Sheraz Ahmed

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 166

Top Venues

Kaiserslautern University of Technology, Germany (PHD)

Education History

Kaiserslautern University of Technology, Germany

PHD

Publications

Hina Ghafoor, Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Sheraz Ahmed, Andreas Dengel
CAPTURE: Comprehensive anti-cancer peptide predictor with a unique amino acid sequence encoder. Comput. Biol. Medicine 176 (2024)
Nabeel Khalid, Maria Caroprese, Gillian Lovell, Daniel A. Porto, Johan Trygg, Andreas Dengel, Sheraz Ahmed
Bounding Box Is All You Need: Learning to Segment Cells in 2D Microscopic Images via Box Annotations. MIUA (1) (2024)
Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed
Improving Disease Detection from Social Media Text via Self-Augmentation and Contrastive Learning. CoRR (2024)
Fabian Schmeisser, Céline Thomann, Emma Petiot, Gillian Lovell, Maria Caroprese, Andreas Dengel, Sheraz Ahmed
A Line Is All You Need: Weak Supervision for 2.5D Cell Segmentation. MIUA (1) (2024)
Payal Varshney, Adriano Lucieri, Christoph Balada, Andreas Dengel, Sheraz Ahmed
Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery. CoRR (2024)
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
From private to public: benchmarking GANs in the context of private time series classification. Appl. Intell. 54 (20) (2024)
Alireza Koochali, Ensiye Tahaei, Andreas Dengel, Sheraz Ahmed
VAEneu: A New Avenue for VAE Application on Probabilistic Forecasting. CoRR (2024)
Pervaiz Iqbal Khan, Muhammad Nabeel Asim, Andreas Dengel, Sheraz Ahmed
A Unique Training Strategy to Enhance Language Models Capabilities for Health Mention Detection from Social Media Content. ICAART (3) (2024)
Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed
Medi-CAT: Contrastive Adversarial Training for Medical Image Classification. ICAART (3) (2024)
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification. CoRR (2024)
Nabeel Khalid, Mohammadmahdi Koochali, Duway Nicolas Lesmes Leon, Maria Caroprese, Gillian Lovell, Daniel A. Porto, Johan Trygg, Andreas Dengel, Sheraz Ahmed
CellGenie: An End-to-End Pipeline for Synthetic Cellular Data Generation and Segmentation: A Use Case for Cell Segmentation in Microscopic Images. MIUA (1) (2024)
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
The Reality of High Performing Deep Learning Models: A Case Study on Document Image Classification. IEEE Access 12 (2024)
Nauman Riaz, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation. CoRR (2024)
Ahmad Mustafid, Junaid Younas, Paul Lukowicz, Sheraz Ahmed
IAMonSense: multi-level handwriting classification using spatiotemporal information. Int. J. Document Anal. Recognit. 26 (3) (2023)
Ahtisham Fazeel, Areeb Agha, Andreas Dengel, Sheraz Ahmed
NP-BERT: A Two-Staged BERT Based Nucleosome Positioning Prediction Architecture for Multiple Species. BIOINFORMATICS (2023)
Syed Tahseen Raza Rizvi, Sheraz Ahmed, Andreas Dengel
ACE 2.0: A Comprehensive tool for automatic extraction, analysis, and digital profiling of the researchers in Scientific Communities. Soc. Netw. Anal. Min. 13 (1) (2023)
Hamidreza Gholamrezaei, Alireza Koochali, Andreas Dengel, Sheraz Ahmed
Class Conditional Time Series Generation with Structured Noise Space GAN. CoRR (2023)
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
ColDBin: Cold Diffusion for Document Image Binarization. ICDAR (5) (2023)
Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed
Performance Comparison of Transformer-Based Models on Twitter Health Mention Classification. IEEE Trans. Comput. Soc. Syst. 10 (3) (2023)
Amin E. Bakhshipour, Alireza Koochali, Ulrich Dittmer, Ali Haghighi, Sheraz Ahmed, Andreas Dengel
A Bayesian Generative Adversarial Network (GAN) to Generate Synthetic Time-Series Data, Application in Combined Sewer Flow Prediction. CoRR (2023)
Alireza Koochali, Maria Walch, Sankrutyayan Thota, Peter Schichtel, Andreas Dengel, Sheraz Ahmed
Quantifying quality of class-conditional generative models in time series domain. Appl. Intell. 53 (20) (2023)
Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed
Medi-CAT: Contrastive Adversarial Training for Medical Image Classification. CoRR (2023)
Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
Translating theory into practice: assessing the privacy implications of concept-based explanations for biomedical AI. Frontiers Bioinform. 3 (2023)
