Maximillian Nickel
4 papers · 2017–2022 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Keywords
riemannian optimization
(1)
representation learning
(1)
few-shot learning
(1)
hierarchical representation
(1)
taxonomy embedding
(1)
concept learning
(1)
knowledge graph
(1)
systematic generalization
(1)
ordinary differential equation
(1)
compositional reasoning
(1)
hyperbolic embedding
(1)
hyperbolic space
(1)
continuous normalizing flow
(1)
similarity score
(1)
manifold data
(1)
symbolic data
(1)
poincare embedding
(1)
lorentz model
(1)
probability path divergence
(1)
log mass conservation
(1)
Papers
Matching Normalizing Flows and Probability Paths on Manifolds
ICML 2022
CURI: A Benchmark for Productive Concept Learning Under Uncertainty
ICML 2021
Learning Continuous Hierarchies in the Lorentz Model of Hyperbolic Geometry
ICML 2018
Poincaré Embeddings for Learning Hierarchical Representations
NeurIPS 2017