Huimin Huang
9 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) 🌈 Renaissance Researcher (5) 🌍 Conference Polyglot (5) 🗺️ Taxonomy Completionist (17)
🧭
Keyword Pioneer
🔥
Unstoppable
(5)
Conferences
CVPR (3)
AAAI (2)
ICCV (2)
IJCAI (1)
MICCAI (1)
Top co-authors
Keywords
medical image segmentation
(4)
semantic segmentation
(4)
semi-supervised learning
(3)
domain generalization
(2)
vision transformer
(2)
dense prediction
(2)
multi-task learning
(2)
diffusion model
(1)
convolutional neural network
(1)
graph convolution
(1)
multi-scale feature
(1)
manifold constraint
(1)
fourier domain
(1)
encoder-decoder architecture
(1)
haze removal
(1)
neural network
(1)
nighttime scene segmentation
(1)
frequency adapter
(1)
discrete sine transformation
(1)
convolutional vision transformer
(1)
Papers
D-CAM: Learning Generalizable Weakly-Supervised Medical Image Segmentation from Domain-invariant CAM
MICCAI 2025
NightAdapter: Learning a Frequency Adapter for Generalizable Night-time Scene Segmentation
CVPR 2025
A Simple yet Mighty Hartley Diffusion Versatilist for Generalizable Dense Vision Tasks
ICCV 2025
Going Beyond Multi-Task Dense Prediction with Synergy Embedding Models
CVPR 2024
Combinatorial CNN-Transformer Learning with Manifold Constraints for Semi-supervised Medical Image Segmentation
AAAI 2024
ClassFormer: Exploring Class-Aware Dependency with Transformer for Medical Image Segmentation
AAAI 2023
SemiCVT: Semi-Supervised Convolutional Vision Transformer for Semantic Segmentation
CVPR 2023
ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise
Perspective for Medical Image Segmentation
IJCAI 2022
Graph-BAS3Net: Boundary-Aware Semi-Supervised Segmentation Network With Bilateral Graph Convolution
ICCV 2021