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
PrIeD-KIE: Towards Privacy Preserved Document Key Information Extraction. CoRR (2023)
Pervaiz Iqbal Khan, Muhammad Nabeel Asim, Andreas Dengel, Sheraz Ahmed
A Unique Training Strategy to Enhance Language Models Capabilities for Health Mention Detection from Social Media Content. CoRR (2023)
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
From Private to Public: Benchmarking GANs in the Context of Private Time Series Classification. CoRR (2023)
Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Ahtisham Fazeel, Andreas Dengel, Sheraz Ahmed
DNA-MP: a generalized DNA modifications predictor for multiple species based on powerful sequence encoding method. Briefings Bioinform. 24 (1) (2023)
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
Analyzing the potential of active learning for document image classification. Int. J. Document Anal. Recognit. 26 (3) (2023)
Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed
Randout-KD: Finetuning Foundation Models for Text Classification via Random Noise and Knowledge Distillation. ICAART (3) (2023)
Ahtisham Fazeel Abbasi, Muhammad Nabeel Asim, Johan Trygg, Andreas Dengel, Sheraz Ahmed
Deep Learning Architectures for the Prediction of YY1-Mediated Chromatin Loops. ISBRA (2023)
Muhammad Ali Chattha, Ludger van Elst, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
KENN: Enhancing Deep Neural Networks by Leveraging Knowledge for Time Series Forecasting. CoRR (2022)
Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed
A Novel Approach to Train Diverse Types of Language Models for Health Mention Classification of Tweets. CoRR (2022)
Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis of Skin Lesions. CoRR (2022)
Adriano Lucieri, Fabian Schmeisser, Christoph Peter Balada, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification. MIUA (2022)
Nabeel Khalid, Mohammadmahdi Koochali, Vikas Rajashekar, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed
DeepMuCS: A Framework for Co-culture Microscopic Image Analysis: From Generation to Segmentation. BHI (2022)
Saifullah Saifullah, Dominique Mercier, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
Privacy Meets Explainability: A Comprehensive Impact Benchmark. CoRR (2022)
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
TimeREISE: Time Series Randomized Evolving Input Sample Explanation. Sensors 22 (11) (2022)
Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Sheraz Ahmed, Andreas Dengel
Utilizing Out-Domain Datasets to Enhance Multi-Task Citation Analysis. CoRR (2022)
Saifullah Saifullah, Shoaib Ahmed Siddiqui, Stefan Agne, Andreas Dengel, Sheraz Ahmed
Are Deep Models Robust against Real Distortions? A Case Study on Document Image Classification. ICPR (2022)
Marco Stricker, Muhammad Nabeel Asim, Andreas Dengel, Sheraz Ahmed
CircNet: an encoder-decoder-based convolution neural network (CNN) for circular RNA identification. Neural Comput. Appl. 34 (14) (2022)
Dominique Mercier, Jwalin Bhatt, Andreas Dengel, Sheraz Ahmed
Time to Focus: A Comprehensive Benchmark using Time Series Attribution Methods. ICAART (2) (2022)
Alireza Koochali, Maria Walch, Sankrutyayan Thota, Peter Schichtel, Andreas Dengel, Sheraz Ahmed
Quantifying Quality of Class-Conditional Generative Models in Time-Series Domain. CoRR (2022)
Christoph Peter Balada, Sheraz Ahmed, Andreas Dengel, Max Bondorf, Nikolai Hopfer, Markus Zdrallek
FiN: A Smart Grid and Power Line Communication Dataset. CoRR (2022)
Shishir Muralidhara, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
Holistic multi-class classification & grading of diabetic foot ulcerations from plantar thermal images using deep learning. Health Inf. Sci. Syst. 10 (1) (2022)
Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
ExAID: A multimodal explanation framework for computer-aided diagnosis of skin lesions. Comput. Methods Programs Biomed. 215 (2022)
Alireza Koochali, Peter Schichtel, Andreas Dengel, Sheraz Ahmed
Random Noise vs State-of-the-Art Probabilistic Forecasting Methods : A Case Study on CRPS-Sum Discrimination Ability. CoRR (2022)
Pervaiz Iqbal Khan, Shoaib Ahmed Siddiqui, Imran Razzak, Andreas Dengel, Sheraz Ahmed
Improving Health Mention Classification of Social Media Content Using Contrastive Adversarial Training. IEEE Access 10 (2022)
