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Amit H. Bermano

  1. An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion
    2022/08/02 by Rinon Gal, Yuval Alaluf, Gal, Rinon +11 · 253 citations
    Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Digital Humanities and Scholarship #FOS: Computer and information sciences #Graphics (cs.GR) #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  2. Human Motion Diffusion Model
    2022/09/29 by Guy Tevet, Tevet, Guy, Sigal Raab +9 · 138 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Human Motion and Animation #Human Pose and Action Recognition
  3. Human Motion Diffusion as a Generative Prior
    2023/03/02 by Yonatan Shafir, Guy Tevet, Shafir, Yonatan +5 · 56 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Human Motion and Animation #Human Pose and Action Recognition
  4. Encoder-based Domain Tuning for Fast Personalization of Text-to-Image Models
    2023/02/23 by Rinon Gal, Moab Arar, Gal, Rinon +9 · 18 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Topic Modeling
  5. CLoSD: Closing the Loop between Simulation and Diffusion for multi-task character control
    2024/10/04 by Guy Tevet, Sigal Raab, Tevet, Guy +13 · 27 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
  6. State of the Art on Diffusion Models for Visual Computing
    2023/10/11 by Ryan Po, Po, Ryan, Yifan, Wang +32 · 13 citations
    Mathematics · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Mathematical Biology Tumor Growth
  7. Instant3dit: Multiview Inpainting for Fast Editing of 3D Objects
    2024/11/30 by Amir Barda, Matheus Gadelha, Barda, Amir +9 · 1 voice · 15 citations
    Computer Science · Engineering · #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis #Generative Adversarial Networks and Image Synthesis
  8. State of the Art on Diffusion Models for Visual Computing
    2024/04/30 by Riccardo Pó, R. Po, W. Yifan +32 · 13 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis
  9. Breathing Life Into Sketches Using Text-to-Video Priors
    2023/11/21 by Rinon Gal, Gal, Rinon, Yael Vinker +11 · 10 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Human Motion and Animation #Machine Learning (cs.LG) #Music Technology and Sound Studies
  10. Single Motion Diffusion
    2023/02/12 by Sigal Raab, Inbal Leibovitch, Raab, Sigal +9 · 8 citations
    Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Human Motion and Animation
  11. HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing
    2021/11/30 by Yuval Alaluf, Omer Tov, Alaluf, Yuval +7 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  12. Unsupervised Multi-Modal Image Registration via Geometry Preserving\n Image-to-Image Translation
    2020/03/18 by Moab Arar, Arar, Moab, Yiftach Ginger +9 · 5 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
  13. CLIPasso: Semantically-Aware Object Sketching
    2022/02/11 by Yael Vinker, Vinker, Yael, Ehsan Pajouheshgar +13 · 6 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis
  14. AnyTop: Character Animation Diffusion with Any Topology
    2025/02/24 by Inbar Gat, Sigal Raab, Gat, Inbar +9 · 10 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Human Motion and Animation
  15. Unaligned Supervision For Automatic Music Transcription in The Wild
    2022/04/28 by Ben Maman, Maman, Ben, Amit H. Bermano +1 · 3 citations
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
  16. Learned Queries for Efficient Local Attention
    2021/12/21 by Moab Arar, Arar, Moab, Ariel Shamir +3 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  17. Mask Based Unsupervised Content Transfer
    2019/06/15 by Ron Mokady, Sagie Benaim, Mokady, Ron +5 · 2 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Video Analysis and Summarization
  18. Masked Extended Attention for Zero-Shot Virtual Try-On In The Wild
    2024/06/21 by Nadav Orzech, Yotam Nitzan, Orzech, Nadav +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
  19. PractiLight: Practical Light Control Using Foundational Diffusion Models
    2025/09/01 by Yotam Erel, Rishabh Dabral, Erel, Yotam +7 · 2 citations
    Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  20. MRGAN: Multi-Rooted 3D Shape Generation with Unsupervised Part Disentanglement
    2020/07/25 by Rinon Gal, Gal, Rinon, Amit H. Bermano +5 · 1 citation
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. HOIDiNi: Human-Object Interaction through Diffusion Noise Optimization
    2025/06/18 by Roey Ron, Ron, Roey, Guy Tevet +5 · 2 citations
    Engineering · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Evacuation and Crowd Dynamics #FOS: Computer and information sciences #Human-Automation Interaction and Safety