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Giryes, Raja

  1. Generative Adversarial Networks
    2022/03/01 by Gil’ad N. Cohen, Cohen, Gilad, Raja Giryes +1 · 558 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, Vidal, Rene +6 · 1 voice · 10 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 · 36 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 · 21 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. DifuzCam: Replacing Camera Lens with a Mask and a Diffusion Model
    2024/08/14 by Erez Yosef, Yosef, Erez, Raja Giryes +1 · 4 voices
    #cs.CV #cs.AI #eess.IV
  6. Poisson Inverse Problems by the Plug-and-Play scheme
    2015/11/08 by Rond, Arie, Giryes, Raja, Elad, Michael · 5 citations
    #47N10 #49N45 #65J22 #68U10 #94A08 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)
  7. Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models
    2023/05/31 by Sivan Doveh, Assaf Arbelle, Doveh, Sivan +21 · 9 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  8. Set-the-Scene: Global-Local Training for Generating Controllable NeRF Scenes
    2023/03/23 by Dana Cohen-Bar, Cohen-Bar, Dana, Elad Richardson +7 · 8 citations
    Computer Science · Engineering · #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis #Image Processing and 3D Reconstruction
  9. 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)
  10. AutoSAM: Adapting SAM to Medical Images by Overloading the Prompt Encoder
    2023/06/10 by Tal Shaharabany, Aviad Dahan, Shaharabany, Tal +5 · 7 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  11. DeciMamba: Exploring the Length Extrapolation Potential of Mamba
    2024/06/20 by Assaf Ben-Kish, Ben-Kish, Assaf, Itamar Zimerman +11 · 10 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Urban and Rural Development Challenges
  12. Deep Radar Detector
    2019/06/26 by Brodeski, Daniel, Bilik, Igal, Giryes, Raja · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #electronic engineering #information engineering
  13. RepMet: Representative-based metric learning for classification and one-shot object detection
    2018/06/12 by Leonid Karlinsky, Joseph Shtok, Karlinsky, Leonid +13 · 3 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
  14. Detecting Adversarial Samples Using Influence Functions and Nearest Neighbors
    2019/09/15 by Cohen, Gilad, Sapiro, Guillermo, Giryes, Raja · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  15. Deep Convolutional Denoising of Low-Light Images
    2017/01/06 by Tal Remez, Remez, Tal, Or Litany +5 · 4 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
  16. A Diffusion Model Predicts 3D Shapes from 2D Microscopy Images
    2022/08/30 by Dominik Waibel, Ernst Röell, Waibel, Dominik J. E. +7 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Digital Imaging for Blood Diseases #Generative Adversarial Networks and Image Synthesis
  17. MAEDAY: MAE for few and zero shot AnomalY-Detection
    2022/11/25 by Schwartz, Eli, Arbelle, Assaf, Karlinsky, Leonid +4 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. Detector-Free Weakly Supervised Grounding by Separation
    2021/04/20 by Arbelle, Assaf, Doveh, Sivan, Alfassy, Amit +14 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. Unsupervised Domain Generalization by Learning a Bridge Across Domains
    2021/12/04 by Sivan Harary, Eli Schwartz, Harary, Sivan +25 · 3 citations
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #Image Processing Techniques and Applications #Multimodal Machine Learning Applications
  20. Generalization Error in Deep Learning
    2018/08/03 by Daniel Jakubovitz, Jakubovitz, Daniel, Raja Giryes +3 · 2 citations
    Computer Science · Engineering · Earth and Planetary Sciences · #Neural Networks and Applications #Sparse and Compressive Sensing Techniques #Geophysical and Geoelectrical Methods
  21. LaSO: Label-Set Operations networks for multi-label few-shot learning
    2019/02/26 by Amit Alfassy, Alfassy, Amit, Leonid Karlinsky +13 · 2 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 #Text and Document Classification Technologies
  22. Supervised and Unsupervised Learning of Parameterized Color Enhancement
    2019/12/30 by Chai, Yoav, Giryes, Raja, Wolf, Lior · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. DINOv2 based Self Supervised Learning For Few Shot Medical Image Segmentation
    2024/03/05 by Ayzenberg, Lev, Giryes, Raja, Greenspan, Hayit · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. PointGMM: a Neural GMM Network for Point Clouds
    2020/03/30 by Hertz, Amir, Hanocka, Rana, Giryes, Raja +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  25. 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
  26. 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
  27. Simple Post-Training Robustness Using Test Time Augmentations and Random Forest
    2021/09/16 by Gil’ad N. Cohen, Raja Giryes, Cohen, Gilad +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)
  28. SPAGHETTI: Editing Implicit Shapes Through Part Aware Generation
    2022/01/31 by Hertz, Amir, Perel, Or, Giryes, Raja +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
  29. Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models
    2024/12/18 by I. Bernard Cohen, Daniela Gottesman, Cohen, Ido +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
  30. Learning Low Dimensional State Spaces with Overparameterized Recurrent Neural Nets
    2022/10/25 by Cohen-Karlik, Edo, Menuhin-Gruman, Itamar, Giryes, Raja +2 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  31. Implicit Bias of Policy Gradient in Linear Quadratic Control: Extrapolation to Unseen Initial States
