Jim Davis

40 papers A* 2A 2B 3C 1Misc 3Journal 20Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Unified Revisit of Temperature in Classification-Based Knowledge Distillation.
CoRR
Logan Frank, Jim Davis
2025 J jnl
Making Better Mistakes in CLIP-Based Zero-Shot Classification with Hierarchy-Aware Language Prompts.
CoRR
Tong Liang, Jim Davis
2025 J jnl
Naturally constrained reject option classification.
Mach. Vis. Appl.
Nicholas Kashani Motlagh, Jim Davis, Tim Anderson, Jeremy Gwinnup
2025 A* conf
What Makes a Good Dataset for Knowledge Distillation?
CVPR
Logan Frank, Jim Davis
2024 — conf
Assessing the Role of Imagery in Multimodal Machine Translation.
WMT
Nicholas Kashani Motlagh, Jim Davis, Jeremy Gwinnup, Grant Erdmann, Tim Anderson
2024 J jnl
Deep Learning Improvements for Sparse Spatial Field Reconstruction.
CoRR
Robert Sunderhaft, Logan Frank, Jim Davis
2024 A conf
Design Choices for Enhancing Noisy Student Self-Training.
WACV
Aswathnarayan Radhakrishnan, Jim Davis, Zachary Rabin, Benjamin Lewis, Matthew Scherreik, Roman Ilin
2024 J jnl
Effects of Common Regularization Techniques on Open-Set Recognition.
CoRR
Zachary Rabin, Jim Davis, Benjamin Lewis, Matthew Scherreik
2024 J jnl
Overfitting In Contrastive Learning?
CoRR
Zachary Rabin, Jim Davis, Benjamin Lewis, Matthew Scherreik
2024 J jnl
What Makes a Good Dataset for Knowledge Distillation?
CoRR
Logan Frank, Jim Davis
2023 J jnl
Data-Free Knowledge Distillation Using Adversarially Perturbed OpenGL Shader Images.
CoRR
Logan Frank, Jim Davis
2023 J jnl
Enhancing Self-Training Methods.
CoRR
Aswathnarayan Radhakrishnan, Jim Davis, Zachary Rabin, Benjamin Lewis, Matthew Scherreik, Roman Ilin
2023 A* conf
Inducing Neural Collapse to a Fixed Hierarchy-Aware Frame for Reducing Mistake Severity.
ICCV
Tong Liang, Jim Davis
2023 J jnl
Inducing Neural Collapse to a Fixed Hierarchy-Aware Frame for Reducing Mistake Severity.
CoRR
Tong Liang, Jim Davis
2022 J jnl
Confident AI.
CoRR
Jim Davis
2022 — conf
Learning When to Say "I Don't Know".
ISVC (1)
Nicholas Kashani Motlagh, Jim Davis, Tim Anderson, Jeremy Gwinnup
2022 J jnl
Learning When to Say "I Don't Know".
CoRR
Nicholas Kashani Motlagh, Jim Davis, Tim Anderson, Jeremy Gwinnup
2022 — conf
Revisiting Batch Norm Initialization.
ECCV (21)
Jim Davis, Logan Frank
2022 B conf
S-FINCH: An Optimized Streaming Adaptation to FINCH Clustering.
ICPR
James Cunningham, Jim Davis, Kyle Tarplee, Juan Vasquez
2021 — conf
A Framework for Semi-automatic Collection of Temporal Satellite Imagery for Analysis of Dynamic Regions.
ICCVW
Nicholas Kashani Motlagh, Aswathnarayan Radhakrishnan, Jim Davis, Roman Ilin
2021 J jnl
Bottom-up Hierarchical Classification Using Confusion-based Logit Compression.
CoRR
Tong Liang, Jim Davis, Roman Ilin
2021 A conf
Confidence-Driven Hierarchical Classification of Cultivated Plant Stresses.
WACV
Logan Frank, Christopher Wiegman, Jim Davis, Scott A. Shearer
2021 J jnl
Revisiting Batch Normalization.
CoRR
Jim Davis, Logan Frank
2020 B conf
Hierarchical Classification with Confidence using Generalized Logits.
ICPR
Jim Davis, Tong Liang, James Enouen, Roman Ilin
2020 J jnl
Posterior Model Adaptation With Updated Priors.
CoRR
Jim Davis
2019 — conf
A Framework for Collecting and Classifying Objects in Satellite Imagery.
ISVC (2)
Aswathnarayan Radhakrishnan, James Cunningham, Jim Davis, Roman Ilin
2019 — conf
Hierarchical Semantic Labeling with Adaptive Confidence.
ISVC (2)
Jim Davis, Tong Liang, James Enouen, Roman Ilin
2019 — conf
Streaming Workflows on Edge Devices to Process Sensor Data on a Smart Manufacturing Platform.
eScience
Prakashan Korambath, Haresh Malkani, Jim Davis
2016 Misc conf
A Smart Manufacturing Use Case: Furnace Temperature Balancing in Steam Methane Reforming Process via Kepler Workflows.
ICCS
Prakashan Korambath, Jianwu Wang, Ankur Kumar, Jim Davis, Robert B. Graybill, Brian Schott, Michael Baldea
2014 Misc conf
Deploying Kepler Workflows as Services on a Cloud Infrastructure for Smart Manufacturing.
ICCS
Prakashan Korambath, Jianwu Wang, Ankur Kumar, Lorin Hochstein, Brian Schott, Robert B. Graybill, Michael Baldea, Jim Davis
2014 Misc conf
Workflow as a Service in the Cloud: Architecture and Scheduling Algorithms.
ICCS
Jianwu Wang, Prakashan Korambath, Ilkay Altintas, Jim Davis, Daniel Crawl
2013 — conf
Vibrotactile cueing using wearable computers for overcoming learned non-use in chronic stroke.
PervasiveHealth
Eric L. Luster, Troy McDaniel, Bijan Fakhri, Jim Davis, Morris Goldberg, Shantanu Bala, Sethuraman Panchanathan
2012 J jnl
Smart manufacturing, manufacturing intelligence and demand-dynamic performance.
Comput. Chem. Eng.
Jim Davis, Thomas F. Edgar, James Porter, John Bernaden, Michael Sarli
2008 J jnl
Web Distributed Authoring and Versioning (WebDAV) SEARCH.
RFC
Julian F. Reschke, Surendra Reddy, Jim Davis, Alan Babich
2004 J jnl
A Web-based environmental decision support system (WEDSS) for environmental planning and watershed management.
J. Geogr. Syst.
Ramanathan Sugumaran, James C. Meyer, Jim Davis
2003 J jnl
Teaching Students to Design Secure Systems.
IEEE Secur. Priv.
Jim Davis, Melissa Dark
1997 B conf
Flexible specification of workflow compensation scopes.
GROUP
Weimin Du, Jim Davis, Ming-Chien Shan
1995 J jnl
OpenPM: An Enterprise Process Management System.
IEEE Data Eng. Bull.
Jim Davis, Weimin Du, Ming-Chien Shan
1995 — ch.
Pegasus: A Heterogeneous Information Management System.
Modern Database Systems
Ming-Chien Shan, Rafi Ahmed, Jim Davis, Weimin Du, William Kent
1993 C conf
AgentX: an environment for coordinating distributed problem solving in product development.
WETICE
Jim Davis, Srikanth Kannapan