← Authors

Mario Sznaier

21 papers · 2013–2025 · 8 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (12) πŸ—ΊοΈ Taxonomy Completionist (49) 🐝 Cross-Pollinator (15) 🌱 Topic Pioneer 🀝 Dynamic Duo (17) 🧬 Topic Evolution πŸš€ Conference Pioneer πŸ”₯ Unstoppable (11) πŸ’Ž Century Club (21) πŸ—ƒοΈ Keyword Collector (112) πŸ“ˆ Trend Setter

Conferences

CVPR (9) ECCV (3) ICCV (3) L4DC (2) AISTATS (1) ICML (1) NIPS (1) WACV (1)

Top co-authors

Octavia Camps (17) Yin Wang (4) Caglayan Dicle (3) Sandesh Ghimire (3) Christian Fernandez Lopez (2) Mengran Gou (2) Jinyang Liu (2) Xikang Zhang (2) Burak Yilmaz (2) Armand Comas (2)

Research topics

Computer Vision (1)

Keywords

convex optimization (5) outlier detection (4) convex relaxation (2) koopman operator (2) subspace clustering (2) trajectory forecasting (2) sparse optimization (2) dimensionality reduction (2) dynamical system (2) convolutional neural network (2) polynomial optimization (2) semi-definite programming (2) kernel methods (2) pose estimation (1) robust regression (1) anomaly detection (1) image restoration (1) vision transformer (1) robust clustering (1) semidefinite programming (1)

Papers

3D-HGS: 3D Half-Gaussian Splatting CVPR 2025
Solving Masked Jigsaw Puzzles with Diffusion Vision Transformers CVPR 2024
Learning Object-Centric Dynamic Modes from Video and Emerging Properties L4DC 2023
Inferring Relational Potentials in Interacting Systems ICML 2023
Fast Two-View Motion Segmentation Using Christoffel Polynomials ECCV 2022
A Data Driven, Convex Optimization Approach to Learning Koopman Operators L4DC 2021
Dynamic Motion Representation for Human Action Recognition WACV 2020
Key Frame Proposal Network for Efficient Pose Estimation in Videos ECCV 2020
Solving Interpretable Kernel Dimensionality Reduction NIPS 2019
SoS-RSC: A Sum-of-Squares Polynomial Approach to Robustifying Subspace Clustering Algorithms CVPR 2018
DYAN: A Dynamical Atoms-Based Network For Video Prediction ECCV 2018
Iterative Spectral Method for Alternative Clustering AISTATS 2018
MoNet: Moments Embedding Network CVPR 2018
Dynamics Enhanced Multi-Camera Motion Segmentation From Unsynchronized Videos ICCV 2017
Efficient Temporal Sequence Comparison and Classification Using Gram Matrix Embeddings on a Riemannian Manifold CVPR 2016
Subspace Clustering With Priors via Sparse Quadratically Constrained Quadratic Programming CVPR 2016
Solving Temporal Puzzles CVPR 2016
Self Scaled Regularized Robust Regression CVPR 2015
A Convex Optimization Approach to Robust Fundamental Matrix Estimation CVPR 2015
Finding Causal Interactions in Video Sequences ICCV 2013
The Way They Move: Tracking Multiple Targets with Similar Appearance ICCV 2013