Tankred Saanum
4 papers · 2023–2025 · 2 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
Jump to papers ↓
๐
Conference Polyglot ยท Bronze
๐
Interdisciplinary Bridge ยท Bronze
๐บ๏ธ
Taxonomy Completionist
(11)
๐ฃ
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
information theory
(1)
representation learning
(1)
reinforcement learning
(1)
temporal difference learning
(1)
in-context learning
(1)
mutual information
(1)
continuous control
(1)
model-based reinforcement learning
(1)
data compression
(1)
autoregressive model
(1)
mutual information minimization
(1)
world model
(1)
latent dynamics
(1)
sparse autoencoder
(1)
multimodal data
(1)
residual stream
(1)
contrastive training
(1)
human alignment
(1)
pretrained neural network
(1)
image-based learning
(1)
Papers
Sparse Autoencoders Reveal Temporal Difference Learning in Large Language Models
ICLR 2025
Evaluating alignment between humans and neural network representations in image-based learning tasks
NeurIPS 2024
Simplifying Latent Dynamics with Softly State-Invariant World Models
NeurIPS 2024
Reinforcement Learning with Simple Sequence Priors
NeurIPS 2023