default search action
45th DAGM 2023: Heidelberg, Germany
- Ullrich Köthe
, Carsten Rother:
Pattern Recognition - 45th DAGM German Conference, DAGM GCPR 2023, Heidelberg, Germany, September 19-22, 2023, Proceedings. Lecture Notes in Computer Science 14264, Springer 2024, ISBN 978-3-031-54604-4
Segmentation and Action Recognition
- Lea Bogensperger, Dominik Narnhofer, Filip Ilic, Thomas Pock:
Score-Based Generative Models for Medical Image Segmentation Using Signed Distance Functions. 3-17 - Christian Stippel
A Trimodal Dataset: RGB, Thermal, and Depth for Human Segmentation and Temporal Action Detection. 18-33 - Seyed Majid Azimi
Airborne-Shadow: Towards Fine-Grained Shadow Detection in Aerial Imagery. 34-49 - Alexey Nekrasov
UGainS: Uncertainty Guided Anomaly Instance Segmentation. 50-66 - Katharina Prasse
Local Spherical Harmonics Improve Skeleton-Based Hand Action Recognition. 67-82
3D Reconstruction and Neural Rendering
- Tobias Riedlinger
LMD: Light-Weight Prediction Quality Estimation for Object Detection in Lidar Point Clouds. 85-99 - Sharik Siddiqi
A Network Analysis for Correspondence Learning via Linearly-Embedded Functions. 100-114 - Jiayin Zhu, Zhuoran Zhao, Linlin Yang, Angela Yao:
HiFiHR: Enhancing 3D Hand Reconstruction from a Single Image via High-Fidelity Texture. 115-130 - Karim Abou Zeid, Jonas Schult, Alexander Hermans, Bastian Leibe:
Point2Vec for Self-supervised Representation Learning on Point Clouds. 131-146 - Tejaswini Medi, Jawad Tayyub, Muhammad Sarmad, Frank Lindseth, Margret Keuper:
FullFormer: Generating Shapes Inside Shapes. 147-162 - Youssef Abdelkareem, Shady Shehata, Fakhri Karray:
GenLayNeRF: Generalizable Layered Representations with 3D Model Alignment for Human View Synthesis. 163-177 - Lukas Stäcker
RC-BEVFusion: A Plug-In Module for Radar-Camera Bird's Eye View Feature Fusion. 178-194 - Simon Seibt, Michael Arold, Bartosz von Rymon Lipinski
Parallax-Aware Image Stitching Based on Homographic Decomposition. 195-208
Photogrammetry and Remote Sensing
- Andreas Michel
DustNet: Attention to Dust. 211-226 - Johannes Leonhardt
Leveraging Bioclimatic Context for Supervised and Self-supervised Land Cover Classification. 227-242 - Henrik Jobczyk, Hanno Homann:
Automatic Reverse Engineering: Creating Computer-Aided Design (CAD) Models from Multi-view Images. 243-259 - Lina E. Budde
Characterization of Out-of-distribution Samples from Uncertainty Maps Using Supervised Machine Learning. 260-274 - Felix Seegräber
Underwater Multiview Stereo Using Axial Camera Models. 275-288
Pattern Recognition in the Life Sciences
- Julian Kuhlmann, Kai Rothaus, Xiaoyi Jiang, Henrik Faatz, Daniel Pauleikhoff, Matthias Gutfleisch:
3D Retinal Vessel Segmentation in OCTA Volumes: Annotated Dataset MORE3D and Hybrid U-Net with Flattening Transformation. 291-306 - Ece Ozkan
M(otion)-Mode Based Prediction of Ejection Fraction Using Echocardiograms. 307-320 - Matthias Körschens
Improving Data Efficiency for Plant Cover Prediction with Label Interpolation and Monte-Carlo Cropping. 321-334 - Daniel Siegismund, Mario Wieser, Stephan Heyse, Stephan Steigele:
Learning Channel Importance for High Content Imaging with Interpretable Deep Input Channel Mixing. 335-347 - Markus Bauer, Christoph Augenstein:
Self-supervised Learning in Histopathology: New Perspectives for Prostate Cancer Grading. 348-360
Interpretable Machine Learning
- Meghal Dani
DeViL: Decoding Vision features into Language. 363-377 - Leonard Salewski
Zero-Shot Translation of Attention Patterns in VQA Models to Natural Language. 378-393 - Jan Blunk
Beyond Debiasing: Actively Steering Feature Selection via Loss Regularization. 394-408 - Dimitri Korsch
Simplified Concrete Dropout - Improving the Generation of Attribution Masks for Fine-Grained Classification. 409-424
Weak Supervision and Online Learning
- Sudhanshu Mittal, Joshua Niemeijer, Jörg P. Schäfer
Best Practices in Active Learning for Semantic Segmentation. 427-442 - Zhizheng Liu
COOLer: Class-Incremental Learning for Appearance-Based Multiple Object Tracking. 443-458 - Lars Schmarje
Label Smarter, Not Harder: CleverLabel for Faster Annotation of Ambiguous Image Classification with Higher Quality. 459-475 - Sina Mokhtarzadeh Azar, Radu Timofte:
Speeding Up Online Self-Supervised Learning by Exploiting Its Limitations. 476-490 - Otniel-Bogdan Mercea
Text-to-Feature Diffusion for Audio-Visual Few-Shot Learning. 491-507 - David Stein, Bjoern Andres
Correlation Clustering of Bird Sounds. 508-523 - Tejumade Afonja
MargCTGAN: A "Marginally" Better CTGAN for the Low Sample Regime. 524-537
Robust Models
- Marvin Schmitt
Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks. 541-557 - Kolja Sielmann
Adversarial Perturbations Straight on JPEG Coefficients. 558-573 - Max Maria Losch, David Stutz
Certified Robust Models with Slack Control and Large Lipschitz Constants. 574-588 - Vinith Kugathasan
Multiclass Alignment of Confidence and Certainty for Network Calibration. 589-604 - David Tschirschwitz
Drawing the Same Bounding Box Twice? Coping Noisy Annotations in Object Detection with Repeated Labels. 605-623 - Jovita Lukasik
An Evaluation of Zero-Cost Proxies - From Neural Architecture Performance Prediction to Model Robustness. 624-638
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-12-26 01:00 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: