Travis Desell
7 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (5)
π
Cross-Pollinator
(12)
π
Renaissance Researcher
(5)
π
Keyword Champion
(3)
π
Conference Pioneer
β
The Questioner
Conferences
AAAI (2)
AACL (1)
ACL (1)
COLING (1)
ICLR (1)
IJCNLP (1)
Top co-authors
Keywords
predictive maintenance
(3)
text clustering
(2)
issue classification
(2)
feedback strategy
(2)
class imbalance
(2)
neural network
(2)
text classification
(2)
technical text
(2)
recurrent neural network
(1)
unsupervised learning
(1)
self-organizing map
(1)
generative replay
(1)
language resource
(1)
domain-specific terminology
(1)
convolutional transformer
(1)
maintenance logbook
(1)
technical text classification
(1)
resampling strategy
(1)
self organizing map
(1)
spell checking
(1)
Papers
Can We Ignore Labels in Out of Distribution Detection?
ICLR 2025
Predictive Maintenance for General Aviation Using Convolutional Transformers
AAAI 2022
Reducing Catastrophic Forgetting in Self Organizing Maps with Internally-Induced Generative Replay (Student Abstract)
AAAI 2022
Handling Extreme Class Imbalance in Technical Logbook Datasets
ACL 2021
Handling Extreme Class Imbalance in Technical Logbook Datasets
IJCNLP 2021
NLP Tools for Predictive Maintenance Records in MaintNet
AACL 2020
MaintNet: A Collaborative Open-Source Library for Predictive Maintenance Language Resources
COLING 2020