Sheraz Ahmed

225 papers A 15B 17C 1Misc 4Journal 123Unranked 63
YearRankTypeTitle / Venue / Authors
2026 — conf
Can Generative Adversarial Networks Compete against Diffusion Models at Generating Time Series?
ICAART (4)
Philipp Engler, Ludger van Elst, Sheraz Ahmed, Andreas Dengel
2026 J jnl
DocDjinn: Controllable Synthetic Document Generation with VLMs and Handwriting Diffusion.
CoRR
Marcel Lamott, Saifullah Saifullah, Nauman Riaz, Yves-Noel Weweler, Tobias Alt-Veit, Ahmad Sarmad Ali, Muhammad Armaghan Shakir, Adrian Kalwa, Momina Moetesum, Andreas Dengel, Sheraz Ahmed, Faisal Shafait, Ulrich Schwanecke, Adrian Ulges
2026 J jnl
FREQuency ATTribution: benchmarking frequency-based occlusion for time series data.
Appl. Intell.
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2026 J jnl
SLUM-i: Semi-supervised Learning for Urban Mapping of Informal Settlements and Data Quality Benchmarking.
CoRR
Muhammad Taha Mukhtar, Syed Musa Ali Kazmi, Khola Naseem, Muhammad Ali Chattha, Andreas Dengel, Sheraz Ahmed, Muhammad Naseer Bajwa, Muhammad Imran Malik
2026 J jnl
The Sound of Death: Deep Learning Reveals Vascular Damage from Carotid Ultrasound.
CoRR
Christoph Balada, Aida Romano-Martinez, Payal Varshney, Vincent ten Cate, Katharina Geschke, Jonas Tesarz, Paul Claßen, Alexander K. Schuster, Dativa Tibyampansha, Karl-Patrik Kresoja, Philipp S. Wild, Sheraz Ahmed, Andreas Dengel
2025 J jnl
Addressing data dependency in neural networks: introducing the Knowledge Enhanced Neural Network (KENN) for time series forecasting +.
Mach. Learn.
Muhammad Ali Chattha, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2025 — conf
Box it and Track it: A Weakly Supervised Framework for Cell Tracking.
DAGM GCPR
Nabeel Khalid, Mohammadmahdi Koochali, Khola Naseem, Gillian Lovell, Bianca Migliori, Daniel A. Porto, Johan Trygg, Andreas Dengel, Sheraz Ahmed
2025 J jnl
Cloud segmentation in satellite imagery using attention-based deep learning.
Multim. Tools Appl.
Khola Naseem, Muhammad Imran Malik, Sheraz Ahmed
2025 — conf
DP-DocLDM: Differentially Private Document Image Generation Using Latent Diffusion Models.
ICDAR (4)
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2025 J jnl
DP-DocLDM: Differentially Private Document Image Generation using Latent Diffusion Models.
CoRR
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2025 — conf
Deep Learning for Cardiovascular Risk Assessment: Proxy Features from Carotid Sonography as Predictors of Arterial Damage.
MIUA (3)
Christoph Balada, Aida Romano-Martinez, Vincent ten Cate, Katharina Geschke, Jonas Tesarz, Paul Claßen, Alexander K. Schuster, Dativa Tibyampansha, Karl-Patrik Kresoja, Philipp S. Wild, Sheraz Ahmed, Andreas Dengel
2025 J jnl
Deep Learning for Cardiovascular Risk Assessment: Proxy Features from Carotid Sonography as Predictors of Arterial Damage.
CoRR
Christoph Balada, Aida Romano-Martinez, Vincent ten Cate, Katharina Geschke, Jonas Tesarz, Paul Claßen, Alexander K. Schuster, Dativa Tibyampansha, Karl-Patrik Kresoja, Philipp S. Wild, Sheraz Ahmed, Andreas Dengel
2025 J jnl
Discovering Concept Directions from Diffusion-based Counterfactuals via Latent Clustering.
CoRR
Payal Varshney, Adriano Lucieri, Christoph Balada, Andreas Dengel, Sheraz Ahmed
2025 — conf
DocForgeNet: Dual Cross-Stream Fusion Network for Robust Forgery Detection in Scanned Documents.
ICDAR (4)
Nauman Riaz, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2025 J jnl
DocVCE: Diffusion-based Visual Counterfactual Explanations for Document Image Classification.
CoRR
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2025 J jnl
FREQuency ATTribution: Benchmarking Frequency-based Occlusion for Time Series Data.
CoRR
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2025 — conf
How to Box Your Cells: An Introduction to Box Supervision for 2.5D Cell Instance Segmentation and a Study of Applications.
ICAART (3)
Fabian Schmeisser, Maria Caroprese, Gillian Lovell, Andreas Dengel, Sheraz Ahmed
2025 J jnl
KRNN: A hybrid data and knowledge oriented time series forecasting approach for health care applications.
Expert Syst. Appl.
Muhammad Ali Chattha, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2025 J jnl
LD-ViCE: Latent Diffusion Model for Video Counterfactual Explanations.
CoRR
Payal Varshney, Adriano Lucieri, Christoph Balada, Sheraz Ahmed, Andreas Dengel
2025 J jnl
Leveraging the Potential of Novel Data in Power Line Communication of Electricity Grids.
IEEE Access
Christoph Balada, Max Bondorf, Sheraz Ahmed, Markus Zdrallek, Andreas Dengel
2025 — conf
SAT: Segment and Track Anything for Microscopy.
ICAART (2)
Nabeel Khalid, Mohammadmahdi Koochali, Khola Naseem, Maria Caroprese, Gillian Lovell, Daniel A. Porto, Johan Trygg, Andreas Dengel, Sheraz Ahmed
2025 — conf
Spectral Occlusion - Attribution Beyond Spatial Relevance Heatmaps.
xAI (5)
Fabian Schmeisser, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
2025 — conf
Synthesizing Annotated Cell Microscopy Images with Generative Adversarial Networks.
