Pattern Recognition
Springer International Publishing (Verlag)
978-3-031-85180-3 (ISBN)
This 2-volume set LNCS 15297-15298 constitutes the refereed proceedings of the 46th Annual Conference of the German Association for Pattern Recognition, DAGM-GCPR 2024, held in Munich, Germany, during September 10-13, 2024.
The 44 full papers included in these proceedings were carefully reviewed and selected from 81 submissions. They are organized in these topical sections:
Part I: Clustering and Segmentation; Learning Techniques; Medical and Biological Applications; Uncertainty and Explainability.
Part II: Modelling of Faces and Shapes; Image Generation and Reconstruction; 3D Analysis and Sythesis; Video Analysis; Photogrammetry and Remote Sensing.
.- Clustering and Segmentation.
.- PARMESAN: Parameter-Free Memory Search and Transduction for Dense Prediction Tasks.
.- A State-of-the-Art Cutting Plane Algorithm for Clique Partitioning.
.- Self-Supervised Semantic Segmentation from Audio-Visual Data.
.- BTSeg: Barlow Twins Regularization for Domain Adaptation in Semantic Segmentation.
.- Learning Techniques.
.- FullCert: Deterministic End-to-End Certification for Training and Inference of Neural Networks.
.- Self-Masking Networks for Unsupervised Adaptation.
.- A Theoretical Formulation on the Use of Multiple Positive Views in Contrastive Learning
.- Decoupling of neural network calibration measures.
.- Examining Common Paradigms in Multi-Task Learning.
| Erscheinungsdatum | 25.04.2025 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science |
| Zusatzinfo | XVII, 365 p. 113 illus., 103 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
| Schlagworte | 3D Reconstruction • Artificial Intelligence • computer vision • Deep learning • Health Informatics • Image Compression • Information Retrieval • Knowledge Representation and Reasoning • machine learning algorithms • machine learning theory • Mathematical Optimization • Natural and Life Sciences • neural rendering • pattern recognition • Photogrammetry • Remote Sensing • Robotics • robust models • Shape modeling • spatial-temporal systems |
| ISBN-10 | 3-031-85180-3 / 3031851803 |
| ISBN-13 | 978-3-031-85180-3 / 9783031851803 |
| Zustand | Neuware |
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