vix.ing · top · new · best · stats · spec

Naeem, Muhammad Ferjad

  1. TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters
    2024/10/30 by Haiyang Wang, Yue Fan, Wang, Haiyang +13 · 7 voices · 4 citations
    Materials Science · Engineering · #Magnetic Properties and Applications #Power Transformer Diagnostics and Insulation
  2. SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features
    2025/02/20 by Michael Tschannen, Tschannen, Michael, Alexey A. Gritsenko +25 · 281 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  3. Reliable Fidelity and Diversity Metrics for Generative Models
    2020/02/23 by Muhammad Ferjad Naeem, Seong Joon Oh, Naeem, Muhammad Ferjad +7 · 51 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques #Visual Attention and Saliency Detection
  4. SILC: Improving Vision Language Pretraining with Self-Distillation
    2023/10/20 by Naeem, Muhammad Ferjad, Xian, Yongqin, Zhai, Xiaohua +3 · 15 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. Learning Graph Embeddings for Compositional Zero-shot Learning
    2021/02/03 by Naeem, Muhammad Ferjad, Xian, Yongqin, Tombari, Federico +1 · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. Open World Compositional Zero-Shot Learning
    2021/01/29 by Mancini, Massimiliano, Naeem, Muhammad Ferjad, Xian, Yongqin +1 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. Learning to Prompt with Text Only Supervision for Vision-Language Models
    2024/01/04 by Muhammad Uzair Khattak, Khattak, Muhammad Uzair, Muhammad Ferjad Naeem +7 · 10 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  8. Active Data Curation Effectively Distills Large-Scale Multimodal Models
    2024/11/27 by Vishaal Udandarao, Nikhil Parthasarathy, Udandarao, Vishaal +15 · 2 voices · 9 citations
    Computer Science · #Semantic Web and Ontologies #Data Mining Algorithms and Applications #Advanced Computational Techniques and Applications
  9. I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification
    2022/12/05 by Muhammad Ferjad Naeem, Muhammad Gul Zain Ali Khan, Naeem, Muhammad Ferjad +11 · 6 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  10. SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance
    2023/11/27 by Lukas Hoyer, Hoyer, Lukas, David Joseph Tan +7 · 7 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  11. Learning Attention Propagation for Compositional Zero-Shot Learning
    2022/10/20 by Muhammad Gul Zain Ali Khan, Khan, Muhammad Gul Zain Ali, Muhammad Ferjad Naeem +9 · 4 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  12. GiT: Towards Generalist Vision Transformer through Universal Language Interface
    2024/03/14 by Wang, Haiyang, Tang, Hao, Jiang, Li +5 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. Learning Graph Embeddings for Open World Compositional Zero-Shot Learning
    2021/05/03 by Massimiliano Mancini, Mancini, Massimiliano, Muhammad Ferjad Naeem +5 · 3 citations
    Computer Science · Dentistry · #Computer Vision and Pattern Recognition (cs.CV) #Dental Research and COVID-19 #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  14. Deep Learning Under the Microscope: Improving the Interpretability of Medical Imaging Neural Networks
    2019/04/05 by Paschali, Magdalini, Naeem, Muhammad Ferjad, Simson, Walter +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. How Good is my Video LMM? Complex Video Reasoning and Robustness Evaluation Suite for Video-LMMs
    2024/05/06 by Muhammad Uzair Khattak, Muhammad Ferjad Naeem, Khattak, Muhammad Uzair +11 · 5 citations
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning and Data Classification
  16. Human Pose Descriptions and Subject-Focused Attention for Improved Zero-Shot Transfer in Human-Centric Classification Tasks
    2024/03/11 by Muhammad Saif Ullah Khan, Muhammad Ferjad Naeem, Khan, Muhammad Saif Ullah +9 · 3 citations
    Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Automation Interaction and Safety
  17. Introducing Language Guidance in Prompt-based Continual Learning
    2023/08/30 by Muhammad Gul Zain Ali Khan, Muhammad Ferjad Naeem, Khan, Muhammad Gul Zain Ali +9 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  18. I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification
    2022/09/21 by Muhammad Ferjad Naeem, Naeem, Muhammad Ferjad, Yongqin Xian +5 · 2 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  19. 3D Compositional Zero-shot Learning with DeCompositional Consensus
    2021/11/29 by Muhammad Ferjad Naeem, Naeem, Muhammad Ferjad, Evin Pınar Örnek +7 · 1 citation
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences