Loading / Wird geladen

Start Profil Publikationen Aktuelles Google Scholar Scholar GPS Kontakt

Datenschutz Impressum

Publikationen

Zeige 41-80 von 884 Publikationen

Seite 2 von 23

Miro Miranda, Ashutosh Dinesh, Duway Nicolas Lesmes-Leon, Francisco Mena, Marcela Charfuelàn, Andreas Dengel
regDIFF: Regression Diffusion for Earth Observation
2025Konferenz
Brian B. Moser, Ahmed Anwar, Federico Raue, Stanislav Frolov, Andreas Dengel
Federated Learning for Blind Image Super-Resolution

Zurück Weiter

Kontakt

Lassen Sie uns gemeinsam die Zukunft gestalten.

andreas.dengel@dfki.de

E-Mail LinkedIn Google Scholar

2025Konferenz

Christoph Balada, Aida Romano-Martínez, Vincent ten Cate, Katharina Geschke, Jonas Tesarz, Paul Claßen, Alexander K. Schuster, Dativa Tibyampansha, Karl‐Patrik Kresoja, Philipp S. Wild, Sheraz Ahmed, Andreas Dengel

Deep Learning for Cardiovascular Risk Assessment: Proxy Features from Carotid Sonography as Predictors of Arterial Damage

2025Konferenz

Saif Ur Rehman Khan, Muhammad Nabeel Asim, Sebastián Vollmer, Andreas Dengel

FOLC-Net: A Federated-Optimized Lightweight Architecture for Enhanced MRI Disease Diagnosis across Axial, Coronal, and Sagittal Views

2025misc

Ankur Bhatt, Ko Watanabe, Jayasankar Santhosh, Andreas Dengel, Shoya Ishimaru

ABCDE: Appearance-Based Confidence Detection by Evaluating Gaze Behavior Using Deep Learning

2025Zeitschrift

Duway Nicolas Lesmes-Leon, Andreas Dengel, Sheraz Ahmed

Systematic review of generative adversarial networks (GANs) in cell microscopy: Trends, practices, and impact on image augmentation

2025Zeitschrift

Vijul Shah, Ko Watanabe, Brian B. Moser, Andreas Dengel

PupilSense: A Novel Application for Webcam-Based Pupil Diameter Estimation

2025Konferenz

Summra Saleem, Muhammad Nabeel Asim, Ludger van Elst, Andreas Dengel

Generative language models potential for requirement engineering applications: insights into current strengths and limitations

2025Zeitschrift

Francisco Mena, Dino Ienco, Cássio F. Dantas, Roberto Interdonato, Andreas Dengel

Decision-level Sensor Dropout with Mutual Distillation for classification tasks

2025Zeitschrift

Desiree Heim, Christian Jilek, Adrian Ulges, Andreas Dengel

Towards Synthesizing E-Mail Conversations as Part of Knowledge Work Datasets with Large Language Models

2025Konferenz

Francisco Mena, Diego Arenas, Andreas Dengel

Missing data as augmentation in the Earth Observation domain: A multi-view learning approach

2025Zeitschrift

Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Arooj Zaib, Andreas Dengel

DNA sequence analysis landscape: a comprehensive review of DNA sequence analysis task types, databases, datasets, word embedding methods, and language models

2025Zeitschrift

Muhammad Ahmed Ullah Khan, Abdul Hannan Khan, Andreas Dengel

EMF: Event Meta Formers for Event-based Real-time Traffic Object Detection

2025misc

Ryugo Morita, Ko Watanabe, Jinjia Zhou, Andreas Dengel, Shoya Ishimaru

GenAIReading: Augmenting Human Cognition with Interactive Digital Textbooks Using Large Language Models and Image Generation Models

2025Konferenz

Haruki Suzawa, Ko Watanabe, Andreas Dengel, Shoya Ishimaru

Augmenting Online Meetings with Context-Aware Real-time Music Generation

2025Konferenz

Gregor Duwe, Dominique Mercier, Verena Kauth, Kerstin Moench, Vikas Rajashekar, Markus Junker, Andreas Dengel, Axel Haferkamp, Thomas Höfner

Development of an artificial intelligence-generated, explainable treatment recommendation system for urothelial carcinoma and renal cell carcinoma to support multidisciplinary cancer conferences

2025Zeitschrift

Ahtisham Fazeel Abbasi, Muhammad Sajjad, Muhammad Nabeel Asim, Sebastian J. Vollmer, Andreas Dengel

FROM CANCER MOLECULAR SUBTYPE TO AI HYPE: BENCHMARKING AI IN CANCER MOLECULAR SUBTYPING

2025misc

Tobias Christian Nauen, Brian B. Moser, Federico Raue, Stanislav Frolov, Andreas Dengel

ForAug: Mitigating Biases in Image Classification via Controlled Image Compositions

2025misc

Alireza Koochali, Ensiye Tahaei, Andreas Dengel, Sheraz Ahmed

VAEneu: a new avenue for VAE application on probabilistic forecasting

2025Zeitschrift

Tobias Christian Nauen, Sebastian Palacio, Federico Raue, Andreas Dengel

Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers

2025Konferenz

Muhammad Nabeel Asim, Tayyaba Asif, Faiza Mehmood, Andreas Dengel

Peptide classification landscape: An in-depth systematic literature review on peptide types, databases, datasets, predictors architectures and performance

2025Zeitschrift

Winter, Timon, Stanislav Frolov, Brian B. Moser, Andreas Dengel

Spherical Dense Text-to-Image Synthesis

2025misc

Anwai Archit, Luca Freckmann, Sushmita Nair, Nabeel Khalid, Paul Hilt, Vikas Rajashekar, Marei Freitag, Carolin Teuber, Melanie Spitzner, Constanza Tapia Contreras, Genevieve Buckley, Sebastian von Haaren, Sagnik Gupta, Marian Grade, Matthias Wirth, Günter Schneider, Andreas Dengel, Sheraz Ahmed, Constantin Pape

Segment Anything for Microscopy

2025Zeitschrift

Khola Naseem, Nabeel Khalid, Lea Bertgen, Johannes M Herrmann, Andreas Dengel, Sheraz Ahmed

YeastFormer: An End-to-End Instance Segmentation Approach for Yeast Cells in Microstructure Environment

2025Konferenz

Muhammad Ali Chattha, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed

Addressing data dependency in neural networks: introducing the Knowledge Enhanced Neural Network (KENN) for time series forecasting +

2025Zeitschrift

Supreeth Mysore Venkatesh, Antonio Macaluso, Diego Arenas, Matthias Klusch, Andreas Dengel

Iterative Quantum-Assisted Least Squares Optimization with Convergence Guarantees

2025misc