Dosik Hwang
14 papers · 2021–2026 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (34) π Academic Marathon Β· Sprint π Century Club Β· Bronze
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Keyword Collector
(66)
π₯
Unstoppable Β· Bronze
π
Conference Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(10)
Computer Vision
(8)
Machine Learning
(7)
Healthcare & Medicine
(6)
Clinical
(6)
Learning Types Β· Deep Learning
(6)
Artificial Intelligence
(5)
Domain-Specific
(4)
Core AI
(3)
Learning Types Β· Machine Learning
(3)
Models
(3)
Analysis
(2)
Application Areas
(2)
Core Methods
(2)
Generation
(2)
Keywords
magnetic resonance imaging
(3)
diffusion model
(2)
zero-shot learning
(2)
image reconstruction
(2)
test-time adaptation
(2)
attention mechanism
(1)
self-supervised learning
(1)
domain adaptation
(1)
image synthesis
(1)
embedding learning
(1)
prompt-based learning
(1)
unsupervised domain adaptation
(1)
gaussian splatting
(1)
medical image segmentation
(1)
medical image classification
(1)
deep learning
(1)
model interpretability
(1)
distribution shift
(1)
image captioning
(1)
object detection
(1)
Papers
AcTTA: Rethinking Test-Time Adaptation via Dynamic Activation
CVPR 2026
CD-Buffer: Complementary Dual-Buffer Framework for Test-Time Adaptation in Adverse Weather Object Detection
CVPR 2026
MUST: Modality-Specific Representation-Aware Transformer for Diffusion-Enhanced Survival Prediction with Missing Modality
CVPR 2026
TWINGS: Thin Plate Splines Warp-aligned Initialization for Sparse-View Gaussian Splatting
CVPR 2026
AeSPa : Attention-guided Self-supervised Parallel Imaging for MRI Reconstruction
CVPR 2025
Anatomical Consistency and Adaptive Prior-informed Transformation for Multi-contrast MR Image Synthesis via Diffusion Model
CVPR 2025
Diffusion Bridge: Leveraging Diffusion Model to Reduce the Modality Gap Between Text and Vision for Zero-Shot Image Captioning
CVPR 2025
Physics-driven Signal Regularization in Diffusion Models for Multi-contrast MR Image Synthesis
MICCAI 2025
Large Language Models Are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales
AAAI 2024
LLM-guided Multi-modal Multiple Instance Learning for 5-year Overall Survival Prediction of Lung Cancer
MICCAI 2024
SDC-UDA: Volumetric Unsupervised Domain Adaptation Framework for Slice-Direction Continuous Cross-Modality Medical Image Segmentation
CVPR 2023
M3T: Three-Dimensional Medical Image Classifier Using Multi-Plane and Multi-Slice Transformer
CVPR 2022
Joint Deep Model-Based MR Image and Coil Sensitivity Reconstruction Network (Joint-ICNet) for Fast MRI
CVPR 2021
Relevance-CAM: Your Model Already Knows Where To Look
CVPR 2021