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Raja Giryes

  1. Generative Adversarial Networks
    2022/03/01 by Gil’ad N. Cohen, Cohen, Gilad, Raja Giryes +1 · 516 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  2. Mathematics of Deep Learning
    2017/12/13 by Rene Vidal, René Vidal, Joan Bruna +6 · 1 voice · 5 citations
    Computer Science · Engineering · #Neural Networks and Applications #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #cs.CV #cs.LG
  3. Latent-NeRF for Shape-Guided Generation of 3D Shapes and Textures
    2022/11/14 by Gal Metzer, Metzer, Gal, Elad Richardson +7 · 33 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human Motion and Animation
  4. TEXTure: Text-Guided Texturing of 3D Shapes
    2023/02/03 by Elad Richardson, Gal Metzer, Richardson, Elad +7 · 20 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image Processing and 3D Reconstruction
  5. MeshCNN
    2019/07/12 by Rana Hanocka, Amir Hertz, Noa Fish +4 · 18 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Computer Graphics and Visualization Techniques
  6. DifuzCam: Replacing Camera Lens with a Mask and a Diffusion Model
    2024/08/14 by Erez Yosef, Raja Giryes, Yosef, Erez +1 · 4 voices
    #cs.CV #cs.AI #eess.IV
  7. Set-the-Scene: Global-Local Training for Generating Controllable NeRF Scenes
    2023/03/23 by Dana Cohen-Bar, Cohen-Bar, Dana, Elad Richardson +7 · 7 citations
    Computer Science · Engineering · #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis #Image Processing and 3D Reconstruction
  8. Improving DNN Robustness to Adversarial Attacks using Jacobian\n Regularization
    2018/03/23 by Daniel Jakubovitz, Raja Giryes, Jakubovitz, Daniel +1 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  9. Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models
    2023/05/31 by Sivan Doveh, Assaf Arbelle, Doveh, Sivan +21 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  10. DeciMamba: Exploring the Length Extrapolation Potential of Mamba
    2024/06/20 by Assaf Ben-Kish, Itamar Zimerman, Ben-Kish, Assaf +11 · 9 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Urban and Rural Development Challenges
  11. Unsupervised Domain Generalization by Learning a Bridge Across Domains
    2021/12/04 by Sivan Harary, Harary, Sivan, Eli Schwartz +25 · 3 citations
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #Image Processing Techniques and Applications #Multimodal Machine Learning Applications
  12. A Diffusion Model Predicts 3D Shapes from 2D Microscopy Images
    2022/08/30 by Dominik Waibel, Waibel, Dominik J. E., Ernst Röell +7 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Digital Imaging for Blood Diseases #Generative Adversarial Networks and Image Synthesis
  13. Generalization Error in Deep Learning
    2018/08/03 by Daniel Jakubovitz, Raja Giryes, Jakubovitz, Daniel +3 · 2 citations
    Computer Science · Engineering · Earth and Planetary Sciences · #Neural Networks and Applications #Sparse and Compressive Sensing Techniques #Geophysical and Geoelectrical Methods
  14. Deep Convolutional Denoising of Low-Light Images
    2017/01/06 by Tal Remez, Or Litany, Remez, Tal +5 · 3 citations
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods
  15. How do Transformers perform In-Context Autoregressive Learning?
    2024/02/08 by Michael E. Sander, Raja Giryes, Sander, Michael E. +7 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  16. Self-Sampling for Neural Point Cloud Consolidation
    2020/08/14 by Gal Metzer, Rana Hanocka, Metzer, Gal +5 · 2 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Computer Graphics and Visualization Techniques
  17. Simple Post-Training Robustness Using Test Time Augmentations and Random Forest
    2021/09/16 by Gil’ad N. Cohen, Cohen, Gilad, Raja Giryes +1 · 2 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models
    2024/12/18 by I. Bernard Cohen, Cohen, Ido, Daniela Gottesman +5 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  19. LiveXiv -- A Multi-Modal Live Benchmark Based on Arxiv Papers Content
    2024/10/14 by Nimrod Shabtay, Shabtay, Nimrod, Felipe Maia Polo +19 · 4 citations
    Computer Science · Social Sciences · Decision Sciences · #Video Analysis and Summarization #Multimedia Communication and Technology #Scientific Computing and Data Management
  20. 3VL: Using Trees to Improve Vision-Language Models' Interpretability
    2023/12/28 by Nir Yellinek, Yellinek, Nir, Leonid Karlinsky +3 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  21. Comparison Visual Instruction Tuning
    2024/06/13 by Wei Lin, Lin, Wei, M. Jehanzeb Mirza +11 · 3 citations
    Social Sciences · #Education and Technology Integration #Educational Environments and Student Outcomes
  22. UDPM: Upsampling Diffusion Probabilistic Models
    2023/05/25 by Shady Abu-Hussein, Raja Giryes, Abu-Hussein, Shady +1 · 2 citations
    Computer Science · #AI in cancer detection #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) #Music and Audio Processing #electronic engineering #information engineering
  23. Bridging the Visual Gap: Fine-Tuning Multimodal Models with Knowledge-Adapted Captions
    2024/11/13 by Moran Yanuka, Assaf Ben Kish, Yanuka, Moran +7 · 1 voice
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.CV #cs.LG
  24. Provable Benefits of Complex Parameterizations for Structured State Space Models
    2024/10/17 by Yuval Ran-Milo, Eden Lumbroso, Ran-Milo, Yuval +9 · 2 citations
    Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Simulation Techniques and Applications
  25. DNN or k-NN: That is the Generalize vs. Memorize Question
    2018/05/17 by Cohen, Gilad, Guillermo Sapiro, Raja Giryes +2 · 1 citation
    Computer Science · #Neural Networks and Applications #Face and Expression Recognition #Anomaly Detection Techniques and Applications
  26. ADIR: Adaptive Diffusion for Image Reconstruction
    2022/12/06 by Shady Abu-Hussein, Tom Tirer, Abu-Hussein, Shady +3 · 2 citations
    Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #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) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  27. Implicit Bias of Policy Gradient in Linear Quadratic Control: Extrapolation to Unseen Initial States
    2024/02/12 by Noam Razin, Yotam Alexander, Razin, Noam +9 · 1 citation
    Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Economic Policies and Impacts #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Systems and Control (eess.SY) #electronic engineering #information engineering
  28. On the Relation Between Linear Diffusion and Power Iteration
    2024/10/16 by Dana Weitzner, Mauricio Delbracio, Weitzner, Dana +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Matrix Theory and Algorithms
  29. Deep Internal Learning: Deep Learning from a Single Input
    2023/12/12 by Tom Tirer, Tirer, Tom, Raja Giryes +5 · 1 citation
    Computer Science · Earth and Planetary Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Neural Networks and Applications #Signal Processing (eess.SP) #Underwater Acoustics Research #electronic engineering #information engineering
  30. Kernel-Based Smoothness Analysis of Residual Networks
    2020/09/21 by Tom Tirer, Joan Bruna, Tirer, Tom +3 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Sparse and Compressive Sensing Techniques