Shoaib Ahmed Siddiqui

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 44

Top Topics

Image Classification

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Shoaib Ahmed Siddiqui, David Krueger, Yann LeCun, Stéphane Deny
Blockwise Self-Supervised Learning at Scale. Trans. Mach. Learn. Res. 2024 (2024)
Shoaib Ahmed Siddiqui, Xin Dong, Greg Heinrich, Thomas M. Breuel, Jan Kautz, David Krueger, Pavlo Molchanov
A deeper look at depth pruning of LLMs. CoRR (2024)
Shoaib Ahmed Siddiqui, David Krueger, Thomas M. Breuel
Investigating the Nature of 3D Generalization in Deep Neural Networks. CoRR (2023)
Shoaib Ahmed Siddiqui, Nitarshan Rajkumar, Tegan Maharaj, David Krueger, Sara Hooker
Metadata Archaeology: Unearthing Data Subsets by Leveraging Training Dynamics. ICLR (2023)
Shoaib Ahmed Siddiqui, David Krueger, Yann LeCun, Stéphane Deny
Blockwise Self-Supervised Learning at Scale. CoRR (2023)
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)
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)
Shoaib Ahmed Siddiqui, Nitarshan Rajkumar, Tegan Maharaj, David Krueger, Sara Hooker
Metadata Archaeology: Unearthing Data Subsets by Leveraging Training Dynamics. CoRR (2022)
Saba Javed, Kashif Ishaque, Shoaib Ahmed Siddiqui, Zainal Salam
A Simple Yet Fully Adaptive PSO Algorithm for Global Peak Tracking of Photovoltaic Array Under Partial Shading Conditions. IEEE Trans. Ind. Electron. 69 (6) (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)
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)
Alan Clark, Shoaib Ahmed Siddiqui, Robert Kirk, Usman Anwar, Stephen Chung, David Krueger
Domain Generalization for Robust Model-Based Offline Reinforcement Learning. 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)
Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
Analyzing the Potential of Zero-Shot Recognition for Document Image Classification. ICDAR (4) (2021)
Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
Understanding and Mitigating the Impact of Model Compression for Document Image Classification. ICDAR (1) (2021)
Shoaib Ahmed Siddiqui, Thomas Breuel
Identifying Layers Susceptible to Adversarial Attacks. CoRR (2021)
Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
Self-Supervised Representation Learning for Document Image Classification. IEEE Access 9 (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)
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)
Shoaib Ahmed Siddiqui, Dominique Mercier, Andreas Dengel, Sheraz Ahmed
TSInsight: A local-global attribution framework for interpretability in time-series data. CoRR (2020)
Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
Benchmarking adversarial attacks and defenses for time-series data. CoRR (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)
Dominique Mercier, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
Interpreting Deep Models through the Lens of Data. IJCNN (2020)
Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
Benchmarking Adversarial Attacks and Defenses for Time-Series Data. ICONIP (3) (2020)
Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. CoRR (2020)
Adriano Lucieri, Huzaifa Sabir, 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. SN Comput. Sci. 1 (3) (2020)
Mohammad Al-Naser, Shoaib Ahmed Siddiqui, Hiroki Ohashi, Sheraz Ahmed, Nakamura Katsuyki, Takuto Sato, Andreas Dengel
OGaze: Gaze Prediction in Egocentric Videos for Attentional Object Selection. DICTA (2019)
Muhammad Ali Chattha, Shoaib Ahmed Siddiqui, Mohsin Munir, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed
DeepEX: Bridging the Gap Between Knowledge and Data Driven Techniques for Time Series Forecasting. ICANN (2) (2019)
Mohsin Munir, Shoaib Ahmed Siddiqui, Ferdinand Küsters, Dominique Mercier, Andreas Dengel, Sheraz Ahmed
TSXplain: Demystification of DNN Decisions for Time-Series Using Natural Language and Statistical Features. ICANN (Workshop) (2019)
Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed
Correction to: Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Muhammad Ali Chattha, Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed
KINN: Incorporating Expert Knowledge in Neural Networks. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (2019)
Shoaib Ahmed Siddiqui, Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed
Rethinking Semantic Segmentation for Table Structure Recognition in Documents. ICDAR (2019)
Mohsin Munir, Shoaib Ahmed Siddiqui, Muhammad Ali Chattha, Andreas Dengel, Sheraz Ahmed
FuseAD: Unsupervised Anomaly Detection in Streaming Sensors Data by Fusing Statistical and Deep Learning Models. Sensors 19 (11) (2019)
Shoaib Ahmed Siddiqui, Dominique Mercier, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
TSViz: Demystification of Deep Learning Models for Time-Series Analysis. IEEE Access 7 (2019)
Muhammad Ali Chattha, Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed
KINN: Incorporating Expert Knowledge in Neural Networks. CoRR (2019)
Mohsin Munir, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
DeepAnT: A Deep Learning Approach for Unsupervised Anomaly Detection in Time Series. IEEE Access 7 (2019)
Mohsin Munir, Shoaib Ahmed Siddiqui, Ferdinand Küsters, Dominique Mercier, Andreas Dengel, Sheraz Ahmed
TSXplain: Demystification of DNN Decisions for Time-Series using Natural Language and Statistical Features. CoRR (2019)
Shoaib Ahmed Siddiqui, Imran Ali Fateh, Syed Tahseen Raza Rizvi, Andreas Dengel, Sheraz Ahmed
DeepTabStR: Deep Learning based Table Structure Recognition. ICDAR (2019)
Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Shoaib Ahmed Siddiqui, Dominik Mercier, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
TSViz: Demystification of Deep Learning Models for Time-Series Analysis. CoRR (2018)
Lukas Ruff, Nico Görnitz, Lucas Deecke, Shoaib Ahmed Siddiqui, Robert A. Vandermeulen, Alexander Binder, Emmanuel Müller, Marius Kloft
Deep One-Class Classification. ICML (2018)
Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Stefan Agne, Andreas Dengel, Sheraz Ahmed
DeCNT: Deep Deformable CNN for Table Detection. IEEE Access 6 (2018)
Abdullah Ahmed, Waqas Ahmad, Muhammad Jazib Khan, Shoaib Ahmed Siddiqui, Hammad M. Cheema
A wearable sensor based multi-criteria-decision-system for real-time seizure detection. EMBC (2017)