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Bermano, Amit H.

  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 · 393 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, Sigal Raab, Tevet, Guy +9 · 204 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. MotionCLIP: Exposing Human Motion Generation to CLIP Space
    2022/03/15 by Tevet, Guy, Gordon, Brian, Hertz, Amir +2 · 80 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  4. Human Motion Diffusion as a Generative Prior
    2023/03/02 by Yonatan Shafir, Guy Tevet, Shafir, Yonatan +5 · 81 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
  5. ClipCap: CLIP Prefix for Image Captioning
    2021/11/18 by Ron Mokady, Amir Hertz, Mokady, Ron +3 · 54 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 #Topic Modeling
  6. Pivotal Tuning for Latent-based Editing of Real Images
    2021/06/10 by Daniel Roich, Roich, Daniel, Ron Mokady +5 · 24 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  7. Encoder-based Domain Tuning for Fast Personalization of Text-to-Image Models
    2023/02/23 by Rinon Gal, Gal, Rinon, Moab Arar +9 · 25 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
  8. HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing
    2021/11/30 by Yuval Alaluf, Alaluf, Yuval, Omer Tov +7 · 15 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
  9. CLoSD: Closing the Loop between Simulation and Diffusion for multi-task character control
    2024/10/04 by Guy Tevet, Tevet, Guy, Sigal Raab +13 · 33 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
  10. State of the Art on Diffusion Models for Visual Computing
    2023/10/11 by Ryan Po, Po, Ryan, Yifan, Wang +32 · 19 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
  11. Instant3dit: Multiview Inpainting for Fast Editing of 3D Objects
    2024/11/30 by Amir Barda, Matheus Gadelha, Barda, Amir +9 · 1 voice · 18 citations
    Computer Science · Engineering · #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis #Generative Adversarial Networks and Image Synthesis
  12. Single Motion Diffusion
    2023/02/12 by Sigal Raab, Raab, Sigal, Inbal Leibovitch +9 · 10 citations
    Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Human Motion and Animation
  13. Domain-Agnostic Tuning-Encoder for Fast Personalization of Text-To-Image Models
    2023/07/13 by Moab Arar, Arar, Moab, Rinon Gal +11 · 11 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  14. Breathing Life Into Sketches Using Text-to-Video Priors
    2023/11/21 by Rinon Gal, Yael Vinker, Gal, Rinon +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
  15. MAS: Multi-view Ancestral Sampling for 3D motion generation using 2D diffusion
    2023/10/23 by Roy Kapon, Guy Tevet, Kapon, Roy +5 · 9 citations
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Human Pose and Action Recognition
  16. Unaligned Supervision For Automatic Music Transcription in The Wild
    2022/04/28 by Ben Maman, Maman, Ben, Amit H. Bermano +1 · 7 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
  17. LCM-Lookahead for Encoder-based Text-to-Image Personalization
    2024/04/04 by Gal, Rinon, Lichter, Or, Richardson, Elad +4 · 11 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  18. Stitch it in Time: GAN-Based Facial Editing of Real Videos
    2022/01/20 by Tzaban, Rotem, Mokady, Ron, Gal, Rinon +2 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
  19. Monkey See, Monkey Do: Harnessing Self-attention in Motion Diffusion for Zero-shot Motion Transfer
    2024/06/10 by Raab, Sigal, Gat, Inbar, Sala, Nathan +5 · 9 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  20. AnyTop: Character Animation Diffusion with Any Topology
    2025/02/24 by Inbar Gat, Sigal Raab, Gat, Inbar +9 · 14 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
  21. Learned Queries for Efficient Local Attention
    2021/12/21 by Moab Arar, Ariel Shamir, Arar, Moab +3 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  22. MagicClay: Sculpting Meshes With Generative Neural Fields
    2024/03/04 by Amir Barda, Vladimir G. Kim, Barda, Amir +7 · 4 citations
    Computer Science · Engineering · #Artificial Intelligence in Games #FOS: Computer and information sciences #Graphics (cs.GR) #Human Motion and Animation #Music Technology and Sound Studies
  23. ImageRAG: Dynamic Image Retrieval for Reference-Guided Image Generation
    2025/02/13 by Rotem Shalev-Arkushin, Shalev-Arkushin, Rotem, Rinon Gal +5 · 7 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image Retrieval and Classification Techniques #Medical Image Segmentation Techniques
  24. ComfyGen: Prompt-Adaptive Workflows for Text-to-Image Generation
    2024/10/02 by Rinon Gal, Gal, Rinon, Adi Haviv +9 · 5 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Graphics (cs.GR) #Scientific Computing and Data Management #Video Analysis and Summarization
  25. Dance Like a Chicken: Low-Rank Stylization for Human Motion Diffusion
    2025/03/25 by Sawdayee, Haim, Guo, Chuan, Tevet, Guy +3 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  26. MeshCNN Fundamentals: Geometric Learning through a Reconstructable Representation
    2021/05/27 by Barda, Amir, Erel, Yotam, Bermano, Amit H. · 1 citation
    #Computational Geometry (cs.CG) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
  27. Self-Conditioned Generative Adversarial Networks for Image Editing
    2022/02/08 by Yunzhe Liu, Rinon Gal, Liu, Yunzhe +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Machine Learning (cs.LG)
  28. State-of-the-Art in the Architecture, Methods and Applications of StyleGAN
    2022/02/28 by Bermano, Amit H., Gal, Rinon, Alaluf, Yuval +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
  29. OReX: Object Reconstruction from Planar Cross-sections Using Neural Fields
    2022/11/23 by Sawdayee, Haim, Vaxman, Amir, Bermano, Amit H. · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
  30. ROAR: Robust Adaptive Reconstruction of Shapes Using Planar Projections
    2023/07/03 by Barda, Amir, Erel, Yotam, Kasten, Yoni +1 · 1 citation
    #FOS: Computer and information sciences #Graphics (cs.GR)
  31. Performance Conditioning for Diffusion-Based Multi-Instrument Music Synthesis
    2023/09/21 by Ben Maman, Johannes Zeitler, Maman, Ben +5 · 1 citation
    Computer Science · Neuroscience · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Neuroscience and Music Perception #Sound (cs.SD) #electronic engineering #information engineering
  32. 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
  33. HOIDiNi: Human-Object Interaction through Diffusion Noise Optimization
    2025/06/18 by Roey Ron, Guy Tevet, Ron, Roey +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