neuron Alignment in Two-layer ReLU Networks with Small Initialization. | Hancheng Min, Enrique Mallada, Ren Vidal |
| 2024 | ICML | Performance Bounds for Active Binary Testing with Information Maximization. | Aditya Chattopadhyay, Benjamin David Haeffele, Ren Vidal, Donald Geman |
| 2024 | ICML | Can Implicit Bias Imply Adversarial Robustness? | Hancheng Min, Ren Vidal |
| 2024 | KDD | A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys). | Yashar Deldjoo, Zhankui He, Julian J. McAuley, Anton Korikov, Scott Sanner, Arnau Ramisa, Ren Vidal, Maheswaran Sathiamoorthy, Atoosa Kasirzadeh, Silvia Milano |
| 2024 | MICCAI | Vertex Proportion Loss for Multi-class Cell Detection from Label Proportions. | Carolina Pacheco, Florence Yellin, Ren Vidal, Benjamin D. Haeffele |
| 2024 | WACV | Semantic-aware Video Representation for Few-shot Action Recognition. | Yutao Tang, Benjamn Bjar, Ren Vidal |
| 2023 | AISTATS | Linear Convergence of Gradient Descent For Finite Width Over-parametrized Linear Networks With General Initialization. | Ziqing Xu, Hancheng Min, Salma Tarmoun, Enrique Mallada, Ren Vidal |
| 2023 | BMVC | Efficient Vision Transformer for Human Pose Estimation via Patch Selection. | Kaleab Alemayehu Kinfu, Ren Vidal |
| 2023 | CVPR | On the Convergence of IRLS and Its Variants in Outlier-Robust Estimation. | Liangzu Peng, Christian Kmmerle, Ren Vidal |
| 2023 | ICLR | Variational Information Pursuit for Interpretable Predictions. | Aditya Chattopadhyay, Kwan Ho Ryan Chan, Benjamin David Haeffele, Donald Geman, Ren Vidal |
| 2023 | ICML | Learning Globally Smooth Functions on Manifolds. | Juan Cervio, Luiz F. O. Chamon, Benjamin David Haeffele, Ren Vidal, Alejandro Ribeiro |
| 2023 | ICML | On the Convergence of Gradient Flow on Multi-layer Linear Models. | Hancheng Min, Ren Vidal, Enrique Mallada |
| 2023 | ICML | The Ideal Continual Learner: An Agent That Never Forgets. | Liangzu Peng, Paris Giampouras, Ren Vidal |
| 2023 | WACV | Learning Graph Variational Autoencoders with Constraints and Structured Priors for Conditional Indoor 3D Scene Generation. | Aditya Chattopadhyay, Xi Zhang, David Paul Wipf, Himanshu Arora, Ren Vidal |
| 2022 | CVPR | Analysis and Extensions of Adversarial Training for Video Classification. | Kaleab Alemayehu Kinfu, Ren Vidal |
| 2022 | CVPR | Weakly-Supervised Generation and Grounding of Visual Descriptions with Conditional Generative Models. | Effrosyni Mavroudi, Ren Vidal |
| 2022 | CVPR | ARCS: Accurate Rotation and Correspondence Search. | Liangzu Peng, Manolis C. Tsakiris, Ren Vidal |
| 2022 | ECCV | Semidefinite Relaxations of Truncated Least-Squares in Robust Rotation Search: Tight or Not. | Liangzu Peng, Mahyar Fazlyab, Ren Vidal |
| 2022 | ICLR | Implicit Bias of Projected Subgradient Method Gives Provable Robust Recovery of Subspaces of Unknown Codimension. | Paris Giampouras, Benjamin David Haeffele, Ren Vidal |
| 2022 | ICML | Understanding Doubly Stochastic Clustering. | Tianjiao Ding, Derek Lim, Ren Vidal, Benjamin D. Haeffele |
| 2022 | ICML | Reverse Engineering ℓ | Darshan Thaker, Paris Giampouras, Ren Vidal |
| 2022 | ICPR | Facial Tic Detection in Untrimmed Videos of Tourette Syndrome Patients. | Yutao Tang, Benjamn Bjar, Joey K.-Y. Essoe, Joseph F. McGuire, Ren Vidal |
