Huimin Huang
9 papers · 2021–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(14)
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Computer Vision
(8)
Deep Learning
(6)
Analysis
(6)
Machine Learning
(5)
Architectures
(4)
Domain-Specific
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Application Areas
(1)
Clinical
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
medical image segmentation
(4)
semantic segmentation
(4)
semi-supervised learning
(3)
domain generalization
(2)
vision transformer
(2)
multi-task learning
(2)
dense prediction
(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
A Simple yet Mighty Hartley Diffusion Versatilist for Generalizable Dense Vision Tasks
ICCV 2025
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
Combinatorial CNN-Transformer Learning with Manifold Constraints for Semi-supervised Medical Image Segmentation
AAAI 2024
Going Beyond Multi-Task Dense Prediction with Synergy Embedding Models
CVPR 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