Siwon Kim
13 papers · 2020–2026 · 8 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (8) π Academic Marathon (6) π Renaissance Researcher (8) πΊοΈ Taxonomy Completionist (43)
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Conference Polyglot
(8)
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Academic Marathon
(6)
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Renaissance Researcher
(8)
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Dynamic Duo
(10)
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Century Club
(13)
ποΈ
Keyword Collector
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Unstoppable
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Conferences
CVPR (4)
AAAI (2)
ICML (2)
EACL (1)
ECCV (1)
EMNLP (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
large language model
(2)
model interpretability
(2)
benchmark evaluation
(1)
domain adaptation
(1)
anomaly detection
(1)
sentiment analysis
(1)
time series anomaly detection
(1)
interpretable machine learning
(1)
prototype learning
(1)
medical imaging
(1)
weakly supervised learning
(1)
knowledge distillation
(1)
natural language inference
(1)
in-context learning
(1)
multimodal learning
(1)
uncertainty quantification
(1)
test-time adaptation
(1)
explainable ai
(1)
text-to-image generation
(1)
concept-based explanation
(1)
Papers
ForestSplats: Deformable Transient Field for Gaussian Splatting in the Wild
WACV 2026
Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation
AAAI 2025
Rethinking Training for De-biasing Text-to-Image Generation: Unlocking the Potential of Stable Diffusion
CVPR 2025
GrounDial: Human-norm Grounded Safe Dialog Response Generation
EACL 2024
Grounding Counterfactual Explanation of Image Classifiers to Textual Concept Space
CVPR 2023
Probabilistic Concept Bottleneck Models
ICML 2023
On the Impact of Knowledge Distillation for Model Interpretability
ICML 2023
ProPILE: Probing Privacy Leakage in Large Language Models
NIPS 2023
Towards a Rigorous Evaluation of Time-Series Anomaly Detection
AAAI 2022
Bridging the Gap Between Classification and Localization for Weakly Supervised Object Localization
CVPR 2022
Grounding Visual Representations with Texts for Domain Generalization
ECCV 2022
XProtoNet: Diagnosis in Chest Radiography With Global and Local Explanations
CVPR 2021
Interpretation of NLP models through input marginalization
EMNLP 2020