ICAART (3)
Duway Nicolas Lesmes-Leon, Miro Miranda, Maria Caroprese, Gillian Lovell, Andreas Dengel, Sheraz Ahmed
2025 — conf
Time Series Generation for Augmenting Multi-channel Automotive Audio Data.
ICANN (3)
Philipp Engler, Ludger van Elst, Peter Schichtel, Andreas Dengel, Sheraz Ahmed
2025 J jnl
VAEneu: a new avenue for VAE application on probabilistic forecasting.
Appl. Intell.
Alireza Koochali, Ensiye Tahaei, Andreas Dengel, Sheraz Ahmed
2025 — conf
YeastFormer: An End-to-End Instance Segmentation Approach for Yeast Cells in Microstructure Environment.
ICAART (2)
Khola Naseem, Nabeel Khalid, Lea Bertgen, Johannes M. Herrmann, Andreas Dengel, Sheraz Ahmed
2024 — conf
A Line Is All You Need: Weak Supervision for 2.5D Cell Segmentation.
MIUA (1)
Fabian Schmeisser, Céline Thomann, Emma Petiot, Gillian Lovell, Maria Caroprese, Andreas Dengel, Sheraz Ahmed
2024 — conf
A Unique Training Strategy to Enhance Language Models Capabilities for Health Mention Detection from Social Media Content.
ICAART (3)
Pervaiz Iqbal Khan, Muhammad Nabeel Asim, Andreas Dengel, Sheraz Ahmed
2024 — conf
Bounding Box Is All You Need: Learning to Segment Cells in 2D Microscopic Images via Box Annotations.
MIUA (1)
Nabeel Khalid, Maria Caroprese, Gillian Lovell, Daniel A. Porto, Johan Trygg, Andreas Dengel, Sheraz Ahmed
2024 J jnl
CAPTURE: Comprehensive anti-cancer peptide predictor with a unique amino acid sequence encoder.
Comput. Biol. Medicine
Hina Ghafoor, Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Sheraz Ahmed, Andreas Dengel
2024 — conf
CCATS: Moving Forward with Class-Conditional Time Series Generation.
ICONIP (3)
Philipp Engler, Alireza Koochali, Ludger van Elst, Andreas Dengel, Sheraz Ahmed
2024 — conf
CellGenie: An End-to-End Pipeline for Synthetic Cellular Data Generation and Segmentation: A Use Case for Cell Segmentation in Microscopic Images.
MIUA (1)
Nabeel Khalid, Mohammadmahdi Koochali, Duway Nicolas Lesmes-Leon, Maria Caroprese, Gillian Lovell, Daniel A. Porto, Johan Trygg, Andreas Dengel, Sheraz Ahmed
2024 — conf
CellSpot: Deep Learning-Based Efficient Cell Center Detection in Microscopic Images.
ICANN (8)
Nabeel Khalid, Maria Caroprese, Gillian Lovell, Johan Trygg, Andreas Dengel, Sheraz Ahmed
2024 J jnl
DocXclassifier: towards a robust and interpretable deep neural network for document image classification.
Int. J. Document Anal. Recognit.
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024 — conf
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification.
ICDAR (4)
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024 J jnl
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification.
CoRR
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024 J jnl
From private to public: benchmarking GANs in the context of private time series classification.
Appl. Intell.
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2024 — conf
Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery.
ICPR (12)
Payal Varshney, Adriano Lucieri, Christoph Balada, Andreas Dengel, Sheraz Ahmed
2024 J jnl
Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery.
CoRR
Payal Varshney, Adriano Lucieri, Christoph Balada, Andreas Dengel, Sheraz Ahmed
2024 J jnl
Improving Disease Detection from Social Media Text via Self-Augmentation and Contrastive Learning.
CoRR
Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed
2024 Misc conf
Improving Medical Image Classification via Representation Fusion and Contrastive Learning.
DICTA
Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed
2024 — conf
Improving Text Representation for Disease Detection from Social Media via Self-augmentation and Contrastive Learning.
ICONIP (5)
Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed
2024 — conf
Latent Diffusion for Guided Document Table Generation.
ICDAR (5)
Syed Jawwad Haider Hamdani, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024 J jnl
Latent Diffusion for Guided Document Table Generation.
CoRR
Syed Jawwad Haider Hamdani, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024 — conf
Medi-CAT: Contrastive Adversarial Training for Medical Image Classification.
ICAART (3)
Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed
2024 — conf
Point-Based Weakly Supervised 2.5D Cell Segmentation.
ICANN (8)
Fabian Schmeisser, Andreas Dengel, Sheraz Ahmed
2024 — conf
StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation.
ICDAR (2)
Nauman Riaz, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024 J jnl
StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation.
CoRR
Nauman Riaz, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024 J jnl
Survival prediction landscape: an in-depth systematic literature review on activities, methods, tools, diseases, and databases.
Frontiers Artif. Intell.
Ahtisham Fazeel Abbasi, Muhammad Nabeel Asim, Sheraz Ahmed, Sebastian J. Vollmer, Andreas Dengel
2024 J jnl
The Reality of High Performing Deep Learning Models: A Case Study on Document Image Classification.
IEEE Access
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024 J jnl
The privacy-explainability trade-off: unraveling the impacts of differential privacy and federated learning on attribution methods.
Frontiers Artif. Intell.
Saifullah Saifullah, Dominique Mercier, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
2024 J jnl
Towards privacy preserved document image classification: a comprehensive benchmark.
Int. J. Document Anal. Recognit.
