Sarah Schwettmann
6 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(17)
🔥
Unstoppable · Bronze
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI · Artificial Intelligence
(4)
Deep Learning
(3)
Machine Learning
(3)
Core Methods
(3)
Computer Vision
(2)
Learning Types
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Reinforcement Learning
(1)
Analysis
(1)
Application Areas
(1)
Applications · Data Science & Analytics
(1)
Applications · Computer Science
(1)
Core AI · Computer Vision
(1)
Keywords
automated interpretability
(2)
neural network
(2)
language model
(2)
cross-modal retrieval
(1)
nearest neighbor
(1)
mutual information
(1)
multimodal retrieval
(1)
visual concept
(1)
latent space
(1)
generative adversarial network
(1)
vision-language model
(1)
image-text retrieval
(1)
visual feature
(1)
frank-wolfe algorithm
(1)
feature interpretation
(1)
natural language description
(1)
failure mode discovery
(1)
nearest neighbor normalization
(1)
perceptually salient
(1)
function description
(1)
Papers
Eliciting Language Model Behaviors with Investigator Agents
ICML 2025
A Multimodal Automated Interpretability Agent
ICML 2024
Nearest Neighbor Normalization Improves Multimodal Retrieval
EMNLP 2024
FIND: A Function Description Benchmark for Evaluating Interpretability Methods
NeurIPS 2023
Natural Language Descriptions of Deep Visual Features
ICLR 2022
Toward a Visual Concept Vocabulary for GAN Latent Space
ICCV 2021