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Agustsson, Eirikur

  1. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
    2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1375 citations
    #cs.CL #cs.AI
  2. Finite Scalar Quantization: VQ-VAE Made Simple
    2023/09/27 by Fabian Mentzer, David Minnen, Mentzer, Fabian +5 · 109 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Image Enhancement Techniques #Image Processing Techniques and Applications
  3. High-Fidelity Generative Image Compression
    2020/06/17 by Mentzer, Fabian, Toderici, George, Tschannen, Michael +1 · 38 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  4. WebVision Database: Visual Learning and Understanding from Web Data
    2017/08/09 by Wen Li, Li, Wen, Limin Wang +7 · 27 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
  5. Generative Adversarial Networks for Extreme Learned Image Compression
    2018/04/09 by Agustsson, Eirikur, Tschannen, Michael, Mentzer, Fabian +2 · 17 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations
    2017/04/03 by Eirikur Agustsson, Agustsson, Eirikur, Fabian Mentzer +11 · 11 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques
  7. Nonlinear Transform Coding
    2020/07/06 by Ballé, Johannes, Chou, Philip A., Minnen, David +5 · 12 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Information Theory (cs.IT) #electronic engineering #information engineering
  8. Conditional Probability Models for Deep Image Compression
    2018/01/12 by Mentzer, Fabian, Agustsson, Eirikur, Tschannen, Michael +2 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. VCT: A Video Compression Transformer
    2022/06/15 by Fabian Mentzer, Mentzer, Fabian, George Toderici +11 · 10 citations
    Computer Science · #Advanced Vision and Imaging #Advanced Image Processing Techniques #Image and Signal Denoising Methods
  10. Multi-Realism Image Compression with a Conditional Generator
    2022/12/28 by Eirikur Agustsson, Agustsson, Eirikur, David Minnen +5 · 10 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Data Compression Techniques #Image and Signal Denoising Methods
  11. Towards Image Understanding from Deep Compression without Decoding
    2018/03/16 by Torfason, Robert, Mentzer, Fabian, Agustsson, Eirikur +3 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. Practical Full Resolution Learned Lossless Image Compression
    2018/11/30 by Mentzer, Fabian, Agustsson, Eirikur, Tschannen, Michael +2 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  13. High-Fidelity Image Compression with Score-based Generative Models
    2023/05/26 by Emiel Hoogeboom, Eirikur Agustsson, Hoogeboom, Emiel +9 · 7 citations
    Computer Science · #Advanced Data Compression Techniques #Algorithms and Data Compression #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
  14. Neural Video Compression using GANs for Detail Synthesis and Propagation
    2021/07/26 by Mentzer, Fabian, Agustsson, Eirikur, Ballé, Johannes +3 · 5 citations
    #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
  15. Deep Generative Models for Distribution-Preserving Lossy Compression
    2018/05/28 by Tschannen, Michael, Agustsson, Eirikur, Lucic, Mario · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  16. PIRM Challenge on Perceptual Image Enhancement on Smartphones: Report
    2018/10/03 by Andrey Ignatov, Radu Timofte, Ignatov, Andrey +91 · 3 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Image and Signal Denoising Methods
  17. M2T: Masking Transformers Twice for Faster Decoding
    2023/04/14 by Fabian Mentzer, Mentzer, Fabian, Eirikur Agustsson +3 · 1 voice · 3 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #cs.LG #eess.IV #electronic engineering #information engineering
  18. Universally Quantized Neural Compression
    2020/06/17 by Eirikur Agustsson, Lucas Theis, Agustsson, Eirikur +1 · 2 citations
    Computer Science · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
  19. WebVision Challenge: Visual Learning and Understanding With Web Data
    2017/05/16 by Li, Wen, Wang, Limin, Li, Wei +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  20. Interactive Full Image Segmentation by Considering All Regions Jointly
    2018/12/05 by Agustsson, Eirikur, Uijlings, Jasper R. R., Ferrari, Vittorio · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. Extending Video Masked Autoencoders to 128 frames
    2024/11/20 by Nitesh Bharadwaj Gundavarapu, Nitesh B. Gundavarapu, Gundavarapu, Nitesh Bharadwaj +21 · 2 voices
    Computer Science · #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #cs.CV