Tolga Birdal

13

Papers

51

Total Citations

Papers (13)

NRDF: Neural Riemannian Distance Fields for Learning Articulated Pose Priors

Variational Inference for SDEs Driven by Fractional Noise

Fun with Flags: Robust Principal Directions via Flag Manifolds

Probabilistic Sampling of Balanced K-Means using Adiabatic Quantum Computing

CuMPerLay: Learning Cubical Multiparameter Persistence Vectorizations

Alignist: CAD-Informed Orientation Distribution Estimation by Fusing Shape and Correspondences

Copresheaf Topological Neural Networks: A Generalized Deep Learning Framework

Forecasting Continuous Non-Conservative Dynamical Systems in SO(3)

Position: Topological Deep Learning is the New Frontier for Relational Learning

A Flag Decomposition for Hierarchical Datasets

Large Learning Rates Simultaneously Achieve Robustness to Spurious Correlations and Compressibility

HyperSDFusion: Bridging Hierarchical Structures in Language and Geometry for Enhanced 3D Text2Shape Generation

Dyn-HaMR: Recovering 4D Interacting Hand Motion from a Dynamic Camera