Saifullah Saifullah, Dominique Mercier, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024 J jnl
VAEneu: A New Avenue for VAE Application on Probabilistic Forecasting.
CoRR
Alireza Koochali, Ensiye Tahaei, Andreas Dengel, Sheraz Ahmed
2024 J jnl
WordVIS: A Color Worth A Thousand Words.
CoRR
Umar Khan, Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2023 J jnl
A Bayesian Generative Adversarial Network (GAN) to Generate Synthetic Time-Series Data, Application in Combined Sewer Flow Prediction.
CoRR
Amin E. Bakhshipour, Alireza Koochali, Ulrich Dittmer, Ali Haghighi, Sheraz Ahmed, Andreas Dengel
2023 J jnl
A Unique Training Strategy to Enhance Language Models Capabilities for Health Mention Detection from Social Media Content.
CoRR
Pervaiz Iqbal Khan, Muhammad Nabeel Asim, Andreas Dengel, Sheraz Ahmed
2023 J jnl
ACE 2.0: A Comprehensive tool for automatic extraction, analysis, and digital profiling of the researchers in Scientific Communities.
Soc. Netw. Anal. Min.
Syed Tahseen Raza Rizvi, Sheraz Ahmed, Andreas Dengel
2023 J jnl
Analyzing the potential of active learning for document image classification.
Int. J. Document Anal. Recognit.
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2023 J jnl
Class Conditional Time Series Generation with Structured Noise Space GAN.
CoRR
Hamidreza Gholamrezaei, Alireza Koochali, Andreas Dengel, Sheraz Ahmed
2023 — conf
ColDBin: Cold Diffusion for Document Image Binarization.
ICDAR (5)
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2023 J jnl
Combining low-volatility and mean-reversion anomalies: Better together?
Algorithmic Finance
Eero Pätäri, Sheraz Ahmed, Tuomas Lankinen, Julian Scott Yeomans
2023 J jnl
DNA-MP: a generalized DNA modifications predictor for multiple species based on powerful sequence encoding method.
Briefings Bioinform.
Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Ahtisham Fazeel, Andreas Dengel, Sheraz Ahmed
2023 — conf
Deep Learning Architectures for the Prediction of YY1-Mediated Chromatin Loops.
ISBRA
Ahtisham Fazeel Abbasi, Muhammad Nabeel Asim, Johan Trygg, Andreas Dengel, Sheraz Ahmed
2023 J jnl
From Private to Public: Benchmarking GANs in the Context of Private Time Series Classification.
CoRR
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2023 J jnl
Histone-Net: a multi-paradigm computational framework for histone occupancy and modification prediction.
Complex Intell. Syst.
Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Imran Razzak, Andreas Dengel, Sheraz Ahmed
2023 J jnl
IAMonSense: multi-level handwriting classification using spatiotemporal information.
Int. J. Document Anal. Recognit.
Ahmad Mustafid, Junaid Younas, Paul Lukowicz, Sheraz Ahmed
2023 — conf
Knowledge Forcing: Fusing Knowledge-Driven Approaches with LSTM for Time Series Forecasting.
ICANN (6)
Muhammad Ali Chattha, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2023 J jnl
Medi-CAT: Contrastive Adversarial Training for Medical Image Classification.
CoRR
Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed
2023 — conf
NP-BERT: A Two-Staged BERT Based Nucleosome Positioning Prediction Architecture for Multiple Species.
BIOINFORMATICS
Ahtisham Fazeel, Areeb Agha, Andreas Dengel, Sheraz Ahmed
2023 — conf
PACE: Point Annotation-Based Cell Segmentation for Efficient Microscopic Image Analysis.
ICANN (2)
Nabeel Khalid, Tiago Comassetto Fróes, Maria Caroprese, Gillian Lovell, Johan Trygg, Andreas Dengel, Sheraz Ahmed
2023 J jnl
Performance Comparison of Transformer-Based Models on Twitter Health Mention Classification.
IEEE Trans. Comput. Soc. Syst.
Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed
2023 J jnl
PrIeD-KIE: Towards Privacy Preserved Document Key Information Extraction.
CoRR
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2023 J jnl
Quantifying quality of class-conditional generative models in time series domain.
Appl. Intell.
Alireza Koochali, Maria Walch, Sankrutyayan Thota, Peter Schichtel, Andreas Dengel, Sheraz Ahmed
2023 — conf
Randout-KD: Finetuning Foundation Models for Text Classification via Random Noise and Knowledge Distillation.
ICAART (3)
Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed
2023 J jnl
Translating theory into practice: assessing the privacy implications of concept-based explanations for biomedical AI.
Frontiers Bioinform.
Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
2022 — conf
A Novel Approach to Train Diverse Types of Language Models for Health Mention Classification of Tweets.
ICANN (2)
Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed
2022 J jnl
A Novel Approach to Train Diverse Types of Language Models for Health Mention Classification of Tweets.
CoRR
Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed
2022 B conf
Are Deep Models Robust against Real Distortions? A Case Study on Document Image Classification.
ICPR
Saifullah Saifullah, Shoaib Ahmed Siddiqui, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2022 J jnl
CircNet: an encoder-decoder-based convolution neural network (CNN) for circular RNA identification.
Neural Comput. Appl.
Marco Stricker, Muhammad Nabeel Asim, Andreas Dengel, Sheraz Ahmed
2022 — conf
DeepMuCS: A Framework for Co-culture Microscopic Image Analysis: From Generation to Segmentation.
BHI
Nabeel Khalid, Mohammadmahdi Koochali, Vikas Rajashekar, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed
2022 — ch.
Erklärbare KI in der medizinischen Diagnose - Erfolge und Herausforderungen.
Künstliche Intelligenz im Gesundheitswesen
Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed
2022 J jnl
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification.
