Jim Davis
6 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (5) π§ Keyword Pioneer π£ Hot Topic Early Bird π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π₯
Unstoppable
(5)
β
The Questioner
Conferences
WACV (2)
CVPR (1)
ECCV (1)
EMNLP (1)
ICCV (1)
Top co-authors
Keywords
hierarchical classification
(2)
semi-supervised learning
(1)
model calibration
(1)
knowledge distillation
(1)
deep learning
(1)
feature representation
(1)
convolutional neural network
(1)
neural collapse
(1)
classifier weight
(1)
student model
(1)
cosine similarity
(1)
visual information
(1)
confirmation bia
(1)
dataset selection
(1)
image disambiguation
(1)
multimodal machine translation
(1)
surrogate dataset
(1)
synthetic imagery
(1)
plant stress identification
(1)
model compression
(1)
Papers
What Makes a Good Dataset for Knowledge Distillation?
CVPR 2025
Assessing the Role of Imagery in Multimodal Machine Translation
EMNLP 2024
Design Choices for Enhancing Noisy Student Self-Training
WACV 2024
Inducing Neural Collapse to a Fixed Hierarchy-Aware Frame for Reducing Mistake Severity
ICCV 2023
Revisiting Batch Norm Initialization
ECCV 2022
Confidence-Driven Hierarchical Classification of Cultivated Plant Stresses
WACV 2021