| 2022 | WACV | Actor-Centric Tubelets for Real-Time Activity Detection in Extended Videos. | Effrosyni Mavroudi, Prashast Bindal, Ren Vidal |
| 2021 | AISTATS | Dual Principal Component Pursuit for Learning a Union of Hyperplanes: Theory and Algorithms. | Tianyu Ding, Zhihui Zhu, Manolis C. Tsakiris, Ren Vidal, Daniel P. Robinson |
| 2021 | CVPR | Learning a Self-Expressive Network for Subspace Clustering. | Shangzhi Zhang, Chong You, Ren Vidal, Chun-Guang Li |
| 2021 | ICLR | A Critique of Self-Expressive Deep Subspace Clustering. | Benjamin David Haeffele, Chong You, Ren Vidal |
| 2021 | ICML | Dual Principal Component Pursuit for Robust Subspace Learning: Theory and Algorithms for a Holistic Approach. | Tianyu Ding, Zhihui Zhu, Ren Vidal, Daniel P. Robinson |
| 2021 | ICML | A Nullspace Property for Subspace-Preserving Recovery. | Mustafa Devrim Kaba, Chong You, Daniel P. Robinson, Enrique Mallada, Ren Vidal |
| 2021 | ICML | On the Explicit Role of Initialization on the Convergence and Implicit Bias of Overparametrized Linear Networks. | Hancheng Min, Salma Tarmoun, Ren Vidal, Enrique Mallada |
| 2021 | ICML | Understanding the Dynamics of Gradient Flow in Overparameterized Linear models. | Salma Tarmoun, Guilherme Frana, Benjamin D. Haeffele, Ren Vidal |
| 2020 | CVPR | Robust Homography Estimation via Dual Principal Component Pursuit. | Tianjiao Ding, Yunchen Yang, Zhihui Zhu, Daniel P. Robinson, Ren Vidal, Laurent Kneip, Manolis C. Tsakiris |
| 2020 | CVPR | On the Regularization Properties of Structured Dropout. | Ambar Pal, Connor Lane, Ren Vidal, Benjamin D. Haeffele |
| 2020 | ECCV | Representation Learning on Visual-Symbolic Graphs for Video Understanding. | Effrosyni Mavroudi, Benjamn Bjar Haro, Ren Vidal |
| 2020 | ICPR | A Detection-based Approach to Multiview Action Classification in Infants. | Carolina Pacheco, Effrosyni Mavroudi, Elena Kokkoni, Herbert G. Tanner, Ren Vidal |
| 2019 | ICCV | Is an Affine Constraint Needed for Affine Subspace Clustering? | Chong You, Chun-Guang Li, Daniel P. Robinson, Ren Vidal |
| 2019 | ICML | Noisy Dual Principal Component Pursuit. | Tianyu Ding, Zhihui Zhu, Tianjiao Ding, Yunchen Yang, Daniel P. Robinson, Manolis C. Tsakiris, Ren Vidal |
| 2019 | MICCAI | An Optical Model of Whole Blood for Detecting Platelets in Lens-Free Images. | Benjamin D. Haeffele, Christian Pick, Ziduo Lin, Evelien Mathieu, Stuart C. Ray, Ren Vidal |
| 2019 | MICCAI | An Unsupervised Domain Adaptation Approach to Classification of Stem Cell-Derived Cardiomyocytes. | Carolina Pacheco, Ren Vidal |
| 2019 | MICCAI | Joint Holographic Detection and Reconstruction. | Florence Yellin, Benjamn Bjar Haro, Benjamin D. Haeffele, Evelien Mathieu, Christian Pick, Stuart C. Ray, Ren Vidal |
| 2018 | AISTATS | Dropout as a Low-Rank Regularizer for Matrix Factorization. | Jacopo Cavazza, Pietro Morerio, Benjamin D. Haeffele, Connor Lane, Vittorio Murino, Ren Vidal |
| 2018 | BMVC | A Mixed Classification-Regression Framework for 3D Pose Estimation from 2D Images. | Siddharth Mahendran, Haider Ali, Ren Vidal |
| 2018 | CVPR | Multi-Cell Detection and Classification Using a Generative Convolutional Model. | Florence Yellin, Benjamin D. Haeffele, Sophie Roth, Ren Vidal |
| 2018 | ECCV | Convolutional Networks for Object Category and 3D Pose Estimation from 2D Images. | Siddharth Mahendran, Haider Ali, Ren Vidal |
