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2012.02780
Cited By
Few-shot Image Generation with Elastic Weight Consolidation
Neural Information Processing Systems (NeurIPS), 2020
4 December 2020
Yijun Li
Richard Y. Zhang
Jingwan Lu
Eli Shechtman
3DH
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Papers citing
"Few-shot Image Generation with Elastic Weight Consolidation"
50 / 117 papers shown
CoLoR-GAN: Continual Few-Shot Learning with Low-Rank Adaptation in Generative Adversarial Networks
Munsif Ali
L. Rossi
Massimo Bertozzi
CLL
GAN
303
1
0
13 Oct 2025
In-Context Learning can Perform Continual Learning Like Humans
Liuwang Kang
Fan Wang
Shaoshan Liu
Hung-Chyun Chou
Chuan Lin
Ning Ding
CLL
KELM
151
0
0
26 Sep 2025
Voost: A Unified and Scalable Diffusion Transformer for Bidirectional Virtual Try-On and Try-Off
Seungyong Lee
Jeong-gi Kwak
DiffM
337
4
0
06 Aug 2025
Continual Learning-Based Unified Model for Unpaired Image Restoration Tasks
Kotha Kartheek
Lingamaneni Gnanesh Chowdary
Snehasis Mukherjee
CLL
177
0
0
25 Jul 2025
Large-Scale Training Data Attribution for Music Generative Models via Unlearning
Woosung Choi
Junghyun Koo
K. Cheuk
Joan Serrà
Marco A. Martínez-Ramírez
Yukara Ikemiya
Naoki Murata
Yuhta Takida
Wei-Hsiang Liao
Yuki Mitsufuji
DiffM
MU
241
3
0
23 Jun 2025
AIR: Zero-shot Generative Model Adaptation with Iterative Refinement
Guimeng Liu
Milad Abdollahzadeh
Ngai-Man Cheung
VLM
392
0
0
12 Jun 2025
Fine-Tuning Visual Autoregressive Models for Subject-Driven Generation
Jiwoo Chung
Sangeek Hyun
Hyunjun Kim
Eunseo Koh
MinKyu Lee
Jae-Pil Heo
363
11
0
03 Apr 2025
Data Attribution for Text-to-Image Models by Unlearning Synthesized Images
Neural Information Processing Systems (NeurIPS), 2024
Sheng-Yu Wang
Aaron Hertzmann
Alexei A. Efros
Jun-Yan Zhu
Richard Zhang
TDI
486
21
0
21 Feb 2025
GCA-3D: Towards Generalized and Consistent Domain Adaptation of 3D Generators
Hengjia Li
Yang Liu
Yibo Zhao
Haoran Cheng
Yang Yang
...
Qibo Qiu
Boxi Wu
Tu Zheng
Zheng Yang
Xiaofei He
325
5
0
20 Dec 2024
DomainGallery: Few-shot Domain-driven Image Generation by Attribute-centric Finetuning
Neural Information Processing Systems (NeurIPS), 2024
Yuxuan Duan
Y. Hong
Bo Zhang
Jun Lan
Huijia Zhu
Weiqiang Wang
Jianfu Zhang
Li Niu
Guang Dai
DiffM
261
2
0
07 Nov 2024
On The Relationship between Visual Anomaly-free and Anomalous Representations
Riya Sadrani
Hrishikesh Sharma
Ayush Bachan
310
0
0
09 Oct 2024
Rejection Sampling IMLE: Designing Priors for Better Few-Shot Image Synthesis
European Conference on Computer Vision (ECCV), 2024
Chirag Vashist
Shichong Peng
Ke Li
DiffM
359
7
0
26 Sep 2024
TextBoost: Towards One-Shot Personalization of Text-to-Image Models via Fine-tuning Text Encoder
NaHyeon Park
Kunhee Kim
Hyunjung Shim
DiffM
271
7
1
12 Sep 2024
An Efficient and Explainable Transformer-Based Few-Shot Learning for Modeling Electricity Consumption Profiles Across Thousands of Domains
Weijie Xia
Gao Peng
Chenguang Wang
Peter Palensky
Eric Pauwels
Pedro P. Vergara
334
2
0
15 Aug 2024
ZePo: Zero-Shot Portrait Stylization with Faster Sampling
ACM Multimedia (MM), 2024
Jin Liu
Huaibo Huang
Jie Cao
Ran He
DiffM
294
8
0
10 Aug 2024
Model Inversion Attacks Through Target-Specific Conditional Diffusion Models
Ouxiang Li
Yanbin Hao
Zhicai Wang
Bin Zhu
Shuo Wang
Zaixi Zhang
Fuli Feng
DiffM
186
9
0
16 Jul 2024
Few-Shot Image Generation by Conditional Relaxing Diffusion Inversion
Yu Cao
Shaogang Gong
DiffM
301
11
0
09 Jul 2024
Transfer Learning for Diffusion Models
Yidong Ouyang
Liyan Xie
Hongyuan Zha
Guang Cheng
DiffM
365
11
0
27 May 2024
Semantica: An Adaptable Image-Conditioned Diffusion Model
Manoj Kumar
N. Houlsby
Emiel Hoogeboom
DiffM
VLM
440
0
0
23 May 2024
Model Inversion Robustness: Can Transfer Learning Help?
