Maja Rudolph
9 papers · 2016–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (8) π Cross-Pollinator (13)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(18)
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Interdisciplinary Bridge
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Keyword Champion
(2)
Conferences
ICML (4)
NIPS (3)
ICLR (1)
IJCAI (1)
Top co-authors
Keywords
anomaly detection
(4)
representation learning
(3)
transformation learning
(2)
time series
(2)
exponential family embedding
(2)
self-supervised learning
(2)
word embedding
(2)
probabilistic modeling
(1)
deep learning
(1)
semi-supervised learning
(1)
batch normalization
(1)
zero-shot learning
(1)
kalman filter
(1)
exponential family
(1)
neural ordinary differential equation
(1)
hierarchical modeling
(1)
recurrent neural network
(1)
stochastic differential equation
(1)
labeling budget
(1)
stochastic gradient descent
(1)
Papers
Efficient Integrators for Diffusion Generative Models
ICLR 2024
Zero-Shot Anomaly Detection via Batch Normalization
NIPS 2023
Deep Anomaly Detection under Labeling Budget Constraints
ICML 2023
Modeling Irregular Time Series with Continuous Recurrent Units
ICML 2022
Raising the Bar in Graph-level Anomaly Detection
IJCAI 2022
Latent Outlier Exposure for Anomaly Detection with Contaminated Data
ICML 2022
Neural Transformation Learning for Deep Anomaly Detection Beyond Images
ICML 2021
Structured Embedding Models for Grouped Data
NIPS 2017
Exponential Family Embeddings
NIPS 2016