Claudia Plant
9 papers · 2019–2025 · 7 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🏆 Keyword Champion (3)
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Conference Pioneer
Top co-authors
Research topics
Keywords
deep clustering
(3)
image clustering
(3)
latent representation
(2)
representation learning
(2)
anomaly detection
(1)
causal discovery
(1)
semantic segmentation
(1)
hierarchical clustering
(1)
regularization
(1)
image captioning
(1)
graph representation
(1)
granger causality
(1)
random walk
(1)
centroid-based clustering
(1)
minimum description length
(1)
visual question answering
(1)
link prediction
(1)
long short-term memory
(1)
node classification
(1)
zero-shot learning
(1)
Papers
Breaking the Reclustering Barrier in Centroid-based Deep Clustering
ICLR 2025
MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Shot Learning
ICCV 2025
Weakly Supervised Anomaly Detection via Dual-Tailed Kernel
ICML 2025
Text-Guided Alternative Image Clustering
ACL 2024
Text-Guided Image Clustering
EACL 2024
Causal Discovery in Hawkes Processes by Minimum Description Length
AAAI 2022
Details (Don't) Matter: Isolating Cluster Information in Deep Embedded Spaces
IJCAI 2021
Deep Embedded Non-Redundant Clustering
AAAI 2020
Network Structure and Transfer Behaviors Embedding via Deep Prediction Model
AAAI 2019