Jae Myung Kim
7 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Cross-Pollinator (14) π Renaissance Researcher (5) π Conference Polyglot (4) πΊοΈ Taxonomy Completionist (16)
π§
Keyword Pioneer
π₯
Unstoppable
(5)
Conferences
CVPR (2)
ECCV (2)
ICCV (2)
AAAI (1)
Top co-authors
Keywords
feature attribution
(2)
zero-shot learning
(1)
domain adaptation
(1)
noisy label learning
(1)
weakly supervised learning
(1)
multi-label classification
(1)
visual explanation
(1)
semantic knowledge
(1)
partial label learning
(1)
visual classification
(1)
distribution shift
(1)
expectation-maximization algorithm
(1)
latent variable
(1)
out-of-distribution detection
(1)
vision-language model
(1)
model explanation
(1)
black box model
(1)
black-box model
(1)
partial label
(1)
false negative
(1)
Papers
Improving Intervention Efficacy via Concept Realignment in Concept Bottleneck Models
ECCV 2024
DataDream: Few-shot Guided Dataset Generation
ECCV 2024
Bridging the Gap Between Model Explanations in Partially Annotated Multi-Label Classification
CVPR 2023
Waffling Around for Performance: Visual Classification with Random Words and Broad Concepts
ICCV 2023
Large Loss Matters in Weakly Supervised Multi-Label Classification
CVPR 2022
Keep CALM and Improve Visual Feature Attribution
ICCV 2021
REST: Performance Improvement of a Black Box Model via RL-Based Spatial Transformation
AAAI 2020