IEEE Trans. Ind. Informatics
Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
2022 J jnl
ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis of Skin Lesions.
CoRR
Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2022 J jnl
ExAID: A multimodal explanation framework for computer-aided diagnosis of skin lesions.
Comput. Methods Programs Biomed.
Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2022 J jnl
FiN: A Smart Grid and Power Line Communication Dataset.
CoRR
Christoph Peter Balada, Sheraz Ahmed, Andreas Dengel, Max Bondorf, Nikolai Hopfer, Markus Zdrallek
2022 J jnl
Holistic multi-class classification & grading of diabetic foot ulcerations from plantar thermal images using deep learning.
Health Inf. Sci. Syst.
Shishir Muralidhara, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
2022 J jnl
Improving Health Mention Classification of Social Media Content Using Contrastive Adversarial Training.
IEEE Access
Pervaiz Iqbal Khan, Shoaib Ahmed Siddiqui, Imran Razzak, Andreas Dengel, Sheraz Ahmed
2022 J jnl
Improving Health Mentioning Classification of Tweets using Contrastive Adversarial Training.
CoRR
Pervaiz Iqbal Khan, Shoaib Ahmed Siddiqui, Imran Razzak, Andreas Dengel, Sheraz Ahmed
2022 J jnl
KENN: Enhancing Deep Neural Networks by Leveraging Knowledge for Time Series Forecasting.
CoRR
Muhammad Ali Chattha, Ludger van Elst, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2022 J jnl
Leveraging the Potential of Novel Data in Power Line Communication of Electricity Grids.
CoRR
Christoph Balada, Max Bondorf, Sheraz Ahmed, Andreas Dengel, Markus Zdrallek
2022 J jnl
PPML-TSA: A modular privacy-preserving time series classification framework.
Softw. Impacts
Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
2022 — conf
Point2Mask: A Weakly Supervised Approach for Cell Segmentation Using Point Annotation.
MIUA
Nabeel Khalid, Fabian Schmeisser, Mohammadmahdi Koochali, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed
2022 J jnl
Privacy Meets Explainability: A Comprehensive Impact Benchmark.
CoRR
Saifullah Saifullah, Dominique Mercier, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
2022 J jnl
Quantifying Quality of Class-Conditional Generative Models in Time-Series Domain.
CoRR
Alireza Koochali, Maria Walch, Sankrutyayan Thota, Peter Schichtel, Andreas Dengel, Sheraz Ahmed
2022 J jnl
Random Noise vs State-of-the-Art Probabilistic Forecasting Methods : A Case Study on CRPS-Sum Discrimination Ability.
CoRR
Alireza Koochali, Peter Schichtel, Andreas Dengel, Sheraz Ahmed
2022 — conf
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification.
MIUA
Adriano Lucieri, Fabian Schmeisser, Christoph Peter Balada, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
2022 J jnl
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification.
CoRR
Adriano Lucieri, Fabian Schmeisser, Christoph Peter Balada, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
2022 J jnl
Time to Focus: A Comprehensive Benchmark Using Time Series Attribution Methods.
CoRR
Dominique Mercier, Jwalin Bhatt, Andreas Dengel, Sheraz Ahmed
2022 — conf
Time to Focus: A Comprehensive Benchmark using Time Series Attribution Methods.
ICAART (2)
Dominique Mercier, Jwalin Bhatt, Andreas Dengel, Sheraz Ahmed
2022 J jnl
TimeREISE: Time Series Randomized Evolving Input Sample Explanation.
Sensors
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2022 J jnl
TimeREISE: Time-series Randomized Evolving Input Sample Explanation.
CoRR
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2022 J jnl
Utilizing Out-Domain Datasets to Enhance Multi-Task Citation Analysis.
CoRR
Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Sheraz Ahmed, Andreas Dengel
2021 J jnl
A Robust and Precise ConvNet for Small Non-Coding RNA Classification (RPC-snRC).
IEEE Access
Muhammad Nabeel Asim, Muhammad Imran Malik, Christoph Zehe, Johan Trygg, Andreas Dengel, Sheraz Ahmed
2021 — conf
Analyzing the Potential of Zero-Shot Recognition for Document Image Classification.
ICDAR (4)
Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
2021 J jnl
Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification.
Neural Comput. Appl.
Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Ali Ibrahim, Waqar Mahmood, Andreas Dengel, Sheraz Ahmed
2021 — conf
ChrSLoc-Net: Machine Learning-Based Prediction of Channelrhodopsins Proteins within Plasma Membrane.
BHI
Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2021 J jnl
Correction to: Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification.
Neural Comput. Appl.
Muhammad Nabeel Asim, Muhammad Usman Ghani, Muhammad Ali Ibrahim, Waqar Mahmood, Andreas Dengel, Sheraz Ahmed
2021 J jnl
Deep Learning Based Decision Support for Medicine - A Case Study on Skin Cancer Diagnosis.
CoRR
Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
2021 — conf
DeepCIS: An end-to-end Pipeline for Cell-type aware Instance Segmentation in Microscopic Images.
BHI
Nabeel Khalid, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed
2021 B conf
DeepCeNS: An end-to-end Pipeline for Cell and Nucleus Segmentation in Microscopic Images.
IJCNN
Nabeel Khalid, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed
2021 J jnl
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification.
CoRR
Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
2021 J jnl
Guest Editorial Computational Social Systems for COVID-19 Emergency Management and Beyond.
IEEE Trans. Comput. Soc. Syst.
Jun Jason Zhang, Fei-Yue Wang, Yong Yuan, Guandong Xu, Huan Liu, Wei Gao, Shoaib Jameel, Imran Razzak, Peter W. Eklund, Sheraz Ahmed, Rui Qin, Juanjuan Li, Xiao Wang, De-Nian Yang, Damla Turgut, Abderrahim Benslimane, Neeli Prasad, Kwang-Cheng Chen
2021 — conf
ImpactCite: An XLNet-based Solution Enabling Qualitative Citation Impact Analysis Utilizing Sentiment and Intent.
