Frederik Träuble
8 papers · 2021–2023 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)
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Triple Crown
Conferences
ICLR (5)
ICML (2)
NIPS (1)
Top co-authors
Keywords
causal inference
(1)
representation learning
(1)
continual learning
(1)
catastrophic forgetting
(1)
distribution shift
(1)
latent representation
(1)
disentangled representation
(1)
pre-trained model
(1)
pretrained encoder
(1)
backward compatibility
(1)
pre-trained encoder
(1)
key-value memory
(1)
discrete bottleneck
(1)
probabilistic approach
(1)
prediction update
(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
NIPS 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