Dominique Mercier, Jwalin Bhatt, Andreas Dengel, Sheraz Ahmed
Time to Focus: A Comprehensive Benchmark Using Time Series Attribution Methods. CoRR (2022)
Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
PPML-TSA: A modular privacy-preserving time series classification framework. Softw. Impacts 12 (2022)
Nabeel Khalid, Fabian Schmeisser, Mohammadmahdi Koochali, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed
Point2Mask: A Weakly Supervised Approach for Cell Segmentation Using Point Annotation. MIUA (2022)
Adriano Lucieri, Fabian Schmeisser, Christoph Peter Balada, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification. CoRR (2022)
Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed
A Novel Approach to Train Diverse Types of Language Models for Health Mention Classification of Tweets. ICANN (2) (2022)
Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification. IEEE Trans. Ind. Informatics 18 (11) (2022)
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
TimeREISE: Time-series Randomized Evolving Input Sample Explanation. CoRR (2022)
Christoph Balada, Max Bondorf, Sheraz Ahmed, Andreas Dengel, Markus Zdrallek
Leveraging the Potential of Novel Data in Power Line Communication of Electricity Grids. CoRR (2022)
Pervaiz Iqbal Khan, Shoaib Ahmed Siddiqui, Imran Razzak, Andreas Dengel, Sheraz Ahmed
Improving Health Mentioning Classification of Tweets using Contrastive Adversarial Training. CoRR (2022)
Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Sheraz Ahmed, Andreas Dengel
Utilizing Out-Domain Datasets to Enhance Multi-task Citation Analysis. ICAART (Revised Selected Papers) (2021)
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
Guest Editorial Computational Social Systems for COVID-19 Emergency Management and Beyond. IEEE Trans. Comput. Soc. Syst. 8 (4) (2021)
Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
Analyzing the Potential of Zero-Shot Recognition for Document Image Classification. ICDAR (4) (2021)
Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Ali Ibrahim, Waqar Mahmood, Andreas Dengel, Sheraz Ahmed
Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification. Neural Comput. Appl. 33 (11) (2021)
Muhammad Nabeel Asim, Muhammad Imran Malik, Christoph Zehe, Johan Trygg, Andreas Dengel, Sheraz Ahmed
A Robust and Precise ConvNet for Small Non-Coding RNA Classification (RPC-snRC). IEEE Access 9 (2021)
Nabeel Khalid, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed
DeepCeNS: An end-to-end Pipeline for Cell and Nucleus Segmentation in Microscopic Images. IJCNN (2021)
Yuchen Zheng, Brian Kenji Iwana, Muhammad Imran Malik, Sheraz Ahmed, Wataru Ohyama, Seiichi Uchida
Learning the micro deformations by max-pooling for offline signature verification. Pattern Recognit. 118 (2021)
Nabeel Khalid, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed
DeepCIS: An end-to-end Pipeline for Cell-type aware Instance Segmentation in Microscopic Images. BHI (2021)
Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
Deep Learning Based Decision Support for Medicine - A Case Study on Skin Cancer Diagnosis. CoRR (2021)
Sebastian Palacio, Adriano Lucieri, Mohsin Munir, Sheraz Ahmed, Jörn Hees, Andreas Dengel
XAI Handbook: Towards a Unified Framework for Explainable AI. ICCVW (2021)
Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
Understanding and Mitigating the Impact of Model Compression for Document Image Classification. ICDAR (1) (2021)
Sebastian Palacio, Adriano Lucieri, Mohsin Munir, Jörn Hees, Sheraz Ahmed, Andreas Dengel
XAI Handbook: Towards a Unified Framework for Explainable AI. CoRR (2021)
Antti Ihalainen, Sheraz Ahmed, Eero Pätäri
Volatility Risk Premium and European Equity Index Returns. KNOWCON (2021)
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification. IJCNN (2021)
Muhammad Nabeel Asim, Muhammad Usman Ghani, Muhammad Ali Ibrahim, Waqar Mahmood, Andreas Dengel, Sheraz Ahmed
Correction to: Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification. Neural Comput. Appl. 33 (6) (2021)
Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
Self-Supervised Representation Learning for Document Image Classification. IEEE Access 9 (2021)
Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed
Understanding Information Spreading Mechanisms During COVID-19 Pandemic by Analyzing the Impact of Tweet Text and User Features for Retweet Prediction. CoRR (2021)
Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Christoph Zehe, Olivier Cloarec, Rickard Sjögren, Johan Trygg, Andreas Dengel, Sheraz Ahmed
L2S-MirLoc: A Lightweight Two Stage MiRNA Sub-Cellular Localization Prediction Framework. IJCNN (2021)
Shoaib Ahmed Siddiqui, Dominique Mercier, Andreas Dengel, Sheraz Ahmed
TSInsight: A Local-Global Attribution Framework for Interpretability in Time Series Data. Sensors 21 (21) (2021)
Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
ChrSLoc-Net: Machine Learning-Based Prediction of Channelrhodopsins Proteins within Plasma Membrane. BHI (2021)
Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification. CoRR (2021)
Junaid Younas, Muhammad Imran Malik, Sheraz Ahmed, Faisal Shafait, Paul Lukowicz
Sense the pen: Classification of online handwritten sequences (text, mathematical expression, plot/graph). Expert Syst. Appl. 172 (2021)
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification. CoRR (2021)
Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Andreas Dengel, Sheraz Ahmed
ImpactCite: An XLNet-based Solution Enabling Qualitative Citation Impact Analysis Utilizing Sentiment and Intent. ICAART (2) (2021)
Dominique Mercier, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
Interpreting Deep Models through the Lens of Data. CoRR (2020)
Vinu Joseph, Shoaib Ahmed Siddiqui, Aditya Bhaskara, Ganesh Gopalakrishnan, Saurav Muralidharan, Michael Garland, Sheraz Ahmed, Andreas Dengel
Reliable Model Compression via Label-Preservation-Aware Loss Functions. CoRR (2020)
Muhammad Naseer Bajwa, Gur Amrit Pal Singh, Wolfgang Neumeier, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection. IJCNN (2020)
Muhammad Naseer Bajwa, Gur Amrit Pal Singh, Wolfgang Neumeier, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection. CoRR (2020)
Jameel Malik, Ahmed Elhayek, Suparna Guha, Sheraz Ahmed, Amna Gillani, Didier Stricker
DeepAirSig: End-to-End Deep Learning Based in-Air Signature Verification. IEEE Access 8 (2020)
Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Andreas Dengel, Sheraz Ahmed
ImpactCite: An XLNet-based method for Citation Impact Analysis. CoRR (2020)
Shoaib Ahmed Siddiqui, Dominique Mercier, Andreas Dengel, Sheraz Ahmed
TSInsight: A local-global attribution framework for interpretability in time-series data. CoRR (2020)
Marc Beck, Syed Tahseen Raza Rizvi, Andreas Dengel, Sheraz Ahmed
From Automatic Keyword Detection to Ontology-Based Topic Modeling. DAS (2020)
Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
Benchmarking adversarial attacks and defenses for time-series data. CoRR (2020)
Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors. CoRR (2020)
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
P2ExNet: Patch-Based Prototype Explanation Network. ICONIP (3) (2020)
Ferdinand Küsters, Peter Schichtel, Sheraz Ahmed, Andreas Dengel
Conceptual Explanations of Neural Network Prediction for Time Series. IJCNN (2020)
Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors. IJCNN (2020)
Muhammad Naseer Bajwa, Suleman Khurram, Mohsin Munir, Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
Confident Classification Using a Hybrid Between Deterministic and Probabilistic Convolutional Neural Networks. IEEE Access 8 (2020)
Muhammad Nabeel Asim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
K-mer Neural Embedding Performance Analysis Using Amino Acid Codons. IJCNN (2020)
Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed
Explaining AI-based Decision Support Systems using Concept Localization Maps. CoRR (2020)
Alireza Koochali, Andreas Dengel, Sheraz Ahmed
If You Like It, GAN It. Probabilistic Multivariate Times Series Forecast With GAN. CoRR (2020)
Syed Tahseen Raza Rizvi, Andreas Dengel, Sheraz Ahmed
A Hybrid Approach and Unified Framework for Bibliographic Reference Extraction. IEEE Access 8 (2020)
Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
Enhancer-DSNet: A Supervisedly Prepared Enriched Sequence Representation for the Identification of Enhancers and Their Strength. ICONIP (3) (2020)
Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed
Improving Personal Health Mention Detection on Twitter Using Permutation Based Word Representation Learning. ICONIP (1) (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sheraz Ahmed