| 2018 | ECCV | A Scalable Exemplar-Based Subspace Clustering Algorithm for Class-Imbalanced Data. | Chong You, Chi Li, Daniel P. Robinson, Ren Vidal |
| 2018 | ICML | ADMM and Accelerated ADMM as Continuous Dynamical Systems. | Guilherme Frana, Daniel P. Robinson, Ren Vidal |
| 2018 | ICML | On the Implicit Bias of Dropout. | Poorya Mianjy, Raman Arora, Ren Vidal |
| 2018 | ICML | Theoretical Analysis of Sparse Subspace Clustering with Missing Entries. | Manolis C. Tsakiris, Ren Vidal |
| 2018 | MICCAI | Recurrent Neural Networks for Classifying Human Embryonic Stem Cell-Derived Cardiomyocytes. | Carolina Pacheco, Ren Vidal |
| 2018 | WACV | End-to-End Fine-Grained Action Segmentation and Recognition Using Conditional Random Field Models and Discriminative Sparse Coding. | Effrosyni Mavroudi, Divya Bhaskara, Shahin Sefati, Haider Ali, Ren Vidal |
| 2017 | CVPR | Global Optimality in Neural Network Training. | Benjamin D. Haeffele, Ren Vidal |
| 2017 | CVPR | Temporal Convolutional Networks for Action Segmentation and Detection. | Colin Lea, Michael D. Flynn, Ren Vidal, Austin Reiter, Gregory D. Hager |
| 2017 | CVPR | 3D Pose Regression Using Convolutional Neural Networks. | Siddharth Mahendran, Haider Ali, Ren Vidal |
| 2017 | CVPR | Provable Self-Representation Based Outlier Detection in a Union of Subspaces. | Chong You, Daniel P. Robinson, Ren Vidal |
| 2017 | ICCV | Curriculum Dropout. | Pietro Morerio, Jacopo Cavazza, Riccardo Volpi, Ren Vidal, Vittorio Murino |
| 2017 | ICIP | High angular resolution light field reconstruction with coded-aperture mask. | Wanxin Qu, Guoqing Zhou, Hao Zhu, Zhaolin Xiao, Qing Wang, Ren Vidal |
| 2017 | ICML | Hyperplane Clustering via Dual Principal Component Pursuit. | Manolis C. Tsakiris, Ren Vidal |
| 2017 | MICCAI | Efficient Reconstruction of Holographic Lens-Free Images by Sparse Phase Recovery. | Benjamin D. Haeffele, Richard Stahl, Geert Vanmeerbeeck, Ren Vidal |
| 2017 | WACV | Deep Moving Poselets for Video Based Action Recognition. | Effrosyni Mavroudi, Lingling Tao, Ren Vidal |
| 2016 | ACSSC | A divide-and-conquer framework for large-scale subspace clustering. | Chong You, Claire Donnat, Daniel P. Robinson, Ren Vidal |
| 2016 | CVPR | Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering. | Chong You, Chun-Guang Li, Daniel P. Robinson, Ren Vidal |
| 2016 | CVPR | Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit. | Chong You, Daniel P. Robinson, Ren Vidal |
| 2016 | ECCV | Segmental Spatiotemporal CNNs for Fine-Grained Action Segmentation. | Colin Lea, Austin Reiter, Ren Vidal, Gregory D. Hager |
| 2016 | ECCV | Temporal Convolutional Networks: A Unified Approach to Action Segmentation. | Colin Lea, Ren Vidal, Austin Reiter, Gregory D. Hager |
| 2016 | ICRA | Learning convolutional action primitives for fine-grained action recognition. | Colin Lea, Ren Vidal, Gregory D. Hager |
| 2016 | MICCAI | Spatial-Angular Sparse Coding for HARDI. | Evan Schwab, Ren Vidal, Nicolas Charon |
| 2015 | CVPR | Structured Sparse Subspace Clustering: A unified optimization framework. | Chun-Guang Li, Ren Vidal |
| 2015 | ICML | Sparse Subspace Clustering with Missing Entries. | Congyuan Yang, Daniel P. Robinson, Ren Vidal |
| 2015 | ICML | Geometric Conditions for Subspace-Sparse Recovery. | Chong You, Ren Vidal |