    2024/02/12 by Noam Razin, Razin, Noam, Yotam Alexander +9 · 3 citations
    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
  32. LiveXiv -- A Multi-Modal Live Benchmark Based on Arxiv Papers Content
    2024/10/14 by Nimrod Shabtay, Felipe Maia Polo, Shabtay, Nimrod +19 · 4 citations
    Computer Science · Social Sciences · Decision Sciences · #Video Analysis and Summarization #Multimedia Communication and Technology #Scientific Computing and Data Management
  33. Delta-encoder: an effective sample synthesis method for few-shot object recognition
    2018/06/12 by Schwartz, Eli, Karlinsky, Leonid, Shtok, Joseph +6 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. Image-Adaptive GAN based Reconstruction
    2019/06/12 by Hussein, Shady Abu, Tirer, Tom, Giryes, Raja · 1 citation
    #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
  35. 3VL: Using Trees to Improve Vision-Language Models' Interpretability
    2023/12/28 by Nir Yellinek, Leonid Karlinsky, Yellinek, Nir +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
  36. Baby steps towards few-shot learning with multiple semantics
    2019/06/05 by Eli Schwartz, Leonid Karlinsky, Schwartz, Eli +7 · 1 citation
    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
  37. Comparison Visual Instruction Tuning
    2024/06/13 by Wei Lin, M. Jehanzeb Mirza, Lin, Wei +11 · 3 citations
    Social Sciences · #Education and Technology Integration #Educational Environments and Student Outcomes
  38. TriNeRFLet: A Wavelet Based Triplane NeRF Representation
    2024/01/11 by Khatib, Rajaei, Giryes, Raja · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  39. Fine-grained Angular Contrastive Learning with Coarse Labels
    2020/12/07 by Bukchin, Guy, Schwartz, Eli, Saenko, Kate +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  40. FLEX: Extrinsic Parameters-free Multi-view 3D Human Motion Reconstruction
    2021/05/05 by Gordon, Brian, Raab, Sigal, Azov, Guy +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #I.4.5 #Machine Learning (cs.LG)
  41. Z2P: Instant Visualization of Point Clouds
    2021/05/30 by Metzer, Gal, Hanocka, Rana, Giryes, Raja +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
  42. UDPM: Upsampling Diffusion Probabilistic Models
    2023/05/25 by Shady Abu-Hussein, Abu-Hussein, Shady, Raja Giryes +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
  43. Bridging the Visual Gap: Fine-Tuning Multimodal Models with Knowledge-Adapted Captions
    2024/11/13 by Moran Yanuka, Yanuka, Moran, Assaf Ben Kish +7 · 1 voice
    Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Subtitles and Audiovisual Media #cs.CL #cs.CV #cs.LG
  44. Provable Benefits of Complex Parameterizations for Structured State Space Models
    2024/10/17 by Yuval Ran-Milo, Ran-Milo, Yuval, Eden Lumbroso +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
  45. Membership Inference Attack Using Self Influence Functions
    2022/05/26 by Cohen, Gilad, Giryes, Raja · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  46. DNN or k-NN: That is the Generalize vs. Memorize Question
    2018/05/17 by Guillermo Sapiro, Cohen, Gilad, Sapiro, Guillermo +2 · 1 citation
    Computer Science · #Neural Networks and Applications #Face and Expression Recognition #Anomaly Detection Techniques and Applications
  47. ProCST: Boosting Semantic Segmentation Using Progressive Cyclic Style-Transfer
    2022/04/25 by Ettedgui, Shahaf, Abu-Hussein, Shady, Giryes, Raja · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  48. PIP: Positional-encoding Image Prior
    2022/11/25 by Nimrod Shabtay, Eli Schwartz, Shabtay, Nimrod +3 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  49. 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
  50. Group Orthogonalization Regularization For Vision Models Adaptation and Robustness
    2023/06/16 by Kurtz, Yoav, Bar, Noga, Giryes, Raja · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  51. VisDA 2022 Challenge: Domain Adaptation for Industrial Waste Sorting
    2023/03/26 by Bashkirova, Dina, Mishra, Samarth, Lteif, Diala +16 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  52. Overflow Prevention Enhances Long-Context Recurrent LLMs
    2025/05/12 by Ben-Kish, Assaf, Zimerman, Itamar, Mirza, M. Jehanzeb +4 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  53. On the Relation Between Linear Diffusion and Power Iteration
    2024/10/16 by Dana Weitzner, Weitzner, Dana, Mauricio Delbracio +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
  54. 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
  55. X-ray2CTPA: Leveraging Diffusion Models to Enhance Pulmonary Embolism Classification
    2024/06/23 by Cahan, Noa, Klang, Eyal, Aviram, Galit +4 · 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
  56. Teaching VLMs to Localize Specific Objects from In-context Examples
    2024/11/20 by Doveh, Sivan, Shabtay, Nimrod, Lin, Wei +9 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  57. Correction Filter for Single Image Super-Resolution: Robustifying Off-the-Shelf Deep Super-Resolvers
    2019/11/30 by Shady Abu Hussein, Hussein, Shady Abu, Tom Tirer +3 · 1 citation
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Photoacoustic and Ultrasonic Imaging #electronic engineering #information engineering
  58. CARES: Context-Aware Resolution Selector for VLMs
    2025/10/22 by Kimhi, Moshe, Shabtay, Nimrod, Giryes, Raja +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  59. Kernel-Based Smoothness Analysis of Residual Networks
    2020/09/21 by Tom Tirer, Tirer, Tom, Joan Bruna +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