| 2026 | ICAART | Can Generative Adversarial Networks Compete against Diffusion Models at Generating Time Series? | Philipp Engler, Ludger van Elst, Sheraz Ahmed, Andreas Dengel |
| 2025 | ICAART | SAT: Segment and Track Anything for Microscopy. | Nabeel Khalid, Mohammadmahdi Koochali, Khola Naseem, Maria Caroprese, Gillian Lovell, Daniel A. Porto, Johan Trygg, Andreas Dengel, Sheraz Ahmed |
| 2025 | ICAART | PointTrack: A Weakly-Supervised Segment-and-Track Anything Framework for Microscopy. | Nabeel Khalid, Mohammadmahdi Koochali, Khola Naseem, Maria Caroprese, Gillian Lovell, Daniel A. Porto, Johan Trygg, Andreas Dengel, Sheraz Ahmed |
| 2025 | ICAART | Synthesizing Annotated Cell Microscopy Images with Generative Adversarial Networks. | Duway Nicolas Lesmes-Leon, Miro Miranda, Maria Caroprese, Gillian Lovell, Andreas Dengel, Sheraz Ahmed |
| 2025 | ICAART | YeastFormer: An End-to-End Instance Segmentation Approach for Yeast Cells in Microstructure Environment. | Khola Naseem, Nabeel Khalid, Lea Bertgen, Johannes M. Herrmann, Andreas Dengel, Sheraz Ahmed |
| 2025 | ICAART | MicroVision: A Framework for Instance Segmentation of Yeast Cells and Traps in Microstructured Environment. | Khola Naseem, Nabeel Khalid, Lea Bertgen, Johannes M. Herrmann, Andreas Dengel, Sheraz Ahmed |
| 2025 | ICAART | How to Box Your Cells: An Introduction to Box Supervision for 2.5D Cell Instance Segmentation and a Study of Applications. | Fabian Schmeisser, Maria Caroprese, Gillian Lovell, Andreas Dengel, Sheraz Ahmed |
| 2025 | ICANN | Time Series Generation for Augmenting Multi-channel Automotive Audio Data. | Philipp Engler, Ludger van Elst, Peter Schichtel, Andreas Dengel, Sheraz Ahmed |
| 2025 | ICDAR | DocForgeNet: Dual Cross-Stream Fusion Network for Robust Forgery Detection in Scanned Documents. | Nauman Riaz, Stefan Agne, Andreas Dengel, Sheraz Ahmed |
| 2025 | ICDAR | DP-DocLDM: Differentially Private Document Image Generation Using Latent Diffusion Models. | Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed |
| 2024 | DICTA | Improving Medical Image Classification via Representation Fusion and Contrastive Learning. | Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed |
| 2024 | ICAART | Medi-CAT: Contrastive Adversarial Training for Medical Image Classification. | Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed |
| 2024 | ICAART | A Unique Training Strategy to Enhance Language Models Capabilities for Health Mention Detection from Social Media Content. | Pervaiz Iqbal Khan, Muhammad Nabeel Asim, Andreas Dengel, Sheraz Ahmed |
| 2024 | ICANN | CellSpot: Deep Learning-Based Efficient Cell Center Detection in Microscopic Images. | Nabeel Khalid, Maria Caroprese, Gillian Lovell, Johan Trygg, Andreas Dengel, Sheraz Ahmed |
| 2024 | ICANN | Point-Based Weakly Supervised 2.5D Cell Segmentation. | Fabian Schmeisser, Andreas Dengel, Sheraz Ahmed |
| 2024 | ICDAR | Latent Diffusion for Guided Document Table Generation. | Syed Jawwad Haider Hamdani, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed |
| 2024 | ICDAR | StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation. | Nauman Riaz, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed |
| 2024 | ICDAR | DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification. | Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed |
| 2024 | ICONIP | CCATS: Moving Forward with Class-Conditional Time Series Generation. | Philipp Engler, Alireza Koochali, Ludger van Elst, Andreas Dengel, Sheraz Ahmed |