ICAART (2)
Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Andreas Dengel, Sheraz Ahmed
2021 B conf
L2S-MirLoc: A Lightweight Two Stage MiRNA Sub-Cellular Localization Prediction Framework.
IJCNN
Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Christoph Zehe, Olivier Cloarec, Rickard Sjögren, Johan Trygg, Andreas Dengel, Sheraz Ahmed
2021 J jnl
Learning the micro deformations by max-pooling for offline signature verification.
Pattern Recognit.
Yuchen Zheng, Brian Kenji Iwana, Muhammad Imran Malik, Sheraz Ahmed, Wataru Ohyama, Seiichi Uchida
2021 B conf
PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification.
IJCNN
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2021 J jnl
PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification.
CoRR
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2021 J jnl
Self-Supervised Representation Learning for Document Image Classification.
IEEE Access
Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
2021 J jnl
Sense the pen: Classification of online handwritten sequences (text, mathematical expression, plot/graph).
Expert Syst. Appl.
Junaid Younas, Muhammad Imran Malik, Sheraz Ahmed, Faisal Shafait, Paul Lukowicz
2021 J jnl
TSInsight: A Local-Global Attribution Framework for Interpretability in Time Series Data.
Sensors
Shoaib Ahmed Siddiqui, Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2021 J jnl
Understanding Information Spreading Mechanisms During COVID-19 Pandemic by Analyzing the Impact of Tweet Text and User Features for Retweet Prediction.
CoRR
Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed
2021 — conf
Understanding and Mitigating the Impact of Model Compression for Document Image Classification.
ICDAR (1)
Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
2021 — conf
Utilizing Out-Domain Datasets to Enhance Multi-task Citation Analysis.
ICAART (Revised Selected Papers)
Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Sheraz Ahmed, Andreas Dengel
2021 — conf
Volatility Risk Premium and European Equity Index Returns.
KNOWCON
Antti Ihalainen, Sheraz Ahmed, Eero Pätäri
2021 — conf
XAI Handbook: Towards a Unified Framework for Explainable AI.
ICCVW
Sebastian Palacio, Adriano Lucieri, Mohsin Munir, Sheraz Ahmed, Jörn Hees, Andreas Dengel
2021 J jnl
XAI Handbook: Towards a Unified Framework for Explainable AI.
CoRR
Sebastian Palacio, Adriano Lucieri, Mohsin Munir, Jörn Hees, Sheraz Ahmed, Andreas Dengel
2020 J jnl
A Hybrid Approach and Unified Framework for Bibliographic Reference Extraction.
IEEE Access
Syed Tahseen Raza Rizvi, Andreas Dengel, Sheraz Ahmed
2020 J jnl
Achievements and Challenges in Explaining Deep Learning based Computer-Aided Diagnosis Systems.
CoRR
Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed
2020 J jnl
Benchmark Performance of Machine And Deep Learning Based Methodologies for Urdu Text Document Classification.
CoRR
Muhammad Nabeel Asim, Muhammad Usman Ghani, Muhammad Ali Ibrahim, Sheraz Ahmed, Waqar Mahmood, Andreas Dengel
2020 — conf
Benchmarking Adversarial Attacks and Defenses for Time-Series Data.
ICONIP (3)
Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
2020 J jnl
Benchmarking Deep Learning Models for Classification of Book Covers.
SN Comput. Sci.
Adriano Lucieri, Huzaifa Sabir, Shoaib Ahmed Siddiqui, Syed Tahseen Raza Rizvi, Brian Kenji Iwana, Seiichi Uchida, Andreas Dengel, Sheraz Ahmed
2020 J jnl
Benchmarking adversarial attacks and defenses for time-series data.
CoRR
Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
2020 J jnl
Blockchain as a Trust Builder in the Smart City Domain: A Systematic Literature Review.
IEEE Access
Sheraz Ahmed, Muhammad Arif Shah, Karzan Wakil
2020 J jnl
Combining Fine- and Coarse-Grained Classifiers for Diabetic Retinopathy Detection.
CoRR
Muhammad Naseer Bajwa, Yoshinobu Taniguchi, Muhammad Imran Malik, Wolfgang Neumeier, Andreas Dengel, Sheraz Ahmed
2020 B conf
Conceptual Explanations of Neural Network Prediction for Time Series.
IJCNN
Ferdinand Küsters, Peter Schichtel, Sheraz Ahmed, Andreas Dengel
2020 J jnl
Confident Classification Using a Hybrid Between Deterministic and Probabilistic Convolutional Neural Networks.
IEEE Access
Muhammad Naseer Bajwa, Suleman Khurram, Mohsin Munir, Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2020 J jnl
DeepAirSig: End-to-End Deep Learning Based in-Air Signature Verification.
IEEE Access
Jameel Malik, Ahmed Elhayek, Suparna Guha, Sheraz Ahmed, Amna Gillani, Didier Stricker
2020 J jnl
DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks.
CoRR
Mateus Dias Ribeiro, Abdul Rehman, Sheraz Ahmed, Andreas Dengel
2020 — conf
DeepEquaL: Deep Learning Based Mathematical Equation to Latex Generation.
ICONIP (5)
Ghaith Bilbeisi, Sheraz Ahmed, Rupak Majumdar
2020 — conf
Enhancer-DSNet: A Supervisedly Prepared Enriched Sequence Representation for the Identification of Enhancers and Their Strength.
ICONIP (3)
Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2020 — conf
Explaining AI-Based Decision Support Systems Using Concept Localization Maps.
