Hermans, Alexander
- In Defense of the Triplet Loss for Person Re-Identification
2017/03/22 by Alexander Hermans, Lucas Beyer, Hermans, Alexander +3 · 150 citations
Computer Science · #Video Surveillance and Tracking Methods #Face recognition and analysis #Biometric Identification and Security
- Mask3D: Mask Transformer for 3D Semantic Instance Segmentation
2022/10/06 by Jonas Schult, Schult, Jonas, Francis Engelmann +9 · 55 citations
Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
- Your ViT is Secretly an Image Segmentation Model
2025/03/24 by Tommie Kerssies, Kerssies, Tommie, Niccolò Cavagnero +13 · 1 voice · 12 citations
#cs.CV
- Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think
2024/09/17 by Garcia, Gonzalo Martin, Zeid, Karim Abou, Schmidt, Christian +3 · 19 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes
2016/11/24 by Pohlen, Tobias, Hermans, Alexander, Mathias, Markus +1 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Point2Vec for Self-Supervised Representation Learning on Point Clouds
2023/03/29 by Zeid, Karim Abou, Schult, Jonas, Hermans, Alexander +1 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- TarViS: A Unified Approach for Target-based Video Segmentation
2023/01/06 by Athar, Ali, Hermans, Alexander, Luiten, Jonathon +2 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.10 #I.4.6 #I.4.8 #Machine Learning (cs.LG)
- DINO in the Room: Leveraging 2D Foundation Models for 3D Segmentation
2025/03/24 by Zeid, Karim Abou, Yilmaz, Kadir, de Geus, Daan +4 · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Learning 3D Human Pose Estimation from Dozens of Datasets using a Geometry-Aware Autoencoder to Bridge Between Skeleton Formats
2022/12/29 by Sárándi, István, Hermans, Alexander, Leibe, Bastian · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #I.4.8
- UGainS: Uncertainty Guided Anomaly Instance Segmentation
2023/08/03 by A. N. Nekrasov, Nekrasov, Alexey, Alexander Hermans +5 · 2 citations
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Network Security and Intrusion Detection
- DR-SPAAM: A Spatial-Attention and Auto-regressive Model for Person Detection in 2D Range Data
2020/04/29 by Jia, Dan, Hermans, Alexander, Leibe, Bastian · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
- Self-Supervised Person Detection in 2D Range Data using a Calibrated Camera
2020/12/16 by Jia, Dan, Steinweg, Mats, Hermans, Alexander +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
- DynaMITe: Dynamic Query Bootstrapping for Multi-object Interactive Segmentation Transformer
2023/04/13 by Amit Kumar Rana, Rana, Amit Kumar, Sabarinath Mahadevan +5 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications