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Scott Howland
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 8
Top Topics
Machine Learning
Language Understanding
Contextual Constraints
Structured Representations
Top Venues
CoRR
TAG-ML
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Publications
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Scott Howland
,
Lara Kassab
,
Keerti Kappagantula
,
Henry Kvinge
,
Tegan Emerson
Parameters, Properties, and Process: Conditional Neural Generation of Realistic SEM Imagery Towards ML-assisted Advanced Manufacturing.
CoRR
(2023)
Lara Kassab
,
Scott Howland
,
Henry Kvinge
,
Keerti Sahithi Kappagantula
,
Tegan Emerson
TopTemp: Parsing Precipitate Structure from Temper Topology.
CoRR
(2022)
Matthew Setzler
,
Scott Howland
,
Lauren A. Phillips
Recursive Decoding: A Situated Cognition Approach to Compositional Generation in Grounded Language Understanding.
CoRR
(2022)
Lara Kassab
,
Scott Howland
,
Henry Kvinge
,
Keerti Sahithi Kappagantula
,
Tegan Emerson
TopTemp: Parsing Precipitate Structure from Temper Topology.
TAG-ML
(2022)
Jung H. Lee
,
Henry J. Kvinge
,
Scott Howland
,
Zachary New
,
John Buckheit
,
Lauren A. Phillips
,
Elliott Skomski
,
Jessica Hibler
,
Courtney D. Corley
,
Nathan O. Hodas
Adaptive Transfer Learning: a simple but effective transfer learning.
CoRR
(2021)
Henry Kvinge
,
Colby Wight
,
Sarah Akers
,
Scott Howland
,
Woongjo Choi
,
Xiaolong Ma
,
Luke Gosink
,
Elizabeth Jurrus
,
Keerti Kappagantula
,
Tegan H. Emerson
A Topological-Framework to Improve Analysis of Machine Learning Model Performance.
CoRR
(2021)
Henry Kvinge
,
Scott Howland
,
Nico Courts
,
Lauren A. Phillips
,
John Buckheit
,
Zachary New
,
Elliott Skomski
,
Jung H. Lee
,
Sandeep Tiwari
,
Jessica Hibler
,
Courtney D. Corley
,
Nathan O. Hodas
One Representation to Rule Them All: Identifying Out-of-Support Examples in Few-shot Learning with Generic Representations.
CoRR
(2021)
Nathan Hilliard
,
Lawrence Phillips
,
Scott Howland
,
Artëm Yankov
,
Courtney D. Corley
,
Nathan O. Hodas
Few-Shot Learning with Metric-Agnostic Conditional Embeddings.
CoRR
(2018)