| 2015 | WACV | An Improved Model for Segmentation and Recognition of Fine-Grained Activities with Application to Surgical Training Tasks. | Colin Lea, Gregory D. Hager, Ren Vidal |
| 2014 | ACSSC | Abstract algebraic-geometric subspace clustering. | Manolis C. Tsakiris, Ren Vidal |
| 2014 | CaiSE | How does Quality of Formalized Software Processes Affect Adoption? | Mara Cecilia Bastarrica, Gerardo Matturro, Romain Robbes, Luis Silvestre, Ren Vidal |
| 2014 | ECCV | Sparse Dictionaries for Semantic Segmentation. | Lingling Tao, Fatih Porikli, Ren Vidal |
| 2014 | ICIP | Kernel sparse subspace clustering. | Vishal M. Patel, Ren Vidal |
| 2014 | ICML | Structured Low-Rank Matrix Factorization: Optimality, Algorithm, and Applications to Image Processing. | Benjamin D. Haeffele, Eric Young, Ren Vidal |
| 2013 | CVPR | Bio-inspired Dynamic 3D Discriminative Skeletal Features for Human Action Recognition. | Rizwan Chaudhry, Ferda Ofli, Gregorij Kurillo, Ruzena Bajcsy, Ren Vidal |
| 2013 | ICCV | Coarse-to-Fine Semantic Video Segmentation Using Supervoxel Trees. | Aastha Jain, Shuanak Chatterjee, Ren Vidal |
| 2013 | ICCV | Hierarchical Joint Max-Margin Learning of Mid and Top Level Representations for Visual Recognition. | Hans Lobel, Ren Vidal, Alvaro Soto |
| 2013 | ICCV | Latent Space Sparse Subspace Clustering. | Vishal M. Patel, Hien Van Nguyen, Ren Vidal |
| 2013 | MICCAI | String Motif-Based Description of Tool Motion for Detecting Skill and Gestures in Robotic Surgery. | Narges Ahmidi, Yixin Gao, Benjamn Bjar Haro, S. Swaroop Vedula, Sanjeev Khudanpur, Ren Vidal, Gregory D. Hager |
| 2013 | MICCAI | A Metamorphosis Distance for Embryonic Cardiac Action Potential Interpolation and Classification. | Giann Gorospe, Laurent Younes, Leslie Tung, Ren Vidal |
| 2013 | MICCAI | Surgical Gesture Segmentation and Recognition. | Lingling Tao, Luca Zappella, Gregory D. Hager, Ren Vidal |
| 2013 | PSIVT | Joint Dictionary and Classifier Learning for Categorization of Images Using a Max-margin Framework. | Hans Lobel, Ren Vidal, Domingo Mery, Alvaro Soto |
| 2013 | WACV | Berkeley MHAD: A comprehensive Multimodal Human Action Database. | Ferda Ofli, Rizwan Chaudhry, Gregorij Kurillo, Ren Vidal, Ruzena Bajcsy |
| 2012 | BMVC | Image Priors for Image Deblurring with Uncertain Blur. | Daniele Perrone, Avinash Ravichandran, Ren Vidal, Paolo Favaro |
| 2012 | CVPR | Group action induced distances for averaging and clustering Linear Dynamical Systems with applications to the analysis of dynamic scenes. | Bijan Afsari, Rizwan Chaudhry, Avinash Ravichandran, Ren Vidal |
| 2012 | CVPR | See all by looking at a few: Sparse modeling for finding representative objects. | Ehsan Elhamifar, Guillermo Sapiro, Ren Vidal |
| 2012 | CVPR | Sequence of the Most Informative Joints (SMIJ): A new representation for human skeletal action recognition. | Ferda Ofli, Rizwan Chaudhry, Gregorij Kurillo, Ren Vidal, Ruzena Bajcsy |
| 2012 | ECCV | Visual Dictionary Learning for Joint Object Categorization and Segmentation. | Aastha Jain, Luca Zappella, Patrick McClure, Ren Vidal |
| 2012 | MICCAI | Surgical Gesture Classification from Video Data. | Benjamn Bjar Haro, Luca Zappella, Ren Vidal |
| 2012 | MICCAI | Estimation of Non-negative ODFs Using the Eigenvalue Distribution of Spherical Functions. | Evan Schwab, Bijan Afsari, Ren Vidal |