ICONIP (4)
Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed
2020 J jnl
Explaining AI-based Decision Support Systems using Concept Localization Maps.
CoRR
Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed
2020 B conf
From Automatic Keyword Detection to Ontology-Based Topic Modeling.
DAS
Marc Beck, Syed Tahseen Raza Rizvi, Andreas Dengel, Sheraz Ahmed
2020 B conf
G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection.
IJCNN
Muhammad Naseer Bajwa, Gur Amrit Pal Singh, Wolfgang Neumeier, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2020 J jnl
G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection.
CoRR
Muhammad Naseer Bajwa, Gur Amrit Pal Singh, Wolfgang Neumeier, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2020 J jnl
If You Like It, GAN It. Probabilistic Multivariate Times Series Forecast With GAN.
CoRR
Alireza Koochali, Andreas Dengel, Sheraz Ahmed
2020 J jnl
ImpactCite: An XLNet-based method for Citation Impact Analysis.
CoRR
Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Andreas Dengel, Sheraz Ahmed
2020 — conf
Improving Personal Health Mention Detection on Twitter Using Permutation Based Word Representation Learning.
ICONIP (1)
Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed
2020 B conf
Interpreting Deep Models through the Lens of Data.
IJCNN
Dominique Mercier, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
2020 J jnl
Interpreting Deep Models through the Lens of Data.
CoRR
Dominique Mercier, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
2020 B conf
K-mer Neural Embedding Performance Analysis Using Amino Acid Codons.
IJCNN
Muhammad Nabeel Asim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2020 B conf
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors.
IJCNN
Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2020 J jnl
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors.
CoRR
Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2020 — conf
P2ExNet: Patch-Based Prototype Explanation Network.
ICONIP (3)
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2020 J jnl
P2ExNet: Patch-based Prototype Explanation Network.
CoRR
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2020 J jnl
QuViS - The Question of Visual Site Selection.
CoRR
Sebastian Baumbach, Jahanzeb Khan, Sheraz Ahmed, Andreas Dengel
2020 J jnl
Reliable Model Compression via Label-Preservation-Aware Loss Functions.
CoRR
Vinu Joseph, Shoaib Ahmed Siddiqui, Aditya Bhaskara, Ganesh Gopalakrishnan, Saurav Muralidharan, Michael Garland, Sheraz Ahmed, Andreas Dengel
2020 J jnl
TSInsight: A local-global attribution framework for interpretability in time-series data.
CoRR
Shoaib Ahmed Siddiqui, Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2020 J jnl
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning.
CoRR
Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed
2019 C conf
A Comparative Analysis of Traditional and Deep Learning-Based Anomaly Detection Methods for Streaming Data.
ICMLA
Mohsin Munir, Muhammad Ali Chattha, Andreas Dengel, Sheraz Ahmed
2019 A conf
A Robust Hybrid Approach for Textual Document Classification.
ICDAR
Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2019 J jnl
A Robust Hybrid Approach for Textual Document Classification.
CoRR
Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2019 J jnl
A Robust and Precise ConvNet for small non-coding RNA classification (RPC-snRC).
CoRR
Muhammad Nabeel Asim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2019 Misc conf
Benchmarking Object Detection Networks for Image Based Reference Detection in Document Images.
DICTA
Syed Tahseen Raza Rizvi, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
2019 — conf
Combining Fine- and Coarse-Grained Classifiers for Diabetic Retinopathy Detection.
MIUA
Muhammad Naseer Bajwa, Yoshinobu Taniguchi, Muhammad Imran Malik, Wolfgang Neumeier, Andreas Dengel, Sheraz Ahmed
2019 J jnl
Correction to: Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning.
BMC Medical Informatics Decis. Mak.
Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed
2019 J jnl
DeepAnT: A Deep Learning Approach for Unsupervised Anomaly Detection in Time Series.
IEEE Access
Mohsin Munir, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
2019 J jnl
DeepBiRD: An Automatic Bibliographic Reference Detection Approach.
CoRR
Syed Tahseen Raza Rizvi, Andreas Dengel, Sheraz Ahmed
2019 — conf
DeepEX: Bridging the Gap Between Knowledge and Data Driven Techniques for Time Series Forecasting.
ICANN (2)
Muhammad Ali Chattha, Shoaib Ahmed Siddiqui, Mohsin Munir, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed
2019 A conf
DeepTabStR: Deep Learning based Table Structure Recognition.
ICDAR
Shoaib Ahmed Siddiqui, Imran Ali Fateh, Syed Tahseen Raza Rizvi, Andreas Dengel, Sheraz Ahmed
2019 Misc conf
FFD: Figure and Formula Detection from Document Images.
DICTA
Junaid Younas, Syed Tahseen Raza Rizvi, Muhammad Imran Malik, Faisal Shafait, Paul Lukowicz, Sheraz Ahmed
2019 J jnl
FuseAD: Unsupervised Anomaly Detection in Streaming Sensors Data by Fusing Statistical and Deep Learning Models.
Sensors
Mohsin Munir, Shoaib Ahmed Siddiqui, Muhammad Ali Chattha, Andreas Dengel, Sheraz Ahmed
2019 — conf
Geospatial Customer, Competitor and Supplier Analysis for Site Selection of Supermarkets.
ICGDA
Sebastian Baumbach, Christoph Rubel, Sheraz Ahmed, Andreas Dengel
2019 — conf
KINN: Incorporating Expert Knowledge in Neural Networks.
AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering
Muhammad Ali Chattha, Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed
2019 J jnl
KINN: Incorporating Expert Knowledge in Neural Networks.
CoRR
Muhammad Ali Chattha, Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed
2019 Misc conf
OGaze: Gaze Prediction in Egocentric Videos for Attentional Object Selection.
DICTA
Mohammad Al-Naser, Shoaib Ahmed Siddiqui, Hiroki Ohashi, Sheraz Ahmed, Nakamura Katsuyki, Takuto Sato, Andreas Dengel
2019 J jnl
Probabilistic Forecasting of Sensory Data With Generative Adversarial Networks - ForGAN.
IEEE Access
Alireza Koochali, Peter Schichtel, Andreas Dengel, Sheraz Ahmed
2019 J jnl
Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGAN.
CoRR
Alireza Koochali, Peter Schichtel, Sheraz Ahmed, Andreas Dengel
2019 — conf
Quantifying Quality of Actions Using Wearable Sensor.
AALTD@PKDD/ECML
Mohammad Al-Naser, Takehiro Niikura, Sheraz Ahmed, Hiroki Ohashi, Takuto Sato, Mitsuhiro Okada, Katsuyuki Nakamura, Andreas Dengel
2019 A conf
Rethinking Semantic Segmentation for Table Structure Recognition in Documents.
ICDAR
Shoaib Ahmed Siddiqui, Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed
2019 J jnl
SentiCite: An Approach for Publication Sentiment Analysis.
CoRR
Dominique Mercier, Akansha Bhardwaj, Andreas Dengel, Sheraz Ahmed
2019 J jnl
TSViz: Demystification of Deep Learning Models for Time-Series Analysis.
IEEE Access
Shoaib Ahmed Siddiqui, Dominique Mercier, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
2019 — conf
TSXplain: Demystification of DNN Decisions for Time-Series Using Natural Language and Statistical Features.
ICANN (Workshop)
Mohsin Munir, Shoaib Ahmed Siddiqui, Ferdinand Küsters, Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2019 J jnl
TSXplain: Demystification of DNN Decisions for Time-Series using Natural Language and Statistical Features.
CoRR
Mohsin Munir, Shoaib Ahmed Siddiqui, Ferdinand Küsters, Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2019 A conf
Two Stream Deep Network for Document Image Classification.
ICDAR
Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Khizar Razzaque, Andreas Dengel, Sheraz Ahmed
2019 J jnl
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning.
BMC Medical Informatics Decis. Mak.
Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed
2018 J jnl
3DAirSig: A Framework for Enabling In-Air Signatures Using a Multi-Modal Depth Sensor.
Sensors
Jameel Malik, Ahmed Elhayek, Sheraz Ahmed, Faisal Shafait, Muhammad Imran Malik, Didier Stricker
2018 J jnl
Attributes' Importance for Zero-Shot Pose-Classification Based on Wearable Sensors.
CoRR
Hiroki Ohashi, Mohammad Al-Naser, Sheraz Ahmed, Katsuyuki Nakamura, Takuto Sato, Andreas Dengel
2018 J jnl
Attributes' Importance for Zero-Shot Pose-Classification Based on Wearable Sensors.
Sensors
Hiroki Ohashi, Mohammad Al-Naser, Sheraz Ahmed, Katsuyuki Nakamura, Takuto Sato, Andreas Dengel
2018 J jnl
DeCNT: Deep Deformable CNN for Table Detection.
IEEE Access
Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2018 B conf
Evaluating similarity measures for gaze patterns in the context of representational competence in physics education.
ETRA
Saleh Mozaffari, Pascal Klein, Jouni Viiri, Sheraz Ahmed, Jochen Kuhn, Andreas Dengel
2018 — conf
Hierarchical Model for Zero-shot Activity Recognition using Wearable Sensors.
ICAART (2)
Mohammad Al-Naser, Hiroki Ohashi, Sheraz Ahmed, Katsuyuki Nakamura, Takayuki Akiyama, Takuto Sato, Phong Xuan Nguyen, Andreas Dengel
2018 — conf
Linked Open Citation Database: Enabling Libraries to Contribute to an Open and Interconnected Citation Graph.
JCDL
Anne Lauscher, Kai Eckert, Lukas Galke, Ansgar Scherp, Syed Tahseen Raza Rizvi, Sheraz Ahmed, Andreas Dengel, Philipp Zumstein, Annette Klein
2018 — conf
Ontology-based Information Extraction from Technical Documents.
ICAART (2)
Syed Tahseen Raza Rizvi, Dominique Mercier, Stefan Agne, Steffen Erkel, Andreas Dengel, Sheraz Ahmed
2018 — conf
SentiCite - An Approach for Publication Sentiment Analysis.
ICAART (2)
Dominique Mercier, Akansha Bhardwaj, Andreas Dengel, Sheraz Ahmed
2018 J jnl
TSViz: Demystification of Deep Learning Models for Time-Series Analysis.
CoRR
Shoaib Ahmed Siddiqui, Dominik Mercier, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
2018 — conf
Towards a Digital Personal Trainer for Health Clubs - Sport Exercise Recognition Using Personalized Models and Deep Learning.
ICAART (2)
Sebastian Baumbach, Arun Bhatt, Sheraz Ahmed, Andreas Dengel
2018 B conf
What Am I Writing: Classification of On-Line Handwritten Sequences.
Intelligent Environments (Workshops)
Junaid Younas, Stefan Fritsch, Gerald Pirkl, Sheraz Ahmed, Muhammad Imran Malik, Faisal Shafait, Paul Lukowicz
2017 A conf
Academic Community Explorer (ACE) for Syntactic, Semantic and Pragmatic Document Analysis.
ICDAR
Akansha Bhardwaj, Dominique Mercier, Hisham Hashmi, Sheraz Ahmed, Andreas Dengel
2017 A conf
AirScript - Creating Documents in Air.
ICDAR
Ayushman Dash, Amit Sahu, Rajveer Shringi, John Cristian Borges Gamboa, Muhammad Zeshan Afzal, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2017 J jnl
AirScript - Creating Documents in Air.
