Mario Sznaier
21 papers · 2013–2025 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (47) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Pioneer
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Topic Evolution
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Dynamic Duo
(17)
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Conference Pioneer
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Unstoppable Β· Silver
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Century Club Β· Bronze
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Keyword Collector
(107)
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Top co-authors
Research topics
Keywords
convex optimization
(5)
outlier detection
(4)
semidefinite programming
(3)
convex relaxation
(2)
subspace clustering
(2)
trajectory forecasting
(2)
koopman operator
(2)
polynomial optimization
(2)
convolutional neural network
(2)
dimensionality reduction
(2)
dynamical system
(2)
sparse optimization
(2)
kernel methods
(2)
pose estimation
(1)
robust regression
(1)
anomaly detection
(1)
image restoration
(1)
vision transformer
(1)
robust clustering
(1)
scene reconstruction
(1)
Papers
3D-HGS: 3D Half-Gaussian Splatting
CVPR 2025
Solving Masked Jigsaw Puzzles with Diffusion Vision Transformers
CVPR 2024
Inferring Relational Potentials in Interacting Systems
ICML 2023
Learning Object-Centric Dynamic Modes from Video and Emerging Properties
L4DC 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
NeurIPS 2019
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
SoS-RSC: A Sum-of-Squares Polynomial Approach to Robustifying Subspace Clustering Algorithms
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
Solving Temporal Puzzles
CVPR 2016
Subspace Clustering With Priors via Sparse Quadratically Constrained Quadratic Programming
CVPR 2016
A Convex Optimization Approach to Robust Fundamental Matrix Estimation
CVPR 2015
Self Scaled Regularized Robust Regression
CVPR 2015
Finding Causal Interactions in Video Sequences
ICCV 2013
The Way They Move: Tracking Multiple Targets with Similar Appearance
ICCV 2013