BlobCtrl: Taming Controllable Blob for Element-level Image Editing

On the generalized distance in Statistics. National Institute of Science of India

PC Mahalanobis. 1936 · 1936

Earlier work this paper cites.

Multi-concept customization of text-to-image diffusion. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition . 1931–1941

Nupur Kumari, Bingliang Zhang, Richard Zhang, Eli Shechtman, and Jun-Yan Zhu. 2023 · 1941

Earlier work this paper cites.

Blobworld: A system for region-based image indexing and retrieval. In Visual Information and Information Systems: Third International Conference, VISUAL’99 Amsterdam, The Netherlands, June 2–4, 1999 Proceedings 3 . Springer, 509–517

Chad Carson, Megan Thomas, Serge Belongie, Joseph M Hellerstein, and Jitendra Malik. 1999 · 1999

Earlier work this paper cites.

Image quality assessment: from error visibility to structural similarity

Zhou Wang, Alan C Bovik, Hamid R Sheikh, and Eero P Simoncelli. 2004 · 2004

Earlier work this paper cites.

Adam: A method for stochastic optimization

Original

Diederik P Kingma and Jimmy Ba. 2014 · 2014

Earlier work this paper cites.

Microsoft coco: Common objects in context. In Computer Vision–ECCV 2014: 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part V 13 . Springer, 740–755

Tsung-Yi Lin, Michael Maire, Serge Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C Lawrence Zitnick. 2014 · 2014

Earlier work this paper cites.

GANs trained by a two time-scale update rule converge to a local Nash equilibrium

Martin Heusel, Hubert Ramsauer, Thomas Unterthiner, Bernhard Nessler, and Sepp Hochreiter. 2017 · 2017

Earlier work this paper cites.

The unreasonable effectiveness of deep features as a perceptual metric. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) . 586–595

Richard Zhang, Phillip Isola, Alexei A Efros, Eli Shechtman, and Oliver Wang. 2018 · 2018

Earlier work this paper cites.

Emerging properties in self-supervised vision transformers. In Proceedings of the IEEE/CVF international conference on computer vision . 9650–9660

Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, and Armand Joulin. 2021 · 2021

Earlier work this paper cites.

Lora: Low-rank adaptation of large language models

Original

Edward J Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen. 2021 · 2021

Earlier work this paper cites.

Learning transferable visual models from natural language supervision. In International conference on machine learning . PMLR, 8748–8763

Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, et al · 2021

Earlier work this paper cites.

Blobgan: Spatially disentangled scene representations. In European Conference on Computer Vision . Springer, 616–635

Dave Epstein, Taesung Park, Richard Zhang, Eli Shechtman, and Alexei A Efros. 2022 · 2022

Earlier work this paper cites.

An image is worth one word: Personalizing text-to-image generation using textual inversion

Original

Rinon Gal, Yuval Alaluf, Yuval Atzmon, Or Patashnik, Amit H Bermano, Gal Chechik, and Daniel Cohen-Or. 2022 · 2022

Earlier work this paper cites.

Hierarchical text-conditional image generation with clip latents

Original

Aditya Ramesh, Prafulla Dhariwal, Alex Nichol, Casey Chu, and Mark Chen. 2022 · 2022

Earlier work this paper cites.

High-resolution image synthesis with latent diffusion models. In CVPR

Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, and Björn Ommer. 2022 · 2022

Earlier work this paper cites.

Instructpix2pix: Learning to follow image editing instructions. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition . 18392–18402

Tim Brooks, Aleksander Holynski, and Alexei A Efros. 2023 · 2023

Earlier work this paper cites.

MasaCtrl: Tuning-Free Mutual Self-Attention Control for Consistent Image Synthesis and Editing. In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) . 22560–22570

Mingdeng Cao, Xintao Wang, Zhongang Qi, Ying Shan, Xiaohu Qie, and Yinqiang Zheng. 2023 · 2023

Earlier work this paper cites.

AnyDoor: Zero-shot Object-level Image Customization

Xi Chen, Lianghua Huang, Yu Liu, Yujun Shen, Deli Zhao, and Hengshuang Zhao. 2023 · 2023

Earlier work this paper cites.

Prompt-to-Prompt Image Editing with Cross-Attention Control. In ICLR

Amir Hertz, Ron Mokady, Jay Tenenbaum, Kfir Aberman, Yael Pritch, and Daniel Cohen-Or. 2023 · 2023

Earlier work this paper cites.

Segment anything. In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)

Alexander Kirillov, Eric Mintun, Nikhila Ravi, Hanzi Mao, Chloe Rolland, Laura Gustafson, Tete Xiao, Spencer Whitehead, Alexander C Berg, Wan-Yen Lo, et al · 2023

Cited alongside, same era.

Gligen: Open-set grounded text-to-image generation. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition . 22511–22521

Yuheng Li, Haotian Liu, Qingyang Wu, Fangzhou Mu, Jianwei Yang, Jianfeng Gao, Chunyuan Li, and Yong Jae Lee. 2023 · 2023

Cited alongside, same era.

DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models

Original

Chong Mou, Xintao Wang, Jiechong Song, Ying Shan, and Jian Zhang. 2023 · 2023

Cited alongside, same era.

DINOv2: Learning Robust Visual Features without Supervision

Maxime Oquab, Timothée Darcet, Theo Moutakanni, Huy V. Vo, Marc Szafraniec, Vasil Khalidov, Pierre Fernandez, Daniel Haziza, Francisco Massa, Alaaeldin El-Nouby, Russell Howes, Po-Yao Huang, Hu Xu, Vasu Sharma, Shang-Wen Li, Wojciech Galuba, Mike Rabbat, Mido Assran, Nicolas Ballas, Gabriel Synnaeve, Ishan Misra, Herve Jegou, Julien Mairal, Patrick Labatut, Armand Joulin, and Piotr Bojanowski. 2023 · 2023

Cited alongside, same era.

Diffeditor: Boosting accuracy and flexibility on diffusion-based image editing. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition . 8488–8497

Chong Mou, Xintao Wang, Jiechong Song, Ying Shan, and Jian Zhang. 2024 · 2024

Later among the works it cites.

Compositional Text-to-Image Generation with Dense Blob Representations. In Forty-first International Conference on Machine Learning

Weili Nie, Sifei Liu, Morteza Mardani, Chao Liu, Benjamin Eckart, and Arash Vahdat. 2024 · 2024

Later among the works it cites.

Emu edit: Precise image editing via recognition and generation tasks. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition . 8871–8879

Shelly Sheynin, Adam Polyak, Uriel Singer, Yuval Kirstain, Amit Zohar, Oron Ashual, Devi Parikh, and Yaniv Taigman. 2024 · 2024

Later among the works it cites.

SeedEdit: Align Image Re-Generation to Image Editing

Original

Yichun Shi, Peng Wang, and Weilin Huang. 2024 · 2024

Later among the works it cites.