Travis Desell
6 papers · 2020–2025 · 5 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
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (15) π Conference Polyglot Β· Silver
π
Keyword Champion
(3)
β
The Questioner
π
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(3)
Learning Types Β· Machine Learning
(3)
Deep Learning
(2)
Learning Types Β· Deep Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Learning Paradigms
(1)
Processing
(1)
Understanding
(1)
Keywords
predictive maintenance
(3)
text classification
(2)
text clustering
(2)
zero-shot learning
(1)
self-supervised learning
(1)
data augmentation
(1)
named entity recognition
(1)
part-of-speech tagging
(1)
class imbalance
(1)
mutual information
(1)
lifelong learning
(1)
multivariate time series
(1)
recurrent neural network
(1)
out-of-distribution detection
(1)
spell checking
(1)
self-organizing map
(1)
generative replay
(1)
language resource
(1)
domain-specific terminology
(1)
neural network
(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
MaintNet: A Collaborative Open-Source Library for Predictive Maintenance Language Resources
COLING 2020
NLP Tools for Predictive Maintenance Records in MaintNet
AACL 2020