| 2025 | CVPR | 3D-HGS: 3D Half-Gaussian Splatting. | Haolin Li, Jinyang Liu, Mario Sznaier, Octavia I. Camps |
| 2024 | CVPR | Solving Masked Jigsaw Puzzles with Diffusion Vision Transformers. | Jinyang Liu, Wondmgezahu Teshome, Sandesh Ghimire, Mario Sznaier, Octavia I. Camps |
| 2023 | ICML | Inferring Relational Potentials in Interacting Systems. | Armand Comas Massague, Yilun Du, Christian Fernandez Lopez, Sandesh Ghimire, Mario Sznaier, Joshua B. Tenenbaum, Octavia I. Camps |
| 2022 | ECCV | Fast Two-View Motion Segmentation Using Christoffel Polynomials. | Bengisu zbay, Octavia I. Camps, Mario Sznaier |
| 2022 | ESANN | Dynamics-aware Representation Learning via Multivariate Time Series Transformers. | Michael Potter, Ilkay Yildiz Potter, Octavia I. Camps, Mario Sznaier |
| 2020 | ECCV | Key Frame Proposal Network for Efficient Pose Estimation in Videos. | Yuexi Zhang, Yin Wang, Octavia I. Camps, Mario Sznaier |
| 2020 | WACV | Dynamic Motion Representation for Human Action Recognition. | Sadjad Asghari-Esfeden, Mario Sznaier, Octavia I. Camps |
| 2018 | AISTATS | Iterative Spectral Method for Alternative Clustering. | Chieh Wu, Stratis Ioannidis, Mario Sznaier, Xiangyu Li, David R. Kaeli, Jennifer G. Dy |
| 2018 | CVPR | MoNet: Moments Embedding Network. | Mengran Gou, Fei Xiong, Octavia I. Camps, Mario Sznaier |
| 2018 | CVPR | SoS-RSC: A Sum-of-Squares Polynomial Approach to Robustifying Subspace Clustering Algorithms. | Mario Sznaier, Octavia I. Camps |
| 2018 | ECCV | DYAN: A Dynamical Atoms-Based Network for Video Prediction. | WenQian Liu, Abhishek Sharma, Octavia I. Camps, Mario Sznaier |
| 2017 | ICCV | Dynamics Enhanced Multi-camera Motion Segmentation from Unsynchronized Videos. | Xikang Zhang, Bengisu zbay, Mario Sznaier, Octavia I. Camps |
| 2016 | BMVC | Person Re-identification in Appearance Impaired Scenarios. | Mengran Gou, Xikang Zhang, Angels Rates-Borras, Sadjad Asghari-Esfeden, Octavia I. Camps, Mario Sznaier |
| 2016 | CVPR | Subspace Clustering with Priors via Sparse Quadratically Constrained Quadratic Programming. | Yongfang Cheng, Yin Wang, Mario Sznaier, Octavia I. Camps |
| 2016 | CVPR | Solving Temporal Puzzles. | Caglayan Dicle, Burak Yilmaz, Octavia I. Camps, Mario Sznaier |
| 2016 | CVPR | Efficient Temporal Sequence Comparison and Classification Using Gram Matrix Embeddings on a Riemannian Manifold. | Xikang Zhang, Yin Wang, Mengran Gou, Mario Sznaier, Octavia I. Camps |
| 2016 | ECCV | Jensen Bregman LogDet Divergence Optimal Filtering in the Manifold of Positive Definite Matrices. | Yin Wang, Octavia I. Camps, Mario Sznaier, Biel Roig-Solvas |
| 2015 | CVPR | A convex optimization approach to robust fundamental matrix estimation. | Yongfang Cheng, Jose A. Lopez, Octavia I. Camps, Mario Sznaier |
| 2015 | CVPR | Self Scaled Regularized Robust Regression. | Yin Wang, Caglayan Dicle, Mario Sznaier, Octavia I. Camps |
| 2014 | ECCV | Person Re-Identification Using Kernel-Based Metric Learning Methods. | Fei Xiong, Mengran Gou, Octavia I. Camps, Mario Sznaier |
| 2013 | ICCV | Finding Causal Interactions in Video Sequences. | Mustafa Ayazoglu, Burak Yilmaz, Mario Sznaier, Octavia I. Camps |
| 2013 | ICCV | The Way They Move: Tracking Multiple Targets with Similar Appearance. | Caglayan Dicle, Octavia I. Camps, Mario Sznaier |
| 2012 | CVPR | Fast algorithms for structured robust principal component analysis. | Mustafa Ayazoglu, Mario Sznaier, Octavia I. Camps |
| 2012 | CVPR | Cross-view activity recognition using Hankelets. | Binlong Li, Octavia I. Camps, Mario Sznaier |
| 2012 | ECCV | Dynamic Context for Tracking behind Occlusions. | Fei Xiong, Octavia I. Camps, Mario Sznaier |
| 2011 | CVPR | Activity recognition using dynamic subspace angles. | Binlong Li, Mustafa Ayazoglu, Teresa Mao, Octavia I. Camps, Mario Sznaier |
| 2011 | ICCV | Dynamic subspace-based coordinated multicamera tracking. | Mustafa Ayazoglu, Binlong Li, Caglayan Dicle, Mario Sznaier, Octavia I. Camps |
| 2011 | ICCV | Low order dynamics embedding for high dimensional time series. | Fei Xiong, Octavia I. Camps, Mario Sznaier |
| 2010 | CVPR | GPCA with denoising: A moments-based convex approach. | Necmiye Ozay, Mario Sznaier, Constantino M. Lagoa, Octavia I. Camps |
| 2010 | ECCV | Euclidean Structure Recovery from Motion in Perspective Image Sequences via Hankel Rank Minimization. | Mustafa Ayazoglu, Mario Sznaier, Octavia I. Camps |
| 2008 | CVPR | Fast track matching and event detection. | Tao Ding, Mario Sznaier, Octavia I. Camps |
| 2008 | CVPR | Sequential sparsification for change detection. | Necmiye Ozay, Mario Sznaier, Octavia I. Camps |
| 2007 | ICCV | A Rank Minimization Approach to Video Inpainting. | Tao Ding, Mario Sznaier, Octavia I. Camps |
| 2006 | CVPR | Dynamic Appearance Modeling for Human Tracking. | Hwasup Lim, Octavia I. Camps, Mario Sznaier, Vlad I. Morariu |
| 2006 | CVPR | Dynamics Based Robust Motion Segmentation. | Roberto Lublinerman, Mario Sznaier, Octavia I. Camps |
| 2005 | CVPR | A Caratheodory-Fejer Approach to Dynamic Appearance Modeling. | Hwasup Lim, Octavia I. Camps, Mario Sznaier |
| 2005 | ICCV | Robust Structure from Motion and Identified Dynamics. | Benjamin R. Fransen, Octavia I. Camps, Mario Sznaier |
| 2003 | ICCV | A Caratheodory-Fejer Approach to Robust Multiframe Tracking. | Octavia I. Camps, Hwasup Lim, Cecilia Mazzaro, Mario Sznaier |
| 2001 | CVPR | Segmentation for Robust Tracking in the Presence of Severe Occlusion. | Camillo Gentile, Octavia I. Camps, Mario Sznaier |
| 1999 | IJCNN | An improved Voronoi-diagram based neural net for pattern classification. | Camillo Gentile, Mario Sznaier |