Computer Vision and Pattern Recognition (CVPR), 2024
Sy-Tuyen Ho
Koh Jun Hao
Keshigeyan Chandrasegaran
Ngoc-Bao Nguyen
Ngai-Man Cheung
203
13
0
09 May 2024
A Survey on Large Language Models from Concept to Implementation
Chen Wang
Jin Zhao
Jiaqi Gong
LLMAG
LM&MA
448
8
0
27 Mar 2024
LeGO: Leveraging a Surface Deformation Network for Animatable Stylized Face Generation with One Example
Computer Vision and Pattern Recognition (CVPR), 2024
Soyeon Yoon
Kwan Yun
Kwanggyoon Seo
Sihun Cha
Jung Eun Yoo
Junyong Noh
3DH
261
4
0
22 Mar 2024
Stylized Face Sketch Extraction via Generative Prior with Limited Data
Kwan Yun
Kwanggyoon Seo
Chang Wook Seo
Soyeon Yoon
Seongcheol Kim
Soohyun Ji
Amirsaman Ashtari
Junyong Noh
CVBM
273
10
0
17 Mar 2024
DiffuseKronA: A Parameter Efficient Fine-tuning Method for Personalized Diffusion Models
Shyam Marjit
Harshit Singh
Nityanand Mathur
Sayak Paul
Chia-Mu Yu
Pin-Yu Chen
DiffM
343
13
0
27 Feb 2024
Textual Localization: Decomposing Multi-concept Images for Subject-Driven Text-to-Image Generation
Junjie Shentu
Matthew Watson
Noura Al Moubayed
207
1
0
15 Feb 2024
UniHDA: A Unified and Versatile Framework for Multi-Modal Hybrid Domain Adaptation
Hengjia Li
Yang Liu
Yuqi Lin
Zhanwei Zhang
Yibo Zhao
...
Tu Zheng
Zheng Yang
Yuchun Jiang
Boxi Wu
Deng Cai
DiffM
348
0
0
23 Jan 2024
Few-shot Image Generation via Information Transfer from the Built Geodesic Surface
Pattern Recognition (Pattern Recogn.), 2024
Yuexing Han
Liheng Ruan
Bing Wang
319
3
0
03 Jan 2024
AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model
AAAI Conference on Artificial Intelligence (AAAI), 2023
Teng Hu
Jiangning Zhang
Ran Yi
Yuzhen Du
Xu Chen
Liang Liu
Yabiao Wang
Chengjie Wang
396
156
0
10 Dec 2023
DreamVideo: Composing Your Dream Videos with Customized Subject and Motion
Yujie Wei
Shiwei Zhang
Zhiwu Qing
Hangjie Yuan
Zhiheng Liu
Yu Liu
Yingya Zhang
Jingren Zhou
Hongming Shan
DiffM
VGen
293
171
0
07 Dec 2023
A Low-Overhead Incorporation-Extrapolation based Few-Shot CSI Feedback Framework for Massive MIMO Systems
Binggui Zhou
Xi Yang
Jintao Wang
Shaodan Ma
Feifei Gao
Guanghua Yang
291
7
0
07 Dec 2023
Portrait Diffusion: Training-free Face Stylization with Chain-of-Painting
Jin Liu
Huaibo Huang
Chao Jin
Xiao-Yu Zhang
DiffM
330
14
0
03 Dec 2023
Peer is Your Pillar: A Data-unbalanced Conditional GANs for Few-shot Image Generation
Wandi Qiao
Chaoyue Wang
Xue Rui
Chao Xue
Jiaxu Leng
Bin Li
GAN
VLM
326
10
0
14 Nov 2023
Few-shot Hybrid Domain Adaptation of Image Generators
Hengjia Li
Yang Liu
Linxuan Xia
Yuqi Lin
Tu Zheng
Zheng Yang
Wenxiao Wang
Xiaohui Zhong
Xiaobo Ren
Xiaofei He
339
3
0
30 Oct 2023
Adapt then Unlearn: Exploring Parameter Space Semantics for Unlearning in Generative Adversarial Networks
Piyush Tiwary
Atri Guha
Subhodip Panda
Prathosh A.P.
