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Jim Davis

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2020 – today

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2025
[j5]
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Nicholas Kashani Motlagh, Jim Davis, Tim Anderson, Jeremy Gwinnup:
Naturally constrained reject option classification. Mach. Vis. Appl. 36(1): 9 (2025)
2024
[c18]
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  - conf/wacv/RadhakrishnanDR24
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Aswathnarayan Radhakrishnan, Jim Davis, Zachary Rabin, Benjamin Lewis, Matthew Scherreik, Roman Ilin:
Design Choices for Enhancing Noisy Student Self-Training. WACV 2024: 1915-1924
[c17]
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Nicholas Kashani Motlagh, Jim Davis, Jeremy Gwinnup, Grant Erdmann, Tim Anderson:
Assessing the Role of Imagery in Multimodal Machine Translation. WMT 2024: 1428-1439
[i12]
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  - journals/corr/abs-2407-15863
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Zachary Rabin, Jim Davis, Benjamin Lewis, Matthew Scherreik:
Overfitting In Contrastive Learning? CoRR abs/2407.15863 (2024)
[i11]
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  - journals/corr/abs-2408-12531
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Robert Sunderhaft, Logan Frank, Jim Davis:
Deep Learning Improvements for Sparse Spatial Field Reconstruction. CoRR abs/2408.12531 (2024)
[i10]
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  - journals/corr/abs-2409-12217
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Zachary Rabin, Jim Davis, Benjamin Lewis, Matthew Scherreik:
Effects of Common Regularization Techniques on Open-Set Recognition. CoRR abs/2409.12217 (2024)
2023
[c16]
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Tong Liang, Jim Davis:
Inducing Neural Collapse to a Fixed Hierarchy-Aware Frame for Reducing Mistake Severity. ICCV 2023: 1443-1452
[i9]
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  - journals/corr/abs-2301-07294
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Aswathnarayan Radhakrishnan, Jim Davis, Zachary Rabin, Benjamin Lewis, Matthew Scherreik, Roman Ilin:
Enhancing Self-Training Methods. CoRR abs/2301.07294 (2023)
[i8]
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  - journals/corr/abs-2303-05689
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Tong Liang, Jim Davis:
Inducing Neural Collapse to a Fixed Hierarchy-Aware Frame for Reducing Mistake Severity. CoRR abs/2303.05689 (2023)
[i7]
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  - journals/corr/abs-2310-13782
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Logan Frank, Jim Davis:
Data-Free Knowledge Distillation Using Adversarially Perturbed OpenGL Shader Images. CoRR abs/2310.13782 (2023)
2022
[c15]
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Jim Davis, Logan Frank:
Revisiting Batch Norm Initialization. ECCV (21) 2022: 212-228
[c14]
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James Cunningham, Jim Davis, Kyle Tarplee, Juan Vasquez:
S-FINCH: An Optimized Streaming Adaptation to FINCH Clustering. ICPR 2022: 1343-1349
[c13]
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Nicholas Kashani Motlagh, Jim Davis, Tim Anderson, Jeremy Gwinnup:
Learning When to Say "I Don't Know". ISVC (1) 2022: 196-210
[i6]
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  - journals/corr/abs-2202-05957
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Jim Davis:
Confident AI. CoRR abs/2202.05957 (2022)
[i5]
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  - journals/corr/abs-2209-04944
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Nicholas Kashani Motlagh, Jim Davis, Tim Anderson, Jeremy Gwinnup:
Learning When to Say "I Don't Know". CoRR abs/2209.04944 (2022)
2021
[c12]
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Nicholas Kashani Motlagh, Aswathnarayan Radhakrishnan, Jim Davis, Roman Ilin:
A Framework for Semi-automatic Collection of Temporal Satellite Imagery for Analysis of Dynamic Regions. ICCVW 2021: 704-712
[c11]
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  - conf/wacv/FrankWDS21
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Logan Frank, Christopher Wiegman, Jim Davis, Scott A. Shearer:
Confidence-Driven Hierarchical Classification of Cultivated Plant Stresses. WACV 2021: 2502-2511
[i4]
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  - journals/corr/abs-2110-01756
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Tong Liang, Jim Davis, Roman Ilin:
Bottom-up Hierarchical Classification Using Confusion-based Logit Compression. CoRR abs/2110.01756 (2021)
[i3]
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  - journals/corr/abs-2110-13989
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Jim Davis, Logan Frank:
Revisiting Batch Normalization. CoRR abs/2110.13989 (2021)
2020
[c10]
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Jim Davis, Tong Liang, James Enouen, Roman Ilin:
Hierarchical Classification with Confidence using Generalized Logits. ICPR 2020: 1874-1881
[i2]
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  - journals/corr/abs-2007-01386
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Jim Davis:
Posterior Model Adaptation With Updated Priors. CoRR abs/2007.01386 (2020)

