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2210.10960
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Diffusion Models already have a Semantic Latent Space
International Conference on Learning Representations (ICLR), 2022
20 October 2022
Mingi Kwon
Jaeseok Jeong
Youngjung Uh
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Papers citing
"Diffusion Models already have a Semantic Latent Space"
34 / 234 papers shown
Multilingual Conceptual Coverage in Text-to-Image Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Michael Stephen Saxon
William Yang Wang
EGVM
140
10
0
02 Jun 2023
Diffusion Self-Guidance for Controllable Image Generation
Neural Information Processing Systems (NeurIPS), 2023
Dave Epstein
Allan Jabri
Ben Poole
Alexei A. Efros
Aleksander Holynski
379
344
0
01 Jun 2023
Cocktail: Mixing Multi-Modality Controls for Text-Conditional Image Generation
Minghui Hu
Jianbin Zheng
Daqing Liu
Chuanxia Zheng
Chaoyue Wang
Dacheng Tao
Tat-Jen Cham
DiffM
181
12
0
01 Jun 2023
A Neural Space-Time Representation for Text-to-Image Personalization
ACM Transactions on Graphics (TOG), 2023
Yuval Alaluf
Elad Richardson
G. Metzer
Daniel Cohen-Or
DiffM
328
128
0
24 May 2023
ChatFace: Chat-Guided Real Face Editing via Diffusion Latent Space Manipulation
Dongxu Yue
Qin Guo
Munan Ning
Jiaxi Cui
Yuesheng Zhu
Liuliang Yuan
DiffM
317
15
0
24 May 2023
Guided Motion Diffusion for Controllable Human Motion Synthesis
IEEE International Conference on Computer Vision (ICCV), 2023
Korrawe Karunratanakul
Konpat Preechakul
Supasorn Suwajanakorn
Siyu Tang
DiffM
425
204
0
21 May 2023
Discffusion: Discriminative Diffusion Models as Few-shot Vision and Language Learners
Xuehai He
Weixi Feng
Tsu-Jui Fu
Varun Jampani
Arjun Reddy Akula
P. Narayana
Sugato Basu
William Yang Wang
Xinze Wang
DiffM
409
12
0
18 May 2023
Latent Traversals in Generative Models as Potential Flows
International Conference on Machine Learning (ICML), 2023
Yue Song
Andy Keller
Andrii Zadaianchuk
Max Welling
DRL
335
15
0
25 Apr 2023
Towards Real-time Text-driven Image Manipulation with Unconditional Diffusion Models
Nikita Starodubcev
Dmitry Baranchuk
Valentin Khrulkov
Artem Babenko
DiffM
272
5
0
10 Apr 2023
StyleDiffusion: Prompt-Embedding Inversion for Text-Based Editing
Senmao Li
Joost van de Weijer
Taihang Hu
Fahad Shahbaz Khan
Qibin Hou
Yaxing Wang
Jian Yang
DiffM
396
75
0
28 Mar 2023
Training-free Content Injection using h-space in Diffusion Models
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Jaeseok Jeong
Mingi Kwon
Youngjung Uh
DiffM
276
39
0
27 Mar 2023
Pix2Video: Video Editing using Image Diffusion
IEEE International Conference on Computer Vision (ICCV), 2023
Duygu Ceylan
C. Huang
Niloy J. Mitra
DiffM
VGen
411
339
0
22 Mar 2023
A Word is Worth a Thousand Pictures: Prompts as AI Design Material
Chinmay Kulkarni
Stefania Druga
Minsuk Chang
Alexander J. Fiannaca
Carrie J. Cai
Michael Terry
3DV
140
42
0
22 Mar 2023
Discovering Interpretable Directions in the Semantic Latent Space of Diffusion Models
IEEE International Conference on Automatic Face & Gesture Recognition (FG), 2023
René Haas
Inbar Huberman-Spiegelglas
Rotem Mulayoff
Stella Graßhof
Sami S. Brandt
T. Michaeli
DiffM
300
62
0
20 Mar 2023
Let 2D Diffusion Model Know 3D-Consistency for Robust Text-to-3D Generation
International Conference on Learning Representations (ICLR), 2023
Junyoung Seo
Wooseok Jang
Minseop Kwak
Ines Hyeonsu Kim
Jaehoon Ko
J. Kim
Jin-Hwa Kim
Jiyoung Lee
Seung Wook Kim
DiffM
397
155
0
14 Mar 2023
Text-to-image Diffusion Models in Generative AI: A Survey
Chenshuang Zhang
Chaoning Zhang
Mengchun Zhang
In So Kweon
VLM
312
378
0