| 2011 | CVPR | Robust classification using structured sparse representation. | Ehsan Elhamifar, Ren Vidal |
| 2011 | CVPR | A closed form solution to robust subspace estimation and clustering. | Paolo Favaro, Ren Vidal, Avinash Ravichandran |
| 2011 | CVPR | Using global bag of features models in random fields for joint categorization and segmentation of objects. | Dheeraj Singaraju, Ren Vidal |
| 2011 | CVPR | Distributed computer vision algorithms through distributed averaging. | Roberto Tron, Ren Vidal |
| 2010 | ACCV | A Unified Approach to Segmentation and Categorization of Dynamic Textures. | Avinash Ravichandran, Paolo Favaro, Ren Vidal |
| 2010 | ICASSP | Clustering disjoint subspaces via sparse representation. | Ehsan Elhamifar, Ren Vidal |
| 2009 | CVPR | Intrinsic mean shift for clustering on Stiefel and Grassmann manifolds. | Hasan Ertan etingl, Ren Vidal |
| 2009 | CVPR | Histograms of oriented optical flow and Binet-Cauchy kernels on nonlinear dynamical systems for the recognition of human actions. | Rizwan Chaudhry, Avinash Ravichandran, Gregory D. Hager, Ren Vidal |
| 2009 | CVPR | Sparse subspace clustering. | Ehsan Elhamifar, Ren Vidal |
| 2009 | CVPR | A nonparametric Riemannian framework for processing high angular resolution diffusion images (HARDI). | Alvina Goh, Christophe Lenglet, Paul M. Thompson, Ren Vidal |
| 2009 | CVPR | View-invariant dynamic texture recognition using a bag of dynamical systems. | Avinash Ravichandran, Rizwan Chaudhry, Ren Vidal |
| 2009 | CVPR | P-brush: Continuous valued MRFs with normed pairwise distributions for image segmentation. | Dheeraj Singaraju, Leo J. Grady, Ren Vidal |
| 2009 | MICCAI | Estimating Orientation Distribution Functions with Probability Density Constraints and Spatial Regularity. | Alvina Goh, Christophe Lenglet, Paul M. Thompson, Ren Vidal |
| 2008 | CVPR | Clustering and dimensionality reduction on Riemannian manifolds. | Alvina Goh, Ren Vidal |
| 2008 | CVPR | Motion segmentation via robust subspace separation in the presence of outlying, incomplete, or corrupted trajectories. | Shankar R. Rao, Roberto Tron, Ren Vidal, Yi Ma |
| 2008 | CVPR | Interactive image segmentation via minimization of quadratic energies on directed graphs. | Dheeraj Singaraju, Leo J. Grady, Ren Vidal |
| 2008 | CVPR | Interactive image matting for multiple layers. | Dheeraj Singaraju, Ren Vidal |
| 2008 | ECCV | Segmenting Fiber Bundles in Diffusion Tensor Images. | Alvina Goh, Ren Vidal |
| 2008 | ECCV | Perspective Nonrigid Shape and Motion Recovery. | Richard I. Hartley, Ren Vidal |
| 2008 | ECCV | Video Registration Using Dynamic Textures. | Avinash Ravichandran, Ren Vidal |
| 2007 | CVPR | Segmenting Motions of Different Types by Unsupervised Manifold Clustering. | Alvina Goh, Ren Vidal |
| 2007 | CVPR | Projective Factorization of Multiple Rigid-Body Motions. | Ting Li, Vinutha Kallem, Dheeraj Singaraju, Ren Vidal |
| 2007 | CVPR | A Benchmark for the Comparison of 3-D Motion Segmentation Algorithms. | Roberto Tron, Ren Vidal |
| 2007 | ICCV | DynamicBoost: Boosting Time Series Generated by Dynamical Systems. | Ren Vidal, Paolo Favaro |
| 2006 | ACCV | A Bottom up Algebraic Approach to Motion Segmentation. | Dheeraj Singaraju, Ren Vidal |
| 2006 | ECCV | The Space of Multibody Fundamental Matrices: Rank, Geometry and Projection. | Xiaodong Fan, Ren Vidal |
