Muhammad Ferjad Naeem

44 papers A* 9A 2B 1Journal 26Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Active Data Curation Effectively Distills Large-Scale Multimodal Models. CVPR Vishaal Udandarao, Nikhil Parthasarathy, Muhammad Ferjad Naeem, Talfan Evans, Samuel Albanie, Federico Tombari, Yongqin Xian, Alessio Tonioni, Olivier J. Hénaff
2025	—	`conf`	How Good is my Video-LMM? Complex Video Reasoning and Robustness Evaluation Suite for Video-LMMs. CVPR Workshops Muhammad Uzair Khattak, Muhammad Ferjad Naeem, Jameel Hassan, Muzammal Naseer, Federico Tombari, Fahad Shahbaz Khan, Salman Khan
2025	J	`jnl`	Language-Unlocked ViT (LUViT): Empowering Self-Supervised Vision Transformers with LLMs. CoRR Selim Kuzucu, Muhammad Ferjad Naeem, Anna Kukleva, Federico Tombari, Bernt Schiele
2025	A*	`conf`	Learning to Prompt with Text Only Supervision for Vision-Language Models. AAAI Muhammad Uzair Khattak, Muhammad Ferjad Naeem, Muzammal Naseer, Luc Van Gool, Federico Tombari
2025	J	`jnl`	RefAM: Attention Magnets for Zero-Shot Referral Segmentation. CoRR Anna Kukleva, Enis Simsar, Alessio Tonioni, Muhammad Ferjad Naeem, Federico Tombari, Jan Eric Lenssen, Bernt Schiele
2025	J	`jnl`	SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features. CoRR Michael Tschannen, Alexey A. Gritsenko, Xiao Wang, Muhammad Ferjad Naeem, Ibrahim Alabdulmohsin, Nikhil Parthasarathy, Talfan Evans, Lucas Beyer, Ye Xia, Basil Mustafa, Olivier J. Hénaff, Jeremiah Harmsen, Andreas Steiner, Xiaohua Zhai
2025	A*	`conf`	TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters. ICLR Haiyang Wang, Yue Fan, Muhammad Ferjad Naeem, Yongqin Xian, Jan Eric Lenssen, Liwei Wang, Federico Tombari, Bernt Schiele
2024	J	`jnl`	Active Data Curation Effectively Distills Large-Scale Multimodal Models. CoRR Vishaal Udandarao, Nikhil Parthasarathy, Muhammad Ferjad Naeem, Talfan Evans, Samuel Albanie, Federico Tombari, Yongqin Xian, Alessio Tonioni, Olivier J. Hénaff
2024	J	`jnl`	FocusCLIP: Multimodal Subject-Level Guidance for Zero-Shot Transfer in Human-Centric Tasks. CoRR Muhammad Saif Ullah Khan, Muhammad Ferjad Naeem, Federico Tombari, Luc Van Gool, Didier Stricker, Muhammad Zeshan Afzal
2024	—	`conf`	GiT: Towards Generalist Vision Transformer Through Universal Language Interface. ECCV (29) Haiyang Wang, Hao Tang, Li Jiang, Shaoshuai Shi, Muhammad Ferjad Naeem, Hongsheng Li, Bernt Schiele, Liwei Wang
2024	J	`jnl`	GiT: Towards Generalist Vision Transformer through Universal Language Interface. CoRR Haiyang Wang, Hao Tang, Li Jiang, Shaoshuai Shi, Muhammad Ferjad Naeem, Hongsheng Li, Bernt Schiele, Liwei Wang
2024	J	`jnl`	How Good is my Video LMM? Complex Video Reasoning and Robustness Evaluation Suite for Video-LMMs. CoRR Muhammad Uzair Khattak, Muhammad Ferjad Naeem, Jameel Hassan, Muzammal Naseer, Federico Tombari, Fahad Shahbaz Khan, Salman H. Khan
2024	J	`jnl`	I2DFormer+: Learning Image to Document Summary Attention for Zero-Shot Image Classification. Int. J. Comput. Vis. Muhammad Ferjad Naeem, Yongqin Xian, Luc Van Gool, Federico Tombari
2024	J	`jnl`	Learning Graph Embeddings for Open World Compositional Zero-Shot Learning. IEEE Trans. Pattern Anal. Mach. Intell. Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian, Zeynep Akata
2024	J	`jnl`	Learning to Prompt with Text Only Supervision for Vision-Language Models. CoRR Muhammad Uzair Khattak, Muhammad Ferjad Naeem, Muzammal Naseer, Luc Van Gool, Federico Tombari
2024	—	`conf`	SILC: Improving Vision Language Pretraining with Self-distillation. ECCV (21) Muhammad Ferjad Naeem, Yongqin Xian, Xiaohua Zhai, Lukas Hoyer, Luc Van Gool, Federico Tombari
2024	—	`conf`	SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance. ECCV (39) Lukas Hoyer, David Joseph Tan, Muhammad Ferjad Naeem, Luc Van Gool, Federico Tombari
2024	J	`jnl`	TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters. CoRR Haiyang Wang, Yue Fan, Muhammad Ferjad Naeem, Yongqin Xian, Jan Eric Lenssen, Liwei Wang, Federico Tombari, Bernt Schiele
2024	J	`jnl`	Toward a Diffusion-Based Generalist for Dense Vision Tasks. CoRR Yue Fan, Yongqin Xian, Xiaohua Zhai, Alexander Kolesnikov, Muhammad Ferjad Naeem, Bernt Schiele, Federico Tombari
2024	—	`—`	Towards Open-Set Computer Vision with Language Guidance. Muhammad Ferjad Naeem
