Katherine Hermann
8 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (9)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(22)
β
The Questioner
(2)
Conferences
NIPS (5)
ICLR (2)
EMNLP (1)
Top co-authors
Keywords
few-shot learning
(2)
large language model
(2)
representation learning
(2)
shortcut learning
(1)
anomaly detection
(1)
data augmentation
(1)
in-context learning
(1)
text generation
(1)
model architecture
(1)
deep learning
(1)
out-of-distribution generalization
(1)
feature representation
(1)
iterative refinement
(1)
convolutional neural network
(1)
inductive bia
(1)
chain-of-thought prompting
(1)
visual feature
(1)
feature complexity
(1)
residual connection
(1)
human similarity judgment
(1)
Papers
On the Foundations of Shortcut Learning
ICLR 2024
Understanding Visual Feature Reliance through the Lens of Complexity
NIPS 2024
Self-Refine: Iterative Refinement with Self-Feedback
NIPS 2023
Improving neural network representations using human similarity judgments
NIPS 2023
What Makes Chain-of-Thought Prompting Effective? A Counterfactual Study
EMNLP 2023
Learning in temporally structured environments
ICLR 2023
What shapes feature representations? Exploring datasets, architectures, and training
NIPS 2020
The Origins and Prevalence of Texture Bias in Convolutional Neural Networks
NIPS 2020