| 2006 | ECCV | Segmenting Dynamic Textures with Ising Descriptors, ARX Models and Level Sets. | Atiyeh Ghoreyshi, Ren Vidal |
| 2006 | ECCV | Algebraic Methods for Direct and Feature Based Registration of Diffusion Tensor Images. | Alvina Goh, Ren Vidal |
| 2006 | ECCV | Direct Segmentation of Multiple 2-D Motion Models of Different Types. | Dheeraj Singaraju, Ren Vidal |
| 2006 | ECCV | Nonrigid Shape and Motion from Multiple Perspective Views. | Ren Vidal, Daniel Abretske |
| 2006 | ICML | Combined central and subspace clustering for computer vision applications. | Le Lu, Ren Vidal |
| 2005 | CVPR | Optical Flow Estimation and Segmentation of Multiple Moving Dynamic Textures. | Ren Vidal, Avinash Ravichandran |
| 2005 | CVPR | A Closed Form Solution to Direct Motion Segmentation. | Ren Vidal, Dheeraj Singaraju |
| 2005 | ICRA | Multi-Subspace Methods for Motion Segmentation from Affine, Perspective and Central Panoramic Cameras. | Ren Vidal |
| 2004 | CVPR | The Multibody Trifocal Tensor: Motion Segmentation from 3 Perspective Views. | Richard I. Hartley, Ren Vidal |
| 2004 | CVPR | Minimum Effective Dimension for Mixtures of Subspaces: A Robust GPCA Algorithm and Its Applications. | Kun Huang, Yi Ma, Ren Vidal |
| 2004 | CVPR | Motion Segmentation with Missing Data Using PowerFactorization and GPCA. | Ren Vidal, Richard I. Hartley |
| 2004 | CVPR | A New GPCA Algorithm for Clustering Subspaces by Fitting, Differentiating and Dividing Polynomials. | Ren Vidal, Yi Ma, Jacopo Piazzi |
| 2004 | ECCV | A Unified Algebraic Approach to 2-D and 3-D Motion Segmentation. | Ren Vidal, Yi Ma |
| 2004 | SIGGRAPH | Multiple-view geometry for image-based modeling. | Jana Koseck, Yi Ma, Stefano Soatto, Ren Vidal |
| 2003 | CVPR | Omnidirectional Egomotion Estimation From Back-projection Flow. | Omid Shakernia, Ren Vidal, Shankar Sastry |
| 2003 | CVPR | Structure from Small Baseline Motion with Central Panoramic Cameras. | Omid Shakernia, Ren Vidal, Shankar Sastry |
| 2003 | CVPR | Generalized Principal Component Analysis (GPCA). | Ren Vidal, Yi Ma, Shankar Sastry |
| 2003 | CVPR | Optimal Segmentation of Dynamic Scenes from Two Perspective Views. | Ren Vidal, Shankar Sastry |
| 2003 | IROS | Vision-based follow-the-leader. | Noah J. Cowan, Omid Shakernia, Ren Vidal, Shankar Sastry |
| 2003 | ICRA | Multibody motion estimation and segmentation from multiple central panoramic views. | Omid Shakernia, Ren Vidal, Shankar Sastry |
| 2003 | ICRA | Formation control of nonholonomic mobile robots with omnidirectional visual servoing and motion segmentation. | Ren Vidal, Omid Shakernia, Shankar Sastry |
| 2002 | ECCV | Structure from Planar Motions with Small Baselines. | Ren Vidal, John Oliensis |
| 2002 | ICRA | Multiple View Motion Estimation and Control for Landing an Unmanned Aerial Vehicle. | Omid Shakernia, Ren Vidal, Courtney S. Sharp, Yi Ma, Shankar Sastry |
| 2001 | ICCV | Optimal Motion Estimation from Multiview Normalized Epipolar Constraint. | Ren Vidal, Yi Ma, Shawn Hsu, Shankar Sastry |
| 2001 | ICRA | Pursuit-Evasion Games with Unmanned Ground and Aerial Vehicles. | Ren Vidal, Shahid Rashid, Courtney S. Sharp, Omid Shakernia, Jin Kim, Shankar Sastry |
| 2000 | ECCV | Kruppa Equation Revisited: Its Renormalization and Degeneracy. | Yi Ma, Ren Vidal, Jana Kosecka, Shankar Sastry |