Martin V. Butz
4 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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Hot Topic Early Bird
Conferences
ICLR (2)
ICML (1)
NIPS (1)
Top co-authors
Keywords
model-based planning
(1)
reinforcement learning
(1)
sparse representation
(1)
out-of-distribution generalization
(1)
partially observable domains
(1)
spatiotemporal modeling
(1)
recurrent neural network
(1)
physics-informed neural network
(1)
partial differential equation
(1)
inductive bia
(1)
physics-aware neural network
(1)
latent state
(1)
spatiotemporal process
(1)
finite volume method
(1)
advection-diffusion process
(1)
Papers
Learning Hierarchical World Models with Adaptive Temporal Abstractions from Discrete Latent Dynamics
ICLR 2024
Learning What and Where: Disentangling Location and Identity Tracking Without Supervision
ICLR 2023
Composing Partial Differential Equations with Physics-Aware Neural Networks
ICML 2022
Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains
NIPS 2021