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Worring, Marcel

  1. The Dawn of Quantum Natural Language Processing
    2021/10/13 by R. Di Sipio, Di Sipio, Riccardo, Jia-Hong Huang +7 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Topic Modeling
  2. Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models
    2023/03/10 by Tom van Sonsbeek, Mohammad Mahdi Derakhshani, van Sonsbeek, Tom +7 · 16 citations
    Computer Science · #68T07 #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
  3. Many Task Learning with Task Routing
    2019/03/28 by Strezoski, Gjorgji, van Noord, Nanne, Worring, Marcel · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. BERT for Evidence Retrieval and Claim Verification
    2019/10/07 by Soleimani, Amir, Monz, Christof, Worring, Marcel · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  5. LifeLonger: A Benchmark for Continual Disease Classification
    2022/04/12 by Mohammad Mahdi Derakhshani, Ivona Najdenkoska, Derakhshani, Mohammad Mahdi +11 · 6 citations
    Computer Science · Medicine · #68T07 #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
  6. Meta Learning to Bridge Vision and Language Models for Multimodal Few-Shot Learning
    2023/02/28 by Ivona Najdenkoska, Xiantong Zhen, Najdenkoska, Ivona +3 · 6 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
  7. DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation
    2020/11/01 by Jia-Hong Huang, Huang, Jia-Hong, Chao-Han Huck Yang +21 · 5 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Retinal Imaging and Analysis
  8. TULIP: Token-length Upgraded CLIP
    2024/10/13 by Ivona Najdenkoska, Najdenkoska, Ivona, Mohammad Mahdi Derakhshani +9 · 10 citations
    Engineering · #Advanced Antenna and Metasurface Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. GO4Align: Group Optimization for Multi-Task Alignment
    2024/04/09 by Shen, Jiayi, Wang, Cheems, Xiao, Zehao +2 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. Query-controllable Video Summarization
    2020/04/07 by Jia-Hong Huang, Huang, Jia-Hong, Marcel Worring +1 · 4 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimedia Communication and Technology #Music and Audio Processing #Video Analysis and Summarization
  11. Query-based Video Summarization with Pseudo Label Supervision
    2023/07/04 by Jia-Hong Huang, Huang, Jia-Hong, Luka Murn +5 · 5 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Video Analysis and Summarization #Music and Audio Processing #Cancer-related molecular mechanisms research
  12. HyperSAGE: Generalizing Inductive Representation Learning on Hypergraphs
    2020/10/09 by Devanshu Arya, Arya, Devanshu, Deepak Gupta +5 · 3 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Multimodal Machine Learning Applications #Complex Network Analysis Techniques
  13. OmniArt: Multi-task Deep Learning for Artistic Data Analysis
    2017/08/02 by Gjorgji Strezoski, Marcel Worring, Strezoski, Gjorgji +1 · 3 citations
    Computer Science · Neuroscience · #Aesthetic Perception and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimedia (cs.MM)
  14. II-20: Intelligent and pragmatic analytic categorization of image\n collections
    2020/05/05 by Jan Zahálka, Marcel Worring, Zahálka, Jan +3 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Multimedia (cs.MM) #Video Analysis and Summarization
  15. GPT2MVS: Generative Pre-trained Transformer-2 for Multi-modal Video Summarization
    2021/04/26 by Jia-Hong Huang, Huang, Jia-Hong, Luka Murn +5 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Music and Audio Processing #Video Analysis and Summarization
  16. Variational Topic Inference for Chest X-Ray Report Generation
    2021/07/15 by Ivona Najdenkoska, Najdenkoska, Ivona, Xiantong Zhen +5 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling #electronic engineering #information engineering
  17. Probabilistic Integration of Object Level Annotations in Chest X-ray Classification
    2022/10/13 by Tom van Sonsbeek, Xiantong Zhen, van Sonsbeek, Tom +5 · 2 citations
    Computer Science · Medicine · #68T07 #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
  18. Multimodal Classification of Urban Micro-Events
    2019/04/30 by Sukel, Maarten, Rudinac, Stevan, Worring, Marcel · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  19. Detecting CNN-Generated Facial Images in Real-World Scenarios
    2020/05/12 by Hulzebosch, Nils, Ibrahimi, Sarah, Worring, Marcel · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  20. Variational Knowledge Distillation for Disease Classification in Chest X-Rays
    2021/03/19 by van Sonsbeek, Tom, Zhen, Xiantong, Worring, Marcel +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  21. Contextualized Keyword Representations for Multi-modal Retinal Image Captioning
    2021/04/26 by Jia-Hong Huang, Huang, Jia-Hong, Ting-Wei Wu +3 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Topic Modeling
  22. Adaptive Neural Message Passing for Inductive Learning on Hypergraphs
    2021/09/22 by Devanshu Arya, Deepak Gupta, Arya, Devanshu +5 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Neural Networks and Applications #Machine Learning and Algorithms
  23. Multi-Task Neural Processes
    2021/11/10 by Jiayi Shen, Xiantong Zhen, Shen, Jiayi +5 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG)
  24. Variational Multi-Task Learning with Gumbel-Softmax Priors
    2021/11/09 by Jiayi Shen, Xiantong Zhen, Shen, Jiayi +5 · 1 citation
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG)
  25. Causalainer: Causal Explainer for Automatic Video Summarization
    2023/04/30 by Jia-Hong Huang, Chao-Han Huck Yang, Huang, Jia-Hong +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Music and Audio Processing #Video Analysis and Summarization
  26. X-TRA: Improving Chest X-ray Tasks with Cross-Modal Retrieval Augmentation
    2023/02/22 by Tom van Sonsbeek, van Sonsbeek, Tom, Marcel Worring +1 · 1 citation
    Computer Science · Medicine · #68T07 #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging
  27. Episodic Multi-Task Learning with Heterogeneous Neural Processes
    2023/10/28 by Jiayi Shen, Shen, Jiayi, Xiantong Zhen +6 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning in Healthcare
  28. Knowledge Graph Embeddings for Multi-Lingual Structured Representations of Radiology Reports
    2023/09/02 by Tom van Sonsbeek, van Sonsbeek, Tom, Xiantong Zhen +2 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #68T07 #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
  29. Modeling Edge-Specific Node Features through Co-Representation Neural Hypergraph Diffusion
    2024/05/23 by Yijia Zheng, Marcel Worring, Zheng, Yijia +1 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  30. LATTE: Latent Trajectory Embedding for Diffusion-Generated Image Detection
    2025/07/03 by Ana Vasilcoiu, Vasilcoiu, Ana, Ivona Najdenkoska +5 · 2 citations
    Computer Science · #AI in cancer detection #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #I.4.8 #I.5 #Image Retrieval and Classification Techniques
  31. Conditional Modeling Based Automatic Video Summarization
    2023/11/20 by Huang, Jia-Hong, Yang, Chao-Han Huck, Chen, Pin-Yu +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimedia (cs.MM)