MU
GAN
515
12
0
25 Sep 2023
Phasic Content Fusing Diffusion Model with Directional Distribution Consistency for Few-Shot Model Adaption
IEEE International Conference on Computer Vision (ICCV), 2023
Teng Hu
Jiangning Zhang
Lu Liu
Ran Yi
Siqi Kou
Haokun Zhu
Xu Chen
Yabiao Wang
Chengjie Wang
Lizhuang Ma
DiffM
218
21
0
07 Sep 2023
Scenimefy: Learning to Craft Anime Scene via Semi-Supervised Image-to-Image Translation
IEEE International Conference on Computer Vision (ICCV), 2023
Yu Jiang
Liming Jiang
Shuai Yang
Chen Change Loy
318
25
0
24 Aug 2023
Efficient Transfer Learning in Diffusion Models via Adversarial Noise
Xiyu Wang
Xiaoyuan Zhang
Daochang Liu
Chang Xu
DiffM
250
3
0
23 Aug 2023
LFS-GAN: Lifelong Few-Shot Image Generation
IEEE International Conference on Computer Vision (ICCV), 2023
Juwon Seo
Jingwen Kang
Gyeong-Moon Park
CLL
464
21
0
23 Aug 2023
Improving Diversity in Zero-Shot GAN Adaptation with Semantic Variations
IEEE International Conference on Computer Vision (ICCV), 2023
Seogkyu Jeon
Bei Liu
Pilhyeon Lee
Kibeom Hong
Jianlong Fu
H. Byun
361
3
0
21 Aug 2023
Smoothness Similarity Regularization for Few-Shot GAN Adaptation
IEEE International Conference on Computer Vision (ICCV), 2023
V. Sushko
Ruyu Wang
Juergen Gall
234
3
0
18 Aug 2023
Image Synthesis under Limited Data: A Survey and Taxonomy
International Journal of Computer Vision (IJCV), 2023
Mengping Yang
Zhe Wang
270
18
0
31 Jul 2023
Trajectory-aware Principal Manifold Framework for Data Augmentation and Image Generation
E. Cui
Bingbin Li
Yanan Li
Weng Kee Wong
Donghui Wang
MedIm
177
1
0
30 Jul 2023
A Survey on Generative Modeling with Limited Data, Few Shots, and Zero Shot
Milad Abdollahzadeh
Touba Malekzadeh
Christopher T. H. Teo
Keshigeyan Chandrasegaran
Guimeng Liu
Ngai-Man Cheung
MedIm
VLM
368
29
0
26 Jul 2023
AdAM: Few-Shot Image Generation via Adaptation-Aware Kernel Modulation
Yunqing Zhao
Keshigeyan Chandrasegaran
Abdollahzadeh Milad
Chao Du
Tianyu Pang
Ruoteng Li
Henghui Ding
Ngai-Man Cheung
551
1
0
04 Jul 2023
DomainStudio: Fine-Tuning Diffusion Models for Domain-Driven Image Generation using Limited Data
International Journal of Computer Vision (IJCV), 2023
Jin Zhu
Huimin Ma
Jiansheng Chen
Jian Yuan
DiffM
556
20
0
25 Jun 2023
Multi-Modal Face Stylization with a Generative Prior
Mengtian Li
Yi Dong
Minxuan Lin
Haibin Huang
Pengfei Wan
Chongyang Ma
CVBM
383
5
0
29 May 2023
Few-shot 3D Shape Generation
Jin Zhu
Huimin Ma
Jiansheng Chen
Jian Yuan
DiffM
304
2
0
19 May 2023
Spider GAN: Leveraging Friendly Neighbors to Accelerate GAN Training
Computer Vision and Pattern Recognition (CVPR), 2023
Aadithya Srikanth
C. Seelamantula
GAN
478
5
0
12 May 2023
WeditGAN: Few-Shot Image Generation via Latent Space Relocation
AAAI Conference on Artificial Intelligence (AAAI), 2023
Yuxuan Duan
Li Niu
Y. Hong
Liqing Zhang
511
23
0
11 May 2023
Semantic-aware Generation of Multi-view Portrait Drawings
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Kang-Wook Kim
Fei Gao
Junhyeok Lee
N. Wang
Gang Xu
3DH
161
0
0
04 May 2023
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