Maximilian Nickel
21 papers · 2014–2025 · 9 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (11) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (9) π Cross-Pollinator (14)
π
Cross-Pollinator
(14)
π
Renaissance Researcher
(8)
πΊοΈ
Taxonomy Completionist
(43)
π
Keyword Champion
ποΈ
Keyword Collector
(88)
π
Century Club
(21)
π
Trend Setter
β‘
Prolific Year
(5)
π₯
Unstoppable
(8)
Conferences
NIPS (6)
ICLR (4)
ICML (4)
ACL (2)
CVPR (1)
EMNLP (1)
ICCV (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
normalizing flow
(3)
question answering
(2)
multimodal learning
(2)
generative model
(2)
manifold learning
(2)
benchmark evaluation
(2)
riemannian manifold
(2)
unsupervised learning
(2)
text corpus
(2)
theory of mind
(2)
dataset bia
(2)
information extraction
(1)
lexical semantics
(1)
optimal transport
(1)
zero-shot learning
(1)
generative modeling
(1)
image retrieval
(1)
compositional learning
(1)
density estimation
(1)
contrastive learning
(1)
Papers
Representative Ranking for Deliberation in the Public Sphere
ICML 2025
No Free Delivery Service: Epistemic limits of passive data collection in complex social systems
NIPS 2024
Generalized SchrΓΆdinger Bridge Matching
ICLR 2024
On Kinetic Optimal Probability Paths for Generative Models
ICML 2023
Flow Matching for Generative Modeling
ICLR 2023
Hyperbolic Image-text Representations
ICML 2023
Neural FIM for learning Fisher information metrics from point cloud data
ICML 2023
Semi-Discrete Normalizing Flows through Differentiable Tessellation
NIPS 2022
Neural Spatio-Temporal Point Processes
ICLR 2021
Moser Flow: Divergence-based Generative Modeling on Manifolds
NIPS 2021
Learning Neural Event Functions for Ordinary Differential Equations
ICLR 2021
Riemannian Continuous Normalizing Flows
NIPS 2020
Hyperbolic Graph Neural Networks
NIPS 2019
Revisiting the Evaluation of Theory of Mind through Question Answering
EMNLP 2019
Task-Driven Modular Networks for Zero-Shot Compositional Learning
ICCV 2019
Revisiting the Evaluation of Theory of Mind through Question Answering
IJCNLP 2019
Inferring Concept Hierarchies from Text Corpora via Hyperbolic Embeddings
ACL 2019
Learning Visually Grounded Sentence Representations
NAACL 2018
Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora
ACL 2018
Separating Self-Expression and Visual Content in Hashtag Supervision
CVPR 2018
Reducing the Rank in Relational Factorization Models by Including Observable Patterns
NIPS 2014