| 2024 | ICONIP | Improving Text Representation for Disease Detection from Social Media via Self-augmentation and Contrastive Learning. | Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed |
| 2024 | ICPR | Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery. | Payal Varshney, Adriano Lucieri, Christoph Balada, Andreas Dengel, Sheraz Ahmed |
| 2023 | ICAART | Randout-KD: Finetuning Foundation Models for Text Classification via Random Noise and Knowledge Distillation. | Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed |
| 2023 | ICANN | Knowledge Forcing: Fusing Knowledge-Driven Approaches with LSTM for Time Series Forecasting. | Muhammad Ali Chattha, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed |
| 2023 | ICANN | PACE: Point Annotation-Based Cell Segmentation for Efficient Microscopic Image Analysis. | Nabeel Khalid, Tiago Comassetto Fres, Maria Caroprese, Gillian Lovell, Johan Trygg, Andreas Dengel, Sheraz Ahmed |
| 2023 | ICDAR | ColDBin: Cold Diffusion for Document Image Binarization. | Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed |
| 2022 | ICAART | Time to Focus: A Comprehensive Benchmark using Time Series Attribution Methods. | Dominique Mercier, Jwalin Bhatt, Andreas Dengel, Sheraz Ahmed |
| 2022 | ICANN | A Novel Approach to Train Diverse Types of Language Models for Health Mention Classification of Tweets. | Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed |
| 2022 | ICPR | Are Deep Models Robust against Real Distortions? A Case Study on Document Image Classification. | Saifullah Saifullah, Shoaib Ahmed Siddiqui, Stefan Agne, Andreas Dengel, Sheraz Ahmed |
| 2021 | ICAART | ImpactCite: An XLNet-based Solution Enabling Qualitative Citation Impact Analysis Utilizing Sentiment and Intent. | Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Andreas Dengel, Sheraz Ahmed |
| 2021 | ICAART | Utilizing Out-Domain Datasets to Enhance Multi-task Citation Analysis. | Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Sheraz Ahmed, Andreas Dengel |
| 2021 | ICDAR | Understanding and Mitigating the Impact of Model Compression for Document Image Classification. | Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed |
| 2021 | ICDAR | Analyzing the Potential of Zero-Shot Recognition for Document Image Classification. | Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed |
| 2021 | IJCNN | L2S-MirLoc: A Lightweight Two Stage MiRNA Sub-Cellular Localization Prediction Framework. | Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Christoph Zehe, Olivier Cloarec, Rickard Sjgren, Johan Trygg, Andreas Dengel, Sheraz Ahmed |
| 2021 | IJCNN | DeepCeNS: An end-to-end Pipeline for Cell and Nucleus Segmentation in Microscopic Images. | Nabeel Khalid, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjgren, Andreas Dengel, Sheraz Ahmed |
| 2021 | IJCNN | PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification. | Dominique Mercier, Andreas Dengel, Sheraz Ahmed |
| 2020 | DAS | From Automatic Keyword Detection to Ontology-Based Topic Modeling. | Marc Beck, Syed Tahseen Raza Rizvi, Andreas Dengel, Sheraz Ahmed |
| 2020 | ICONIP | Enhancer-DSNet: A Supervisedly Prepared Enriched Sequence Representation for the Identification of Enhancers and Their Strength. | Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed |
| 2020 | ICONIP | DeepEquaL: Deep Learning Based Mathematical Equation to Latex Generation. | Ghaith Bilbeisi, Sheraz Ahmed, Rupak Majumdar |
| 2020 | ICONIP | Improving Personal Health Mention Detection on Twitter Using Permutation Based Word Representation Learning. | Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed |
