Nina Miolane
11 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+6 more ↓ Show less ↑
π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (5) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (18)
π
Conference Polyglot
(5)
π
Academic Marathon
(5)
π
Keyword Champion
(2)
π₯
Mega-Team
(43)
π
Century Club
(11)
β‘
Prolific Year
(5)
Conferences
NIPS (4)
ICML (3)
JMLR (2)
CVPR (1)
ECCV (1)
Top co-authors
Keywords
recurrent neural network
(2)
grid cell
(2)
spatial navigation
(2)
path integration
(2)
medical imaging
(1)
group theory
(1)
signal processing
(1)
message passing
(1)
graph embedding
(1)
functional magnetic resonance imaging
(1)
riemannian manifold
(1)
latent variable model
(1)
neural network architecture
(1)
symmetric positive definite matrix
(1)
group invariance
(1)
brain connectome
(1)
simplicial complex
(1)
invariant feature
(1)
manifold-valued datum
(1)
multi-agent system
(1)
Papers
TopoTune: A Framework for Generalized Combinatorial Complex Neural Networks
ICML 2025
Dynamical phases of short-term memory mechanisms in RNNs
ICML 2025
Global Distortions from Local Rewards: Neural Coding Strategies in Path-Integrating Neural Systems
NIPS 2024
TopoX: A Suite of Python Packages for Machine Learning on Topological Domains
JMLR 2024
Position: Topological Deep Learning is the New Frontier for Relational Learning
ICML 2024
The Selective $G$-Bispectrum and its Inversion: Applications to $G$-Invariant Networks
NIPS 2024
Not so griddy: Internal representations of RNNs path integrating more than one agent
NIPS 2024
A General Framework for Robust G-Invariance in G-Equivariant Networks
NIPS 2023
CryoAI: Amortized Inference of Poses for Ab Initio Reconstruction of 3D Molecular Volumes from Real Cryo-EM Images
ECCV 2022
Geomstats: A Python Package for Riemannian Geometry in Machine Learning
JMLR 2020
Learning Weighted Submanifolds With Variational Autoencoders and Riemannian Variational Autoencoders
CVPR 2020