Frederik Träuble
8 papers · 2021–2023 · 3 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
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
👑
Triple Crown
Venues
Top co-authors
Research topics
Keywords
representation learning
(3)
disentangled representation
(3)
causal inference
(2)
reinforcement learning
(2)
sim-to-real transfer
(2)
domain generalization
(2)
out-of-distribution generalization
(2)
prediction update
(1)
transfer learning
(1)
independent component analysis
(1)
weakly supervised learning
(1)
nonlinear identifiability
(1)
distribution shift
(1)
latent representation
(1)
continual learning
(1)
variational autoencoder
(1)
pre-trained model
(1)
pre-trained representation
(1)
latent factor
(1)
pretrained encoder
(1)
Papers
DCI-ES: An Extended Disentanglement Framework with Connections to Identifiability
ICLR 2023
Discrete Key-Value Bottleneck
ICML 2023
The Role of Pretrained Representations for the OOD Generalization of RL Agents
ICLR 2022
Visual Representation Learning Does Not Generalize Strongly Within the Same Domain
ICLR 2022
Backward-Compatible Prediction Updates: A Probabilistic Approach
NeurIPS 2021
CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning
ICLR 2021
On Disentangled Representations Learned from Correlated Data
ICML 2021
On the Transfer of Disentangled Representations in Realistic Settings
ICLR 2021