Kelsey Allen
7 papers · 2014–2023 · 6 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (9) π£ Hot Topic Early Bird π Cross-Pollinator (11)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
Conferences
NIPS (2)
AISTATS (1)
EMNLP (1)
ICLR (1)
ICML (1)
RSS (1)
Top co-authors
Keywords
differentiable physics
(2)
few-shot learning
(1)
bayesian nonparametrics
(1)
variational inference
(1)
unsupervised clustering
(1)
gradient-based optimization
(1)
prototype learning
(1)
information retrieval
(1)
gradient estimation
(1)
low-rank approximation
(1)
nystrom approximation
(1)
tree structure
(1)
end-to-end learning
(1)
tool use
(1)
airfoil design
(1)
inverse design
(1)
dual encoder
(1)
negative mining
(1)
softmax approximation
(1)
task and motion planning
(1)
Papers
Improving Dual-Encoder Training through Dynamic Indexes for Negative Mining
AISTATS 2023
Inverse Design for Fluid-Structure Interactions using Graph Network Simulators
NIPS 2022
Learning sparse relational transition models
ICLR 2019
Infinite Mixture Prototypes for Few-shot Learning
ICML 2019
Differentiable Physics and Stable Modes for Tool-Use and Manipulation Planning
RSS 2018
End-to-End Differentiable Physics for Learning and Control
NIPS 2018
Detecting Disagreement in Conversations using Pseudo-Monologic Rhetorical Structure
EMNLP 2014