Publications

Daniel Sonntag; Fabrizio Nunnari; Hans-Jürgen Profitlich

The Skincare project, an interactive deep learning system for differential diagnosis of malignant skin lesions.

Technical Report, BMBF, H2020, DFKI Research Reports (RR), Vol. 1, 5/2020.

Brian Kenji Iwana; Syed Tahseen Raza Rizvi; Sheraz Ahmed; Andreas Dengel; Seiichi Uchida

Judging a Book by its Cover

10/2016.

Adriano Lucieri; Huzaifa Sabir; Muhammad Shoaib Ahmed Siddiqui; Syed Tahseen Raza Rizvi; Brian Kenji Iwana; Seiichi Uchida; Andreas Dengel; Sheraz Ahmed

Benchmarking Deep Learning Models for Classification of Book Covers

In: Springer Singapore (Hrsg.). SN Computer Science, Vol. 1, No. Issue 3, Pages 1-16, Springer, Singapore, 5/2020.

Michael Barz; Sven Stauden; Daniel Sonntag

Visual Search Target Inference in Natural Interaction Settings with Machine Learning

In: Andreas Bulling; Anke Huckauf; Eakta Jain; Ralph Radach; Daniel Weiskopf (Hrsg.). ACM Symposium on Eye Tracking Research and Applications. Symposium on Eye Tracking Research & Applications (ETRA-2020), Stuttgart, Germany, Association for Computing Machinery, New York, NY, USA, 5/2020.

Jesujoba O. Alabi; Kwabena Amponsah-Kaakyire; David I. Adelani; Cristina España-Bonet

Massive vs. Curated Embeddings for Low-Resourced Languages: the Case of Yorùbá and Twi

In: 12th Language Resources and Evaluation Conference (LREC). International Conference on Language Resources and Evaluation (LREC-2020), May 12-17, Marseille, France, European Language Resources Association (ELRA), París, 2020.

Ekaterina Loginova; Stalin Varanasi; Günter Neumann

Towards End-to-End Multilingual Question Answering

In: Information Systems Frontiers (ISF), Vol. 22, Pages 1-14, Springer, 3/2020.

Niklas Bruns; Daniel Große; Rolf Drechsler

Early Verification of ISA Extension Specifications Using Deep Reinforcement Learning

In: 30th ACM Great Lakes Symposium on VLSI (GLSVLSI). ACM Great Lakes Symposium on VLSI (GLSVLSI-2020), Beijing, China, 2020.

Wei Jiang; Hans Dieter Schotten

A Deep Learning Method to Predict Fading Channel in Multi-Antenna Systems

In: 2020 IEEE 91st Vehicular Technology Conference. IEEE Vehicular Technology Conference (VTC-2020), May 25-28, Antwerp, Belgium, IEEE, 2020.

Ahmet Firintepe; Mohamed Selim; Alain Pagani; Didier Stricker

The More, the Merrier? A Study on In-Car IR-based Head Pose Estimation

In: Proceedings. IEEE Intelligent Vehicles Symposium (IV-2020), 31st, October 20-23, Las Vegas, Nevada, USA, IEEE, 2020.

Adriano Lucieri; Muhammad Naseer Bajwa; Stephan Alexander Braun; Muhammad Imran Malik; Andreas Dengel; Sheraz Ahmed

On Interpretability of Deep Learning based SkinLesion Classifiers using Concept Activation Vectors

In: International Joint Conference on Neural Networks. International Joint Conference on Neural Networks (IJCNN-2020), July 19-24, Glasgow, United Kingdom, IEEE, 2020.