Muhammad Ferjad Naeem

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Yongqin XianGoogleVerified email at google.com
Federico TombariGoogle, TU MunichVerified email at in.tum.de
Zeynep AkataProfessor of Computer Science, University of TübingenVerified email at uni-tuebingen.de
Luc Van Goolprofessor computer vision ETH Zurich,KU Leuven,INSAIT,Head Toyota Lab TRACE @KUL&ETHVerified email at ethz.ch
Massimiliano ManciniUniversity of TrentoVerified email at unitn.it
Jaejun YooAssistant Professor, Laboratory of Advanced Imaging Technology (LAIT), UNISTVerified email at unist.ac.kr
Yunjey ChoiNAVER AI LabVerified email at navercorp.com
Seong Joon OhUniversity of TübingenVerified email at uni-tuebingen.de
Faisal ShafaitProfessor, National University of Sciences and Technology (NUST)Verified email at seecs.edu.pk
Magdalini PaschaliPostdoctoral Scholar, Stanford UniversityVerified email at stanford.edu
Nassir NavabProfessor of Computer Science, Technische Universität MünchenVerified email at cs.tum.edu
Walter SimsonStanford UniversityVerified email at stanford.edu
Muhammad Gul Zain Ali KhanResearcherVerified email at mpi-inf.mpg.de
Rüdiger GöblComputer Aided Medical Procedures, Technische Universität München, GermanyVerified email at tum.de
Christian WachingerMIT, Harvard medical schoolVerified email at csail.mit.edu
Abhijit Guha RoyGoogle ResearchVerified email at google.com
Evin Pınar ÖrnekPh.D. candidate, Technical University of MunichVerified email at tum.de
Xiaohua ZhaiGoogle DeepmindVerified email at google.com
Lukas HoyerETH ZürichVerified email at student.ethz.ch

Muhammad Ferjad Naeem

Doctoral Researcher, ETH Zürich

Verified email at vision.ee.ethz.ch - Homepage

Artificial Intelligence Computer Vision Machine Learning Deep Learning


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Reliable Fidelity and Diversity Metrics for Generative Models MF Naeem, SJ Oh, Y Uh, Y Choi, J Yoo International Conference on Machine Learning (ICML), 2020	193	2020
Learning Graph Embeddings for Compositional Zero-shot Learning MF Naeem, Y Xian, F Tombari, Z Akata IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021	108	2021
Open World Compositional Zero-Shot Learning M Mancini, MF Naeem, Y Xian, Z Akata IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021	78	2021
Learning graph embeddings for open world compositional zero-shot learning M Mancini, MF Naeem, Y Xian, Z Akata IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022	38	2022
Data augmentation with manifold exploring geometric transformations for increased performance and robustness M Paschali, W Simson, AG Roy, MF Naeem, R Göbl, C Wachinger, ... International Conference on Information Processing in Medical Imaging (IPMI), 2019	35*	2019
Deep Learning Under the Microscope: Improving the Interpretability of Medical Imaging Neural Networks M Paschali, MF Naeem, W Simson, K Steiger, M Mollenhauer, N Navab Technical Report - arxiv, 2019	16	2019
A multi-faceted OCR framework for artificial Urdu news ticker text recognition BU Tayyab, MF Naeem, A Ul-Hasan, F Shafait International Workshop on Document Analysis Systems (DAS), 2018	15	2018
I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification MF Naeem, Y Xian, L Van Gool, F Tombari Neural Information Processing Systems (NeurIPS), 2022	13	2022
I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification MF Naeem, MGZA Khan, Y Xian, MZ Afzal, D Stricker, L Van Gool, ... IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023	11	2023
A convolutional recursive deep architecture for unconstrained Urdu handwriting recognition N ul Sehr Zia, MF Naeem, SMK Raza, MM Khan, A Ul-Hasan, F Shafait Neural Computing and Applications, 2022	11	2022
Learning Attention Propagation for Compositional Zero-Shot Learning MGZA Khan, MF Naeem, L Van Gool, A Pagani, D Stricker, MZ Afzal IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023	9	2023
3D Compositional Zero-shot Learning with DeCompositional Consensus MF Naeem, EP Örnek, Y Xian, L Van Gool, F Tombari European Conference on Computer Vision (ECCV), 2022	9	2022
Impact of ligature coverage on training practical urdu ocr systems MF Naeem, NS Zia, AA Awan, F Shafait, A ul Hasan International Conference on Document Analysis and Recognition (ICDAR), 2017	8	2017
SILC: Improving Vision Language Pretraining with Self-Distillation MF Naeem, Y Xian, X Zhai, L Hoyer, L Van Gool, F Tombari arXiv preprint arXiv:2310.13355, 2023		2023
Introducing Language Guidance in Prompt-based Continual Learning MGZA Khan, MF Naeem, L Van Gool, D Stricker, F Tombari, MZ Afzal IEEE International Conference on Computer Vision (ICCV), 2023		2023

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