Guillaume Leclerc
7 papers · 2022–2023 · 3 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 ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(20)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Core AI · Artificial Intelligence
(6)
Deep Learning
(3)
Application Areas
(3)
Optimization & Theory
(3)
Core Methods
(2)
Learning Types
(2)
Models
(2)
Computer Vision
(1)
Security & Privacy
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
influence function
(2)
adversarial perturbation
(2)
adversarial robustness
(1)
data poisoning
(1)
computer vision
(1)
robust statistics
(1)
model analysis
(1)
neural representation
(1)
feature attribution
(1)
efficient computing
(1)
data representation
(1)
feature representation
(1)
model debugging
(1)
outlier detection
(1)
machine learning security
(1)
image editing
(1)
backdoor attack
(1)
random projection
(1)
diffusion model
(1)
image generation
(1)
Papers
FFCV: Accelerating Training by Removing Data Bottlenecks
CVPR 2023
Raising the Cost of Malicious AI-Powered Image Editing
ICML 2023
Rethinking Backdoor Attacks
ICML 2023
TRAK: Attributing Model Behavior at Scale
ICML 2023
3DB: A Framework for Debugging Computer Vision Models
NeurIPS 2022
Adversarially trained neural representations may already be as robust as corresponding biological neural representations
ICML 2022
Datamodels: Understanding Predictions with Data and Data with Predictions
ICML 2022