14 Mar 2023
Diffusion in the Dark: A Diffusion Model for Low-Light Text Recognition
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Cindy M. Nguyen
E. R. Chan
Alexander W. Bergman
Gordon Wetzstein
DiffM
334
36
0
07 Mar 2023
Restoration-Degradation Beyond Linear Diffusions: A Non-Asymptotic Analysis For DDIM-Type Samplers
International Conference on Machine Learning (ICML), 2023
Sitan Chen
Giannis Daras
A. Dimakis
DiffM
220
81
0
06 Mar 2023
Unsupervised Discovery of Semantic Latent Directions in Diffusion Models
Yong-Hyun Park
Mingi Kwon
Junghyo Jo
Youngjung Uh
DiffM
239
31
0
24 Feb 2023
Boundary Guided Learning-Free Semantic Control with Diffusion Models
Neural Information Processing Systems (NeurIPS), 2023
Ye Zhu
Yuehua Wu
Zhiwei Deng
Olga Russakovsky
Yan Yan
DiffM
322
33
0
16 Feb 2023
MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation
International Conference on Machine Learning (ICML), 2023
Omer Bar-Tal
Lior Yariv
Y. Lipman
Tali Dekel
260
517
1
16 Feb 2023
Concept Algebra for (Score-Based) Text-Controlled Generative Models
Neural Information Processing Systems (NeurIPS), 2023
Zihao Wang
Lin Gui
Jeffrey Negrea
Victor Veitch
CoGe
DiffM
532
59
0
07 Feb 2023
DisDiff: Unsupervised Disentanglement of Diffusion Probabilistic Models
Neural Information Processing Systems (NeurIPS), 2023
Tao Yang
Yuwang Wang
Yan Lv
Nanning Zh
DiffM
481
33
0
31 Jan 2023
SEGA: Instructing Text-to-Image Models using Semantic Guidance
Neural Information Processing Systems (NeurIPS), 2023
Manuel Brack
Felix Friedrich
Dominik Hintersdorf
Lukas Struppek
P. Schramowski
Kristian Kersting
DiffM
VLM
127
0
0
28 Jan 2023
Image Embedding for Denoising Generative Models
Artificial Intelligence Review (Artif Intell Rev), 2022
Andrea Asperti
David Evangelista
Samuele Marro
Fabio Merizzi
DiffM
169
12
0
30 Dec 2022
Unsupervised Representation Learning from Pre-trained Diffusion Probabilistic Models
Neural Information Processing Systems (NeurIPS), 2022
Zijian Zhang
Zhou Zhao
Zhijie Lin
DiffM
325
69
0
26 Dec 2022
Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models
Computer Vision and Pattern Recognition (CVPR), 2022
Qiucheng Wu
Yujian Liu
Handong Zhao
Ajinkya Kale
T. Bui
Tong Yu
Zhe Lin
Yang Zhang
Shiyu Chang
DiffM
CoGe
251
123
0
16 Dec 2022
SINE: SINgle Image Editing with Text-to-Image Diffusion Models
Computer Vision and Pattern Recognition (CVPR), 2022
Zhixing Zhang
Ligong Han
Arna Ghosh
Dimitris N. Metaxas
Jian Ren
DiffM
452
180
0
08 Dec 2022
Fine-grained Image Editing by Pixel-wise Guidance Using Diffusion Models
Naoki Matsunaga
Masato Ishii
Akio Hayakawa
Kenji Suzuki
T. Narihira
DiffM
434
16
0
05 Dec 2022
SpaText: Spatio-Textual Representation for Controllable Image Generation
Computer Vision and Pattern Recognition (CVPR), 2022
Omri Avrahami
Thomas Hayes
Oran Gafni
Sonal Gupta
Yaniv Taigman
Devi Parikh
Dani Lischinski
Ohad Fried
Xiaoyue Yin
DiffM
278
247
0
25 Nov 2022
Disentangled Representation Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Xin Eric Wang
Hong Chen
Siao Tang
Zihao Wu
Wenwu Zhu
DRL
548
153
0
21 Nov 2022
A Survey on Deep Generative 3D-aware Image Synthesis
ACM Computing Surveys (ACM CSUR), 2022
Weihao Xia
Jing-Hao Xue
3DV
405
27
0
25 Oct 2022
Vision+X: A Survey on Multimodal Learning in the Light of Data
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Ye Zhu
Yuehua Wu
Andrii Zadaianchuk
Yan Yan
354
38
0
05 Oct 2022
One-shot Ultra-high-Resolution Generative Adversarial Network That Synthesizes 16K Images On A Single GPU
Image and Vision Computing (IVC), 2022
Junseok Oh
Donghwee Yoon
Injung Kim
344
2
0
28 Feb 2022
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