Julius Adebayo
7 papers · 2018–2025 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot (2) 🏃 Academic Marathon (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
ICLR (4)
NIPS (3)
Top co-authors
Keywords
feature attribution
(2)
model debugging
(2)
model interpretability
(1)
edge detection
(1)
saliency map
(1)
convolutional neural network
(1)
out-of-distribution detection
(1)
influence function
(1)
model explanation
(1)
explanation evaluation
(1)
slice discovery
(1)
saliency method
(1)
explainable ai
(1)
influence embedding
(1)
feature importance
(1)
Papers
Concept Bottleneck Language Models For Protein Design
ICLR 2025
Concept Bottleneck Generative Models
ICLR 2024
Quantifying and Mitigating the Impact of Label Errors on Model Disparity Metrics
ICLR 2023
Error Discovery By Clustering Influence Embeddings
NIPS 2023
Post hoc Explanations may be Ineffective for Detecting Unknown Spurious Correlation
ICLR 2022
Debugging Tests for Model Explanations
NIPS 2020
Sanity Checks for Saliency Maps
NIPS 2018