Shruti Joshi
7 papers · 2020–2026 · 5 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 · Silver
🏃
Academic Marathon · Sprint
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Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
❓
The Questioner
(2)
Venues
Top co-authors
Research topics
Keywords
sparse autoencoder
(2)
compressed sensing
(1)
contrastive learning
(1)
few-shot learning
(1)
real-time control
(1)
variational inference
(1)
transfer learning
(1)
sparse coding
(1)
neural architecture
(1)
compositional generalization
(1)
object manipulation
(1)
optimal control
(1)
disentangled representation
(1)
out-of-distribution detection
(1)
world model
(1)
latent dynamics
(1)
systematic generalization
(1)
evaluation metric
(1)
compositional reasoning
(1)
identifiability theory
(1)
Papers
From Isolation to Entanglement: When Do Interpretability Methods Identify and Disentangle Known Concepts?
ACL 2026
Stop Probing, Start Coding: Why Linear Probes and Sparse Autoencoders Fail at Compositional Generalization
UAI 2026
Who Guards the Guardians? The Challenges of Evaluating Identifiability of Learned Representations
UAI 2026
Learning Robust Dynamics through Variational Sparse Gating
NeurIPS 2022
Dynamic Inference with Neural Interpreters
NeurIPS 2021
Function Contrastive Learning of Transferable Meta-Representations
ICML 2021
TriFinger: An Open-Source Robot for Learning Dexterity
CoRL 2020