평범한 필기장

Paper, Project Page, Github GitHub - inbarhub/DDPM_inversion: Official pytorch implementation of the paper: "An Edit Friendly DDPM Noise Space: Inversion anOfficial pytorch implementation of the paper: "An Edit Friendly DDPM Noise Space: Inversion and Manipulations". CVPR 2024. - GitHub - inbarhub/DDPM_inversion: Official pytorch implementa...github.com해결하려는 문제 본 논문에서는 기존 DDIM latent가 아닌 DDPM la..

Paper | Github | Project Page Null-text Inversion for Editing Real Images using Guided Diffusion ModelsNull-text Inversion for Editing Real Images using Guided Diffusion Models Ron Mokady* 1,2 Amir Hertz* 1,2 Kfir Aberman1 Yael Pritch1 Daniel Cohen-Or1,2 1 Google Research 2 Tel Aviv University *Denotes Equal Contribution Paper      Code TL;DR Null-textnull-text-inversion.github.io1. Introduction..

8월 20일 화요일. 2달간의 랩실 인턴이 끝났다. 원래 인턴 시작하면서 세운 목표는 매주 한주간 뭘 했는지, 뭘 배웠는지, 어땠는지 등을 포스팅하려했지만 정말 정말 정신없고 힘들어서 그럴 여력은 없었다.... 이렇게 끝났을 떄 나마 후기를 작성하려고 한다.1달 간의 포항 생활 일단 POSTECH AMI Lab 인턴 생활이 어땠는지부터 정리해보자면 첫 한달은 포항에서 기숙사 생활을 했다. 대부분의 대학원생들이 포항계셔서 랩실은 나름 붐볐다. 랩실 시설은 엄청 깔끔하고 좋았다. 5층에 랩실이 있었는데 4층에 쉬는 공간과 회의실?이 따로 또 있었다. 적응이 끝나고 쉬는 공간에 있는 턱걸이 기구를 종종 이용했다. 첫 주는 연구 주제 관련된 3d editing 논문들을 쭉 읽고 서버 셋팅하는데 시간을 다 쓴 것..

Paper | Github | Project Page Prompt-to-PromptPrompt-to-Prompt Image Editing with Cross-Attention Control Amir Hertz1,2 Ron Mokady1,2 Jay Tenenbaum1 Kfir Aberman1 Yael Pritch1 Daniel Cohen-Or1,2 1 Google Research   2 Tel Aviv University Paper      Code Abstract Recent large-scale text-driven synprompt-to-prompt.github.io1. Introduction 기존의 large-scale language-image (LLI) 모델들은 image editing 능력이 ..

Paper, Github, Project Page Plug-and-Play Diffusion Features for Text-Driven Image-to-Image Translation"a photo of a pink toy horse on the beach" "a photo of a bronze horse in a museum" "a photo of a robot horse" "a photo of robots dancing" "a cartoon of a couple dancing" "a photo of a wooden sculpture of a couple dancing" "a photorealistic image of bear cupnp-diffusion.github.io1. Introduction ..

논문 링크 : https://openaccess.thecvf.com/content/ICCV2023/papers/Wu_A_Latent_Space_of_Stochastic_Diffusion_Models_for_Zero-Shot_Image_ICCV_2023_paper.pdf깃헙 : https://github.com/ChenWu98/cycle-diffusion GitHub - ChenWu98/cycle-diffusion: [ICCV 2023] A latent space for stochastic diffusion models[ICCV 2023] A latent space for stochastic diffusion models - ChenWu98/cycle-diffusiongithub.com1. Introduc..

https://arxiv.org/abs/2407.02034 TrAME: Trajectory-Anchored Multi-View Editing for Text-Guided 3D Gaussian Splatting ManipulationDespite significant strides in the field of 3D scene editing, current methods encounter substantial challenge, particularly in preserving 3D consistency in multi-view editing process. To tackle this challenge, we propose a progressive 3D editing strategy tarxiv.org1. I..

https://arxiv.org/abs/2406.17396 SyncNoise: Geometrically Consistent Noise Prediction for Text-based 3D Scene EditingText-based 2D diffusion models have demonstrated impressive capabilities in image generation and editing. Meanwhile, the 2D diffusion models also exhibit substantial potentials for 3D editing tasks. However, how to achieve consistent edits across multiplearxiv.org1. Introduction I..

https://posterior-distillation-sampling.github.io/ Posterior Distillation SamplingWe introduce Posterior Distillation Sampling (PDS), a novel optimization method for parametric image editing based on diffusion models. Existing optimization-based methods, which leverage the powerful 2D prior of diffusion models to handle various parametrposterior-distillation-sampling.github.io1. Introduction Edi..

https://arxiv.org/abs/2309.16653 DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content CreationRecent advances in 3D content creation mostly leverage optimization-based 3D generation via score distillation sampling (SDS). Though promising results have been exhibited, these methods often suffer from slow per-sample optimization, limiting their practiarxiv.org1. Introduction 최근 3D ..