Thinking Outside the BBox: Unconstrained Generative Object Compositing

6 September 2024

Zhe Lin

Soo Ye Kim

Papers citing "Thinking Outside the BBox: Unconstrained Generative Object Compositing"

32 / 32 papers shown

Title
Paint by Inpaint: Learning to Add Image Objects by Removing Them First Navve Wasserman Noam Rotstein Roy Ganz Ron Kimmel DiffM 94 16 0 28 Apr 2024
Large Convolutional Model Tuning via Filter Subspace Wei Chen Zichen Miao Qiang Qiu 178 4 0 01 Mar 2024
Subject-driven Text-to-Image Generation via Apprenticeship Learning Wenhu Chen Hexiang Hu Yandong Li Nataniel Rui Xuhui Jia Ming-Wei Chang William W. Cohen DiffM 94 193 0 01 Apr 2023
Reference-based Image Composition with Sketch via Structure-aware Diffusion Model Kangyeol Kim S. Park Junsoo Lee Jaegul Choo DiffM 47 12 0 31 Mar 2023
MVImgNet: A Large-scale Dataset of Multi-view Images Xianggang Yu Mutian Xu Yidan Zhang Haolin Liu Chongjie Ye ... Zhangyang Xiong Tianyou Liang Guanying Chen Shuguang Cui Xiaoguang Han 3DV 97 169 0 10 Mar 2023
SmartBrush: Text and Shape Guided Object Inpainting with Diffusion Model Shaoan Xie Zhifei Zhang Zhe Lin Tobias Hinz Kun Zhang DiffM 73 242 0 09 Dec 2022
ObjectStitch: Generative Object Compositing Yi-Zhe Song Zhifei Zhang Zhe Lin Scott D. Cohen Brian L. Price Jianming Zhang Seunggeun Kim Daniel G. Aliaga DiffM 72 33 0 02 Dec 2022
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation Nataniel Ruiz Yuanzhen Li Varun Jampani Yael Pritch Michael Rubinstein Kfir Aberman 279 2,861 0 25 Aug 2022
Prompt-to-Prompt Image Editing with Cross Attention Control Amir Hertz Ron Mokady J. Tenenbaum Kfir Aberman Yael Pritch Daniel Cohen-Or DiffM 186 1,773 0 02 Aug 2022
An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion Rinon Gal Yuval Alaluf Yuval Atzmon Or Patashnik Amit H. Bermano Gal Chechik Daniel Cohen-Or 155 1,876 0 02 Aug 2022
Instance Shadow Detection with A Single-Stage Detector Tianyu Wang Xiaowei Hu Pheng-Ann Heng Chi-Wing Fu 63 28 0 11 Jul 2022
Blended Latent Diffusion Omri Avrahami Ohad Fried Dani Lischinski DiffM 109 384 0 06 Jun 2022
Fast Object Placement Assessment Li Niu Qingyang Liu Zhenchen Liu Jiangtong Li 57 14 0 28 May 2022
Pretraining is All You Need for Image-to-Image Translation Tengfei Wang Ting Zhang Bo Zhang Hao Ouyang Dong Chen Qifeng Chen Fang Wen DiffM 243 178 0 25 May 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 422 15,515 0 20 Dec 2021
More Control for Free! Image Synthesis with Semantic Diffusion Guidance Xihui Liu Dong Huk Park S. Azadi Gong Zhang Arman Chopikyan Yuxiao Hu Humphrey Shi Anna Rohrbach Trevor Darrell DiffM 90 256 0 10 Dec 2021
HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing Yuval Alaluf Omer Tov Ron Mokady Rinon Gal Amit H. Bermano 102 274 0 30 Nov 2021
Blended Diffusion for Text-driven Editing of Natural Images Omri Avrahami Dani Lischinski Ohad Fried DiffM 116 947 0 29 Nov 2021
EditGAN: High-Precision Semantic Image Editing Huan Ling Karsten Kreis Daiqing Li Seung Wook Kim Antonio Torralba Sanja Fidler DiffM GAN 56 203 0 04 Nov 2021
DiffusionCLIP: Text-Guided Diffusion Models for Robust Image Manipulation Gwanghyun Kim Taesung Kwon Jong Chul Ye DiffM 187 650 0 06 Oct 2021
SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations Chenlin Meng Yutong He Yang Song Jiaming Song Jiajun Wu Jun-Yan Zhu Stefano Ermon DiffM 144 1,492 0 02 Aug 2021
CLIPScore: A Reference-free Evaluation Metric for Image Captioning Jack Hessel Ari Holtzman Maxwell Forbes Ronan Le Bras Yejin Choi CLIP 139 1,561 0 18 Apr 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 929 29,436 0 26 Feb 2021
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation Elad Richardson Yuval Alaluf Or Patashnik Yotam Nitzan Yaniv Azar Stav Shapiro Daniel Cohen-Or 130 1,108 0 03 Aug 2020
Semantic Photo Manipulation with a Generative Image Prior David Bau Hendrik Strobelt William S. Peebles Jonas Wulff Bolei Zhou Jun-Yan Zhu Antonio Torralba GAN 87 353 0 15 May 2020
$Towards Photo-Realistic Virtual Try-On by Adaptively Generating$\leftrightarrow$Preserving Image Content$ Towards Photo-Realistic Virtual Try-On by Adaptively Generating $\leftrightarrow$ Preserving Image Content Han Yang Ruimao Zhang Xiaobao Guo Wei Liu W. Zuo Ping Luo 73 265 0 12 Mar 2020
Rendering Synthetic Objects into Legacy Photographs Kevin Karsch Varsha Hedau David A. Forsyth Derek Hoiem 60 347 0 24 Dec 2019
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting Haoshu Fang Jianhua Sun Runzhong Wang Minghao Gou Yong-Lu Li Cewu Lu ISeg 55 210 0 21 Aug 2019
Learning to Generate Synthetic Data via Compositing Shashank Tripathi Siddhartha Chandra Amit Agrawal A. Tyagi James M. Rehg Visesh Chari 87 119 0 10 Apr 2019
Context-Aware Synthesis and Placement of Object Instances Donghoon Lee Sifei Liu Liang Feng Ming-Yuan Liu Ming-Hsuan Yang Jan Kautz 67 117 0 06 Dec 2018
Modeling Visual Context is Key to Augmenting Object Detection Datasets Nikita Dvornik Julien Mairal Cordelia Schmid 74 245 0 19 Jul 2018
Deep Image Matting N. Xu Brian L. Price Scott D. Cohen Thomas Huang 58 451 0 10 Mar 2017