Jinman Kim
7 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird
π
Conference Pioneer
Venues
Top co-authors
Research topics
Healthcare & Medicine
(5)
Computer Vision
(4)
Clinical
(4)
Machine Learning
(3)
Domain-Specific
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Applications
(2)
Core AI
(2)
Learning Types Β· Deep Learning
(2)
Learning Types Β· Machine Learning
(2)
Processing
(2)
Analysis
(1)
Application Areas
(1)
Keywords
medical imaging
(2)
image registration
(2)
domain adaptation
(2)
feature extraction
(1)
text classification
(1)
prototype learning
(1)
motion estimation
(1)
self-supervised learning
(1)
social media analysis
(1)
medical image segmentation
(1)
pre-trained language model
(1)
temporal augmentation
(1)
multi-layer perceptron
(1)
facial video analysis
(1)
3d convolutional neural network
(1)
motion field
(1)
remote physiological measurement
(1)
language-guided segmentation
(1)
public health surveillance
(1)
spatiotemporal augmentation
(1)
Papers
Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic Approximation
ICCV 2025
3DPX: Progressive 2D-to-3D Oral Image Reconstruction with Hybrid MLP-CNN Networks
MICCAI 2024
Correlation-aware Coarse-to-fine MLPs for Deformable Medical Image Registration
CVPR 2024
Enabling Text-free Inference in Language-guided Segmentation of Chest X-rays via Self-guidance
MICCAI 2024
Benchmarking for Public Health Surveillance tasks on Social Media with a Domain-Specific Pretrained Language Model
ACL 2022
Self-Supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss
AAAI 2022
A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image
CVPR 2020