Lukas Ruff
6 papers · 2018–2023 · 4 conferences · across top CS/AI conferences
Achievements
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๐ Conference Polyglot (4) ๐ Academic Marathon (5) ๐ Interdisciplinary Bridge ๐บ๏ธ Taxonomy Completionist (10) ๐งญ Keyword Pioneer
๐
Cross-Pollinator
(15)
Conferences
ICLR (2)
ICML (2)
ACL (1)
NIPS (1)
Top co-authors
Keywords
one-class classification
(2)
transfer learning
(1)
anomaly detection
(1)
image synthesis
(1)
deep learning
(1)
diffusion model
(1)
inductive bia
(1)
classifier-free guidance
(1)
adversarial example
(1)
unsupervised anomaly detection
(1)
support vector data description
(1)
semantic anomaly
(1)
representation transfer
(1)
segmentation mask
(1)
text anomaly detection
(1)
multi-context learning
(1)
large-scale generation
(1)
self-attention mechanism
(1)
text anomaly
(1)
Papers
DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology
NIPS 2023
Explainable Deep One-Class Classification
ICLR 2021
Transfer-Based Semantic Anomaly Detection
ICML 2021
Deep Semi-Supervised Anomaly Detection
ICLR 2020
Self-Attentive, Multi-Context One-Class Classification for Unsupervised Anomaly Detection on Text
ACL 2019
Deep One-Class Classification
ICML 2018