| 2020 | ICONIP | Explaining AI-Based Decision Support Systems Using Concept Localization Maps. | Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed |
| 2020 | ICONIP | P2ExNet: Patch-Based Prototype Explanation Network. | Dominique Mercier, Andreas Dengel, Sheraz Ahmed |
| 2020 | ICONIP | Benchmarking Adversarial Attacks and Defenses for Time-Series Data. | Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed |
| 2020 | IJCNN | K-mer Neural Embedding Performance Analysis Using Amino Acid Codons. | Muhammad Nabeel Asim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed |
| 2020 | IJCNN | G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection. | Muhammad Naseer Bajwa, Gur Amrit Pal Singh, Wolfgang Neumeier, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed |
| 2020 | IJCNN | Conceptual Explanations of Neural Network Prediction for Time Series. | Ferdinand Ksters, Peter Schichtel, Sheraz Ahmed, Andreas Dengel |
| 2020 | IJCNN | On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors. | Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed |
| 2020 | IJCNN | Interpreting Deep Models through the Lens of Data. | Dominique Mercier, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed |
| 2019 | DICTA | OGaze: Gaze Prediction in Egocentric Videos for Attentional Object Selection. | Mohammad Al-Naser, Shoaib Ahmed Siddiqui, Hiroki Ohashi, Sheraz Ahmed, Nakamura Katsuyki, Takuto Sato, Andreas Dengel |
| 2019 | DICTA | Benchmarking Object Detection Networks for Image Based Reference Detection in Document Images. | Syed Tahseen Raza Rizvi, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed |
| 2019 | DICTA | FFD: Figure and Formula Detection from Document Images. | Junaid Younas, Syed Tahseen Raza Rizvi, Muhammad Imran Malik, Faisal Shafait, Paul Lukowicz, Sheraz Ahmed |
| 2019 | ICANN | DeepEX: Bridging the Gap Between Knowledge and Data Driven Techniques for Time Series Forecasting. | Muhammad Ali Chattha, Shoaib Ahmed Siddiqui, Mohsin Munir, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed |
| 2019 | ICANN | TSXplain: Demystification of DNN Decisions for Time-Series Using Natural Language and Statistical Features. | Mohsin Munir, Shoaib Ahmed Siddiqui, Ferdinand Ksters, Dominique Mercier, Andreas Dengel, Sheraz Ahmed |
| 2019 | ICDAR | A Robust Hybrid Approach for Textual Document Classification. | Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed |
| 2019 | ICDAR | Two Stream Deep Network for Document Image Classification. | Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Khizar Razzaque, Andreas Dengel, Sheraz Ahmed |
| 2019 | ICDAR | DeepTabStR: Deep Learning based Table Structure Recognition. | Shoaib Ahmed Siddiqui, Imran Ali Fateh, Syed Tahseen Raza Rizvi, Andreas Dengel, Sheraz Ahmed |
| 2019 | ICDAR | Rethinking Semantic Segmentation for Table Structure Recognition in Documents. | Shoaib Ahmed Siddiqui, Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed |
| 2019 | ICMLA | A Comparative Analysis of Traditional and Deep Learning-Based Anomaly Detection Methods for Streaming Data. | Mohsin Munir, Muhammad Ali Chattha, Andreas Dengel, Sheraz Ahmed |
| 2018 | ETRA | Evaluating similarity measures for gaze patterns in the context of representational competence in physics education. | Saleh Mozaffari, Pascal Klein, Jouni Viiri, Sheraz Ahmed, Jochen Kuhn, Andreas Dengel |
| 2018 | ICAART | Hierarchical Model for Zero-shot Activity Recognition using Wearable Sensors. | Mohammad Al-Naser, Hiroki Ohashi, Sheraz Ahmed, Katsuyuki Nakamura, Takayuki Akiyama, Takuto Sato, Phong Xuan Nguyen, Andreas Dengel |