CoRR
Ayushman Dash, Amit Sahu, Rajveer Shringi, John Cristian Borges Gamboa, Muhammad Zeshan Afzal, Muhammad Imran Malik, Sheraz Ahmed, Andreas Dengel
2017 A conf
Cutting the Error by Half: Investigation of Very Deep CNN and Advanced Training Strategies for Document Image Classification.
ICDAR
Muhammad Zeshan Afzal, Andreas Kölsch, Sheraz Ahmed, Marcus Liwicki
2017 J jnl
Cutting the Error by Half: Investigation of Very Deep CNN and Advanced Training Strategies for Document Image Classification.
CoRR
Muhammad Zeshan Afzal, Andreas Kölsch, Sheraz Ahmed, Marcus Liwicki
2017 A conf
D-StaR: A Generic Method for Stamp Segmentation from Document Images.
ICDAR
Junaid Younas, Muhammad Zeshan Afzal, Muhammad Imran Malik, Faisal Shafait, Paul Lukowicz, Sheraz Ahmed
2017 — conf
DeepBIBX: Deep Learning for Image Based Bibliographic Data Extraction.
ICONIP (2)
Akansha Bhardwaj, Dominik Mercier, Andreas Dengel, Sheraz Ahmed
2017 A conf
DeepDeSRT: Deep Learning for Detection and Structure Recognition of Tables in Document Images.
ICDAR
Sebastian Schreiber, Stefan Agne, Ivo Wolf, Andreas Dengel, Sheraz Ahmed
2017 — conf
Pattern-Based Contextual Anomaly Detection in HVAC Systems.
ICDM Workshops
Mohsin Munir, Steffen Erkel, Andreas Dengel, Sheraz Ahmed
2017 J jnl
TAC-GAN - Text Conditioned Auxiliary Classifier Generative Adversarial Network.
CoRR
Ayushman Dash, John Cristian Borges Gamboa, Sheraz Ahmed, Marcus Liwicki, Muhammad Zeshan Afzal
2016 — —
A Generic Framework for Information Segmentation in Document Images: A part-based Approach.
Sheraz Ahmed
2016 J jnl
A Generic Method for Automatic Ground Truth Generation of Camera-captured Documents.
CoRR
Sheraz Ahmed, Muhammad Imran Malik, Muhammad Zeshan Afzal, Koichi Kise, Masakazu Iwamura, Andreas Dengel, Marcus Liwicki
2016 J jnl
A Novel Approach for Data-Driven Automatic Site Recommendation and Selection.
CoRR
Sebastian Baumbach, Frank Wittich, Florian Sachs, Sheraz Ahmed, Andreas Dengel
2016 B conf
Automatic Signature Segmentation Using Hyper-Spectral Imaging.
ICFHR
Umair Muneer Butt, Sheraz Ahmed, Faisal Shafait, Christian Nansen, Ajmal Saeed Mian, Muhammad Imran Malik
2015 A conf
ICDAR2015 competition on signature verification and writer identification for on- and off-line skilled forgeries (SigWIcomp2015).
ICDAR
Muhammad Imran Malik, Sheraz Ahmed, Angelo Marcelli, Umapada Pal, Michael Blumenstein, Linda Alewijnse, Marcus Liwicki
2014 J jnl
Automatic analysis and sketch-based retrieval of architectural floor plans.
Pattern Recognit. Lett.
Sheraz Ahmed, Markus Weber, Marcus Liwicki, Christoph Langenhan, Andreas Dengel, Frank Petzold
2014 J jnl
Statistical segmentation and structural recognition for floor plan interpretation - Notation invariant structural element recognition.
Int. J. Document Anal. Recognit.
Lluís-Pere de las Heras, Sheraz Ahmed, Marcus Liwicki, Ernest Valveny, Gemma Sánchez
2013 A conf
A Generic Method for Stamp Segmentation Using Part-Based Features.
ICDAR
Sheraz Ahmed, Faisal Shafait, Marcus Liwicki, Andreas Dengel
2013 A conf
Automatic Ground Truth Generation of Camera Captured Documents Using Document Image Retrieval.
ICDAR
Sheraz Ahmed, Koichi Kise, Masakazu Iwamura, Marcus Liwicki, Andreas Dengel
2013 A conf
FREAK for Real Time Forensic Signature Verification.
ICDAR
Muhammad Imran Malik, Sheraz Ahmed, Marcus Liwicki, Andreas Dengel
2013 — conf
Improved Contour-Based Corner Detection for Architectural Floor Plans.
GREC
Max Feltes, Sheraz Ahmed, Andreas Dengel, Marcus Liwicki
2012 B conf
A Signature Verification Framework for Digital Pen Applications.
Document Analysis Systems
Muhammad Imran Malik, Sheraz Ahmed, Andreas Dengel, Marcus Liwicki
2012 B conf
Automatic Room Detection and Room Labeling from Architectural Floor Plans.
Document Analysis Systems
Sheraz Ahmed, Marcus Liwicki, Markus Weber, Andreas Dengel
2012 B conf
Extraction of Text Touching Graphics Using SURF.
Document Analysis Systems
Sheraz Ahmed, Marcus Liwicki, Andreas Dengel
2012 B conf
Signature Segmentation from Document Images.
ICFHR
Sheraz Ahmed, Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel
2011 A conf
Improved Automatic Analysis of Architectural Floor Plans.
ICDAR
Sheraz Ahmed, Marcus Liwicki, Markus Weber, Andreas Dengel
2011 A conf
Text/Graphics Segmentation in Architectural Floor Plans.
ICDAR
Sheraz Ahmed, Markus Weber, Marcus Liwicki, Andreas Dengel