Seong Tae Kim
16 papers · 2018–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge π Academic Marathon (7) π Conference Polyglot (6) πΊοΈ Taxonomy Completionist (22)
π§
Keyword Pioneer
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Conference Polyglot
(6)
β‘
Prolific Year
(6)
π
Conference Pioneer
π
Century Club
(14)
π
Trend Setter
β
The Questioner
(3)
Conferences
CVPR (4)
MICCAI (4)
AAAI (3)
ECCV (2)
ICML (1)
MIDL (1)
NIPS (1)
Top co-authors
Keywords
shapley value
(2)
dense video captioning
(2)
video understanding
(2)
feature attribution
(2)
uncertainty quantification
(1)
natural language generation
(1)
information bottleneck
(1)
cross-modal retrieval
(1)
sparse representation
(1)
medical report generation
(1)
neural network interpretability
(1)
network pruning
(1)
knowledge graph
(1)
adversarial attack
(1)
out-of-distribution detection
(1)
vision language model
(1)
vision-language model
(1)
multimodal large language model
(1)
uncertainty estimation
(1)
memory recall
(1)
Papers
Leveraging Textual Compositional Reasoning for Robust Change Captioning
AAAI 2026
No Evidence of Disease: Clinically-Risky Adversarial Chest CT Report Generation
MIDL 2026
PRADA: Protecting and Detecting Dataset Abuse for Open-source Medical Dataset
MICCAI 2025
LLaVA Needs More Knowledge: Retrieval Augmented Natural Language Generation with Knowledge Graph for Explaining Thoracic Pathologies
AAAI 2025
HiCMΒ²: Hierarchical Compact Memory Modeling for Dense Video Captioning
AAAI 2025
SurgX: Neuron-Concept Association for Explainable Surgical Phase Recognition
MICCAI 2025
Towards Holistic Surgical Scene Graph
MICCAI 2025
When Will It Fail?: Anomaly to Prompt for Forecasting Future Anomalies in Time Series
ICML 2025
MonoWAD: Weather-Adaptive Diffusion Model for Robust Monocular 3D Object Detection
ECCV 2024
Do You Remember? Dense Video Captioning with Cross-Modal Memory Retrieval
CVPR 2024
WWW: A Unified Framework for Explaining What Where and Why of Neural Networks by Interpretation of Neuron Concepts
CVPR 2024
Mask-Free Neuron Concept Annotation for Interpreting Neural Networks in Medical Domain
MICCAI 2024
LINe: Out-of-Distribution Detection by Leveraging Important Neurons
CVPR 2023
Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information
NIPS 2021
Neural Response Interpretation Through the Lens of Critical Pathways
CVPR 2021
Facial Dynamics Interpreter Network: What are the Important Relations between Local Dynamics for Facial Trait Estimation?
ECCV 2018