Sznaier, Mario

41 publications

CVPR 2025 3D-HGS: 3D Half-Gaussian Splatting Haolin Li, Jinyang Liu, Mario Sznaier, Octavia Camps

NeurIPS 2025 Generalization Error Analysis for Selective State-Space Models Through the Lens of Attention Arya Honarpisheh, Mustafa Bozdag, Octavia Camps, Mario Sznaier

TMLR 2025 SAIF: Sparse Adversarial and Imperceptible Attack Framework Tooba Imtiaz, Morgan R Kohler, Jared F Miller, Zifeng Wang, Masih Eskandar, Mario Sznaier, Octavia Camps, Jennifer Dy

CVPR 2024 Solving Masked Jigsaw Puzzles with Diffusion Vision Transformers Jinyang Liu, Wondmgezahu Teshome, Sandesh Ghimire, Mario Sznaier, Octavia Camps

ICML 2023 Inferring Relational Potentials in Interacting Systems Armand Comas, Yilun Du, Christian Fernandez Lopez, Sandesh Ghimire, Mario Sznaier, Joshua B. Tenenbaum, Octavia Camps

L4DC 2023 Learning Object-Centric Dynamic Modes from Video and Emerging Properties Armand Comas, Christian Fernandez Lopez, Sandesh Ghimire, Haolin Li, Mario Sznaier, Octavia Camps

ECCV 2022 Fast Two-View Motion Segmentation Using Christoffel Polynomials Bengisu Ozbay, Octavia Camps, Mario Sznaier

L4DC 2021 A Data Driven, Convex Optimization Approach to Learning Koopman Operators Mario Sznaier

WACV 2020 Dynamic Motion Representation for Human Action Recognition Sadjad Asghari-Esfeden, Mario Sznaier, Octavia Camps

ECCV 2020 Key Frame Proposal Network for Efficient Pose Estimation in Videos Yuexi Zhang, Yin Wang, Octavia Camps, Mario Sznaier

NeurIPS 2019 Solving Interpretable Kernel Dimensionality Reduction Chieh Wu, Jared Miller, Yale Chang, Mario Sznaier, Jennifer Dy

ECCV 2018 DYAN: A Dynamical Atoms-Based Network for Video Prediction Wenqian Liu, Abhishek Sharma, Octavia Camps, Mario Sznaier

AISTATS 2018 Iterative Spectral Method for Alternative Clustering Chieh Wu, Stratis Ioannidis, Mario Sznaier, Xiangyu Li, David R. Kaeli, Jennifer G. Dy

ICCV 2017 Dynamics Enhanced Multi-Camera Motion Segmentation from Unsynchronized Videos Xikang Zhang, Bengisu Ozbay, Mario Sznaier, Octavia Camps

ICCVW 2017 moM: Mean of Moments Feature for Person Re-Identification Mengran Gou, Octavia I. Camps, Mario Sznaier

CVPR 2016 Efficient Temporal Sequence Comparison and Classification Using Gram Matrix Embeddings on a Riemannian Manifold Xikang Zhang, Yin Wang, Mengran Gou, Mario Sznaier, Octavia Camps

ECCV 2016 Jensen Bregman LogDet Divergence Optimal Filtering in the Manifold of Positive Definite Matrices Yin Wang, Octavia I. Camps, Mario Sznaier, Biel Roig-Solvas

CVPR 2016 Solving Temporal Puzzles Caglayan Dicle, Burak Yilmaz, Octavia Camps, Mario Sznaier

CVPR 2016 Subspace Clustering with Priors via Sparse Quadratically Constrained Quadratic Programming Yongfang Cheng, Yin Wang, Mario Sznaier, Octavia Camps

CVPR 2015 A Convex Optimization Approach to Robust Fundamental Matrix Estimation Yongfang Cheng, Jose A. Lopez, Octavia Camps, Mario Sznaier

CVPR 2015 Self Scaled Regularized Robust Regression Yin Wang, Caglayan Dicle, Mario Sznaier, Octavia Camps

ECCV 2014 Person Re-Identification Using Kernel-Based Metric Learning Methods Fei Xiong, Mengran Gou, Octavia I. Camps, Mario Sznaier

ICCV 2013 Finding Causal Interactions in Video Sequences Mustafa Ayazoglu, Burak Yilmaz, Mario Sznaier, Octavia Camps

ICCV 2013 The Way They Move: Tracking Multiple Targets with Similar Appearance Caglayan Dicle, Octavia I. Camps, Mario Sznaier

CVPR 2012 Cross-View Activity Recognition Using Hankelets Binlong Li, Octavia I. Camps, Mario Sznaier

ECCV 2012 Dynamic Context for Tracking Behind Occlusions Fei Xiong, Octavia I. Camps, Mario Sznaier

CVPR 2012 Fast Algorithms for Structured Robust Principal Component Analysis Mustafa Ayazoglu, Mario Sznaier, Octavia I. Camps

CVPR 2011 Activity Recognition Using Dynamic Subspace Angles Binlong Li, Mustafa Ayazoglu, Teresa Mao, Octavia I. Camps, Mario Sznaier

ICCV 2011 Dynamic Subspace-Based Coordinated Multicamera Tracking Mustafa Ayazoglu, Binlong Li, Caglayan Dicle, Mario Sznaier, Octavia I. Camps

ICCV 2011 Low Order Dynamics Embedding for High Dimensional Time Series Fei Xiong, Octavia I. Camps, Mario Sznaier

ECCV 2010 Euclidean Structure Recovery from Motion in Perspective Image Sequences via Hankel Rank Minimization Mustafa Ayazoglu, Mario Sznaier, Octavia I. Camps

CVPR 2010 GPCA with Denoising: A Moments-Based Convex Approach Necmiye Ozay, Mario Sznaier, Constantino M. Lagoa, Octavia I. Camps

CVPR 2008 Fast Track Matching and Event Detection Tao Ding, Mario Sznaier, Octavia I. Camps

CVPR 2008 Sequential Sparsification for Change Detection Necmiye Ozay, Mario Sznaier, Octavia I. Camps

ICCV 2007 A Rank Minimization Approach to Video Inpainting Tao Ding, Mario Sznaier, Octavia I. Camps

CVPR 2006 Dynamic Appearance Modeling for Human Tracking Hwasup Lim, Octavia I. Camps, Mario Sznaier, Vlad I. Morariu

CVPR 2006 Dynamics Based Robust Motion Segmentation Roberto Lublinerman, Mario Sznaier, Octavia I. Camps

CVPR 2005 A Caratheodory-Fejer Approach to Dynamic Appearance Modeling Hwasup Lim, Octavia I. Camps, Mario Sznaier

ICCV 2005 Robust Structure from Motion and Identified Dynamics Benjamin R. Fransen, Octavia I. Camps, Mario Sznaier

ICCV 2003 A Caratheodory-Fejer Approach to Robust Multiframe Tracking Octavia I. Camps, Hwasup Lim, Cecilia Mazzaro, Mario Sznaier

CVPR 2001 Segmentation for Robust Tracking in the Presence of Severe Occlusion Camillo Gentile, Octavia I. Camps, Mario Sznaier