| 2025 | CVPR | TailedCore: Few-Shot Sampling for Unsupervised Long-Tail Noisy Anomaly Detection. | Yoon Gyo Jung, Jaewoo Park, Jaeho Yoon, Kuan-Chuan Peng, Wonchul Kim, Andrew Beng Jin Teoh, Octavia I. Camps |
| 2025 | CVPR | 3D-HGS: 3D Half-Gaussian Splatting. | Haolin Li, Jinyang Liu, Mario Sznaier, Octavia I. Camps |
| 2025 | CVPR | REEF: Relevance-Aware and Efficient LLM Adapter for Video Understanding. | Sakib Reza, Xiyun Song, Heather Yu, Zongfang Lin, Mohsen Moghaddam, Octavia I. Camps |
| 2025 | ICLR | InCoDe: Interpretable Compressed Descriptions For Image Generation. | Armand Comas Massague, Aditya Chattopadhyay, Feliu Formosa, Changyu Liu, Octavia I. Camps, Ren Vidal |
| 2024 | CVPR | Solving Masked Jigsaw Puzzles with Diffusion Vision Transformers. | Jinyang Liu, Wondmgezahu Teshome, Sandesh Ghimire, Mario Sznaier, Octavia I. Camps |
| 2024 | ECCV | Face Reconstruction Transfer Attack as Out-of-Distribution Generalization. | Yoon Gyo Jung, Jaewoo Park, Xingbo Dong, Hojin Park, Andrew Beng Jin Teoh, Octavia I. Camps |
| 2024 | ECCV | HAT: History-Augmented Anchor Transformer for Online Temporal Action Localization. | Sakib Reza, Yuexi Zhang, Mohsen Moghaddam, Octavia I. Camps |
| 2024 | IJCAI | FasterVD: On Acceleration of Video Diffusion Models. | Pinrui Yu, Dan Luo, Timothy Rupprecht, Lei Lu, Zhenglun Kong, Pu Zhao, Yanyu Li, Octavia I. Camps, Xue Lin, Yanzhi Wang |
| 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 |
| 2023 | ISMAR | Towards Seamless Egocentric Hand Action Recognition in Mixed Reality. | Sakib Reza, Yuexi Zhang, Octavia I. Camps, Mohsen Moghaddam |
| 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 | CVPR | Towards Visually Explaining Variational Autoencoders. | WenQian Liu, Runze Li, Meng Zheng, Srikrishna Karanam, Ziyan Wu, Bir Bhanu, Richard J. Radke, Octavia I. Camps |
| 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 | 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 | CVPR | DukeMTMC4ReID: A Large-Scale Multi-camera Person Re-identification Dataset. | Mengran Gou, Srikrishna Karanam, WenQian Liu, Octavia I. Camps, Richard J. Radke |
| 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 | ACCV | Gesture Modeling by Hanklet-Based Hidden Markov Model. | Liliana Lo Presti, Marco La Cascia, Stan Sclaroff, 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 |
| 2013 | ISVC | Hierarchical Image Geo-location on a World-Wide Scale. | Alexandru Vasile, Octavia I. Camps |
| 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 |
| 2011 | ISVC | Efficient City-Sized 3D Reconstruction from Ultra-High Resolution Aerial and Ground Video Imagery. | Alexandru Vasile, Luke J. Skelly, Karl Ni, Richard M. Heinrichs, Octavia I. Camps |
| 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 |
| 2006 | CVPR | Modeling Correspondences for Multi-Camera Tracking Using Nonlinear Manifold Learning and Target Dynamics. | Vlad I. Morariu, Octavia I. Camps |
| 2006 | ICPR | Activity Recognition from Silhouettes using Linear Systems and Model (In)validation Techniques. | Roberto Lublinerman, Necmiye Ozay, Dimitrios Zarpalas, 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 |
| 2000 | CVPR | Detection of Obstacles in the Flight Path of an Aircraft. | Tarak Gandhi, Mau-Tsuen Yang, Rangachar Kasturi, Octavia I. Camps, Lee D. Coraor, Jeffrey McCandless |
| 1998 | CVPR | Hierarchical Organization of Appearance-Based Parts and Relations for Object Recognition. | Octavia I. Camps, Chien-Yuan Huang, Tapas Kanungo |
| 1998 | CVPR | 3D Object Depth Recovery from Highlights Using Active Sensor and Illumination Control. | Xilin Yi, Octavia I. Camps |
| 1997 | CVPR | Object Recognition Using Appearance-Based Parts and Relations. | Chien-Yuan Huang, Octavia I. Camps, Tapas Kanungo |
| 1997 | CVPR | Robust Occluding Contour Detection Using the Hausdorff Distance. | Xilin Yi, Octavia I. Camps |
| 1996 | WACV | Detection of obstacles on runway using ego-motion compensation and tracking of significant features. | Tarak Gandhi, Sadashiva Devadiga, Rangachar Kasturi, Octavia I. Camps |
| 1994 | CVPR | Robust feature selection for object recognition using uncertain 2D image data. | Tarak Gandhi, Octavia I. Camps |
| 1993 | CVPR | Bayesian view class determination. | Anjali Pathak, Octavia I. Camps |
| 1992 | ICPR | Gray scale structuring element decomposition. | Octavia I. Camps, Robert M. Haralick, Tapas Kanungo |
| 1992 | IROS | Object Recognition Using Prediction And Probabilistic Match. | Octavia I. Camps, Linda G. Shapiro, Robert M. Haralick |