2010 – 2019

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2019
[c9]
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  - conf/eScience/KorambathMD19
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Prakashan Korambath, Haresh Malkani, Jim Davis:
Streaming Workflows on Edge Devices to Process Sensor Data on a Smart Manufacturing Platform. eScience 2019: 621-622
[c8]
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Jim Davis, Tong Liang, James Enouen, Roman Ilin:
Hierarchical Semantic Labeling with Adaptive Confidence. ISVC (2) 2019: 169-183
[c7]
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  - conf/isvc/RadhakrishnanCD19
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Aswathnarayan Radhakrishnan, James Cunningham, Jim Davis, Roman Ilin:
A Framework for Collecting and Classifying Objects in Satellite Imagery. ISVC (2) 2019: 295-306
2016
[c6]
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  - conf/iccS/KorambathWKDGSB16
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Prakashan Korambath, Jianwu Wang, Ankur Kumar, Jim Davis, Robert B. Graybill, Brian Schott, Michael Baldea:
A Smart Manufacturing Use Case: Furnace Temperature Balancing in Steam Methane Reforming Process via Kepler Workflows. ICCS 2016: 680-689
2014
[c5]
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  - conf/iccS/WangKADC14
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Jianwu Wang, Prakashan Korambath, Ilkay Altintas, Jim Davis, Daniel Crawl:
Workflow as a Service in the Cloud: Architecture and Scheduling Algorithms. ICCS 2014: 546-556
[c4]
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Prakashan Korambath, Jianwu Wang, Ankur Kumar, Lorin Hochstein, Brian Schott, Robert B. Graybill, Michael Baldea, Jim Davis:
Deploying Kepler Workflows as Services on a Cloud Infrastructure for Smart Manufacturing. ICCS 2014: 2254-2259
2013
[c3]
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  - conf/ph/LusterMFDGBP13
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Eric L. Luster, Troy McDaniel, Bijan Fakhri, Jim Davis, Morris Goldberg, Shantanu Bala, Sethuraman Panchanathan:
Vibrotactile cueing using wearable computers for overcoming learned non-use in chronic stroke. PervasiveHealth 2013: 378-381
2012
[j4]
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  - journals/cce/DavisEPBS12
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Jim Davis, Thomas F. Edgar, James Porter, John Bernaden, Michael Sarli:
Smart manufacturing, manufacturing intelligence and demand-dynamic performance. Comput. Chem. Eng. 47: 145-156 (2012)

2000 – 2009

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2008
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  - journals/rfc/rfc5323
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Julian F. Reschke, Surendra Reddy, Jim Davis, Alan Babich:
Web Distributed Authoring and Versioning (WebDAV) SEARCH. RFC 5323: 1-49 (2008)
2004
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  - journals/jgs/SugumaranMD04
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Ramanathan Sugumaran, James C. Meyer, Jim Davis:
A Web-based environmental decision support system (WEDSS) for environmental planning and watershed management. J. Geogr. Syst. 6(3): 307-322 (2004)
2003
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  - journals/ieeesp/DavisD03
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Jim Davis, Melissa Dark:
Teaching Students to Design Secure Systems. IEEE Secur. Priv. 1(2): 56-58 (2003)

1990 – 1999

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1997
[c2]
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  - conf/group/DuDS97
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Weimin Du, Jim Davis, Ming-Chien Shan:
Flexible specification of workflow compensation scopes. GROUP 1997: 309-316
1995
[j1]
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  - journals/debu/DavisDS95
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Jim Davis, Weimin Du, Ming-Chien Shan:
OpenPM: An Enterprise Process Management System. IEEE Data Eng. Bull. 18(1): 27-32 (1995)
[p1]
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  - books/acm/kim95/ShanADDK95
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Ming-Chien Shan, Rafi Ahmed, Jim Davis, Weimin Du, William Kent:
Pegasus: A Heterogeneous Information Management System. Modern Database Systems 1995: 664-682
1993
[c1]
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  - conf/wetice/DavisK93
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Jim Davis, Srikanth Kannapan:
AgentX: an environment for coordinating distributed problem solving in product development. WETICE 1993: 99-103

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