Alexander Hermans
8 papers · 2017–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
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Research topics
Keywords
semantic segmentation
(4)
video object segmentation
(2)
instance segmentation
(2)
representation learning
(1)
image segmentation
(1)
vision transformer
(1)
video segmentation
(1)
image generation
(1)
diffusion model
(1)
object detection
(1)
autonomous driving
(1)
depth estimation
(1)
model architecture
(1)
video instance segmentation
(1)
geometry-aware learning
(1)
multi-task learning
(1)
region of interest
(1)
3d human pose estimation
(1)
zero-shot learning
(1)
dimensionality reduction
(1)
Papers
Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think
WACV 2025
Your ViT is Secretly an Image Segmentation Model
CVPR 2025
DynaMITe: Dynamic Query Bootstrapping for Multi-object Interactive Segmentation Transformer
ICCV 2023
Learning 3D Human Pose Estimation From Dozens of Datasets Using a Geometry-Aware Autoencoder To Bridge Between Skeleton Formats
WACV 2023
TarViS: A Unified Approach for Target-Based Video Segmentation
CVPR 2023
HODOR: High-Level Object Descriptors for Object Re-Segmentation in Video Learned From Static Images
CVPR 2022
MaskLab: Instance Segmentation by Refining Object Detection With Semantic and Direction Features
CVPR 2018
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes
CVPR 2017