2023	A*	`conf`	I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification. CVPR Muhammad Ferjad Naeem, Muhammad Gul Zain Ali Khan, Yongqin Xian, Muhammad Zeshan Afzal, Didier Stricker, Luc Van Gool, Federico Tombari
2023	A*	`conf`	Introducing Language Guidance in Prompt-based Continual Learning. ICCV Muhammad Gul Zain Ali Khan, Muhammad Ferjad Naeem, Luc Van Gool, Didier Stricker, Federico Tombari, Muhammad Zeshan Afzal
2023	J	`jnl`	Introducing Language Guidance in Prompt-based Continual Learning. CoRR Muhammad Gul Zain Ali Khan, Muhammad Ferjad Naeem, Luc Van Gool, Didier Stricker, Federico Tombari, Muhammad Zeshan Afzal
2023	A	`conf`	Learning Attention Propagation for Compositional Zero-Shot Learning. WACV Muhammad Gul Zain Ali Khan, Muhammad Ferjad Naeem, Luc Van Gool, Alain Pagani, Didier Stricker, Muhammad Zeshan Afzal
2023	J	`jnl`	SILC: Improving Vision Language Pretraining with Self-Distillation. CoRR Muhammad Ferjad Naeem, Yongqin Xian, Xiaohua Zhai, Lukas Hoyer, Luc Van Gool, Federico Tombari
2023	J	`jnl`	SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance. CoRR Lukas Hoyer, David Joseph Tan, Muhammad Ferjad Naeem, Luc Van Gool, Federico Tombari
2022	—	`conf`	3D Compositional Zero-Shot Learning with DeCompositional Consensus. ECCV (28) Muhammad Ferjad Naeem, Evin Pinar Örnek, Yongqin Xian, Luc Van Gool, Federico Tombari
2022	J	`jnl`	A convolutional recursive deep architecture for unconstrained Urdu handwriting recognition. Neural Comput. Appl. Noor ul Sehr Zia, Muhammad Ferjad Naeem, Syed Muhammad Kumail Raza, Muhammad Mubasher Khan, Adnan Ul-Hasan, Faisal Shafait
2022	A*	`conf`	I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification. NeurIPS Muhammad Ferjad Naeem, Yongqin Xian, Luc Van Gool, Federico Tombari
2022	J	`jnl`	I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification. CoRR Muhammad Ferjad Naeem, Yongqin Xian, Luc Van Gool, Federico Tombari
2022	J	`jnl`	I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification. CoRR Muhammad Ferjad Naeem, Muhammad Gul Zain Ali Khan, Yongqin Xian, Muhammad Zeshan Afzal, Didier Stricker, Luc Van Gool, Federico Tombari
2022	J	`jnl`	Learning Attention Propagation for Compositional Zero-Shot Learning. CoRR Muhammad Gul Zain Ali Khan, Muhammad Ferjad Naeem, Luc Van Gool, Alain Pagani, Didier Stricker, Muhammad Zeshan Afzal
2021	J	`jnl`	3D Compositional Zero-shot Learning with DeCompositional Consensus. CoRR Muhammad Ferjad Naeem, Evin Pinar Örnek, Yongqin Xian, Luc Van Gool, Federico Tombari
2021	A*	`conf`	Learning Graph Embeddings for Compositional Zero-Shot Learning. CVPR Muhammad Ferjad Naeem, Yongqin Xian, Federico Tombari, Zeynep Akata
2021	J	`jnl`	Learning Graph Embeddings for Compositional Zero-shot Learning. CoRR Muhammad Ferjad Naeem, Yongqin Xian, Federico Tombari, Zeynep Akata
2021	J	`jnl`	Learning Graph Embeddings for Open World Compositional Zero-Shot Learning. CoRR Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian, Zeynep Akata
2021	A*	`conf`	Open World Compositional Zero-Shot Learning. CVPR Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian, Zeynep Akata
2021	J	`jnl`	Open World Compositional Zero-Shot Learning. CoRR Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian, Zeynep Akata
2020	A*	`conf`	Reliable Fidelity and Diversity Metrics for Generative Models. ICML Muhammad Ferjad Naeem, Seong Joon Oh, Youngjung Uh, Yunjey Choi, Jaejun Yoo
2020	J	`jnl`	Reliable Fidelity and Diversity Metrics for Generative Models. CoRR Muhammad Ferjad Naeem, Seong Joon Oh, Youngjung Uh, Yunjey Choi, Jaejun Yoo
2019	J	`jnl`	Data Augmentation with Manifold Exploring Geometric Transformations for Increased Performance and Robustness. CoRR Magdalini Paschali, Walter Simson, Abhijit Guha Roy, Muhammad Ferjad Naeem, Rüdiger Göbl, Christian Wachinger, Nassir Navab
2019	J	`jnl`	Deep Learning Under the Microscope: Improving the Interpretability of Medical Imaging Neural Networks. CoRR Magdalini Paschali, Muhammad Ferjad Naeem, Walter Simson, Katja Steiger, Martin Mollenhauer, Nassir Navab
2018	B	`conf`	A Multi-faceted OCR Framework for Artificial Urdu News Ticker Text Recognition. DAS Sami Ur Rehman, Burhan Ul Tayyab, Muhammad Ferjad Naeem, Adnan Ul-Hasan, Faisal Shafait
2017	A	`conf`	Impact of Ligature Coverage on Training Practical Urdu OCR Systems. ICDAR Muhammad Ferjad Naeem, Noor ul Sehr Zia, Aqsa Ahmed Awan, Faisal Shafait, Adnan Ul-Hasan