| 2018 | ICAART | Towards a Digital Personal Trainer for Health Clubs - Sport Exercise Recognition Using Personalized Models and Deep Learning. | Sebastian Baumbach, Arun Bhatt, Sheraz Ahmed, Andreas Dengel |
| 2018 | ICAART | SentiCite - An Approach for Publication Sentiment Analysis. | Dominique Mercier, Akansha Bhardwaj, Andreas Dengel, Sheraz Ahmed |
| 2018 | ICAART | Ontology-based Information Extraction from Technical Documents. | Syed Tahseen Raza Rizvi, Dominique Mercier, Stefan Agne, Steffen Erkel, Andreas Dengel, Sheraz Ahmed |
| 2017 | ICDAR | Cutting the Error by Half: Investigation of Very Deep CNN and Advanced Training Strategies for Document Image Classification. | Muhammad Zeshan Afzal, Andreas Klsch, Sheraz Ahmed, Marcus Liwicki |
| 2017 | ICDAR | Academic Community Explorer (ACE) for Syntactic, Semantic and Pragmatic Document Analysis. | Akansha Bhardwaj, Dominique Mercier, Hisham Hashmi, Sheraz Ahmed, Andreas Dengel |
| 2017 | ICDAR | AirScript - Creating Documents in Air. | Ayushman Dash, Amit Sahu, Rajveer Shringi, John Cristian Borges Gamboa, Muhammad Zeshan Afzal, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed |
| 2017 | ICDAR | DeepDeSRT: Deep Learning for Detection and Structure Recognition of Tables in Document Images. | Sebastian Schreiber, Stefan Agne, Ivo Wolf, Andreas Dengel, Sheraz Ahmed |
| 2017 | ICDAR | D-StaR: A Generic Method for Stamp Segmentation from Document Images. | Junaid Younas, Muhammad Zeshan Afzal, Muhammad Imran Malik, Faisal Shafait, Paul Lukowicz, Sheraz Ahmed |
| 2017 | ICDM | Pattern-Based Contextual Anomaly Detection in HVAC Systems. | Mohsin Munir, Steffen Erkel, Andreas Dengel, Sheraz Ahmed |
| 2017 | ICONIP | DeepBIBX: Deep Learning for Image Based Bibliographic Data Extraction. | Akansha Bhardwaj, Dominik Mercier, Andreas Dengel, Sheraz Ahmed |
| 2016 | ICFHR | Automatic Signature Segmentation Using Hyper-Spectral Imaging. | Umair Muneer Butt, Sheraz Ahmed, Faisal Shafait, Christian Nansen, Ajmal Saeed Mian, Muhammad Imran Malik |
| 2015 | ICDAR | ICDAR2015 competition on signature verification and writer identification for on- and off-line skilled forgeries (SigWIcomp2015). | Muhammad Imran Malik, Sheraz Ahmed, Angelo Marcelli, Umapada Pal, Michael Blumenstein, Linda Alewijnse, Marcus Liwicki |
| 2013 | ICDAR | Automatic Ground Truth Generation of Camera Captured Documents Using Document Image Retrieval. | Sheraz Ahmed, Koichi Kise, Masakazu Iwamura, Marcus Liwicki, Andreas Dengel |
| 2013 | ICDAR | A Generic Method for Stamp Segmentation Using Part-Based Features. | Sheraz Ahmed, Faisal Shafait, Marcus Liwicki, Andreas Dengel |
| 2013 | ICDAR | FREAK for Real Time Forensic Signature Verification. | Muhammad Imran Malik, Sheraz Ahmed, Marcus Liwicki, Andreas Dengel |
| 2012 | DAS | Extraction of Text Touching Graphics Using SURF. | Sheraz Ahmed, Marcus Liwicki, Andreas Dengel |
| 2012 | DAS | Automatic Room Detection and Room Labeling from Architectural Floor Plans. | Sheraz Ahmed, Marcus Liwicki, Markus Weber, Andreas Dengel |
| 2012 | DAS | A Signature Verification Framework for Digital Pen Applications. | Muhammad Imran Malik, Sheraz Ahmed, Andreas Dengel, Marcus Liwicki |
| 2012 | ICFHR | Signature Segmentation from Document Images. | Sheraz Ahmed, Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel |
| 2011 | ICDAR | Improved Automatic Analysis of Architectural Floor Plans. | Sheraz Ahmed, Marcus Liwicki, Markus Weber, Andreas Dengel |
| 2011 | ICDAR | Text/Graphics Segmentation in Architectural Floor Plans. | Sheraz Ahmed, Markus Weber, Marcus Liwicki, Andreas Dengel |