MuseumMaker: Continual Style Customization without Catastrophic Forgetting

25 April 2024

Papers citing "MuseumMaker: Continual Style Customization without Catastrophic Forgetting"

50 / 54 papers shown

Title
Create Your World: Lifelong Text-to-Image Diffusion Gan Sun Wenqi Liang Jiahua Dong Jun Li Zhengming Ding Yang Cong DiffM VLM 55 30 0 08 Sep 2023
Phasic Content Fusing Diffusion Model with Directional Distribution Consistency for Few-Shot Model Adaption Teng Hu Jiangning Zhang Lu Liu Ran Yi Siqi Kou Haokun Zhu Xu Chen Yabiao Wang Chengjie Wang Lizhuang Ma DiffM 95 11 0 07 Sep 2023
StyleDiffusion: Controllable Disentangled Style Transfer via Diffusion Models Zhizhong Wang Lei Zhao Wei Xing DiffM 54 132 0 15 Aug 2023
Heterogeneous Forgetting Compensation for Class-Incremental Learning Jiahua Dong Wenqi Liang Yang Cong Gan Sun CLL 83 20 0 07 Aug 2023
Self-paced Weight Consolidation for Continual Learning Wei Cong Yang Cong Gan Sun Yuyang Liu Jiahua Dong CLL 49 15 0 20 Jul 2023
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis Dustin Podell Zion English Kyle Lacey A. Blattmann Tim Dockhorn Jonas Muller Joe Penna Robin Rombach 207 2,356 0 04 Jul 2023
Mix-of-Show: Decentralized Low-Rank Adaptation for Multi-Concept Customization of Diffusion Models Yuchao Gu Xintao Wang Jay Zhangjie Wu Yujun Shi Yunpeng Chen ... Shuning Chang Wei Wu Yixiao Ge Ying Shan Mike Zheng Shou DiffM 91 174 0 29 May 2023
UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild Can Qin Shu Zhen Zhang Ning Yu Yihao Feng Xinyi Yang ... Caiming Xiong Silvio Savarese Stefano Ermon Yun Fu Ran Xu 73 135 0 18 May 2023
Continual Diffusion: Continual Customization of Text-to-Image Diffusion with C-LoRA James Smith Yen-Chang Hsu Lingyu Zhang Ting Hua Z. Kira Yilin Shen Hongxia Jin DiffM 171 101 0 12 Apr 2023
Generative Diffusion Prior for Unified Image Restoration and Enhancement Ben Fei Zhaoyang Lyu Liang Pan Junzhe Zhang Weidong Yang Tian-jian Luo Bo Zhang Bo Dai DiffM 63 188 0 03 Apr 2023
Implicit Diffusion Models for Continuous Super-Resolution Sicheng Gao Xuhui Liu Bo-Wen Zeng Sheng Xu Yanjing Li Xiaonan Luo Jianzhuang Liu Xiantong Zhen Baochang Zhang DiffM 90 228 0 29 Mar 2023
P+: Extended Textual Conditioning in Text-to-Image Generation A. Voynov Qinghao Chu Daniel Cohen-Or Kfir Aberman VLM DiffM 90 185 0 16 Mar 2023
DiffIR: Efficient Diffusion Model for Image Restoration Bin Xia Yulun Zhang Shiyin Wang Yitong Wang Xing Wu Yapeng Tian Wenming Yang Luc Van Gool DiffM 52 218 0 16 Mar 2023
InOR-Net: Incremental 3D Object Recognition Network for Point Cloud Representation Jiahua Dong Yang Cong Gan Sun Lixu Wang Lingjuan Lyu Jun Li E. Konukoglu CLL 3DPC 53 15 0 20 Feb 2023
No One Left Behind: Real-World Federated Class-Incremental Learning Jiahua Dong Hongliu Li Yang Cong Gan Sun Yulun Zhang Dengxin Dai FedML CLL 64 43 0 02 Feb 2023
Simple diffusion: End-to-end diffusion for high resolution images Emiel Hoogeboom Jonathan Heek Tim Salimans 82 261 0 26 Jan 2023
SpaText: Spatio-Textual Representation for Controllable Image Generation Omri Avrahami Thomas Hayes Oran Gafni Sonal Gupta Yaniv Taigman Devi Parikh Dani Lischinski Ohad Fried Xiaoyue Yin DiffM 68 208 0 25 Nov 2022
Sketch-Guided Text-to-Image Diffusion Models A. Voynov Kfir Aberman Daniel Cohen-Or DiffM 78 209 0 24 Nov 2022
Inversion-Based Style Transfer with Diffusion Models Yuxin Zhang Nisha Huang Fan Tang Haibin Huang Chongyang Ma Weiming Dong Changsheng Xu DiffM 50 265 0 23 Nov 2022
eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers Yogesh Balaji Seungjun Nah Xun Huang Arash Vahdat Jiaming Song ... Timo Aila S. Laine Bryan Catanzaro Tero Karras Xuan Li VLM MoE 154 826 0 02 Nov 2022
UPainting: Unified Text-to-Image Diffusion Generation with Cross-modal Guidance Wei Li Xue Xu Xinyan Xiao Jiacheng Liu Hu Yang ... Zhanpeng Wang Zhifan Feng Qiaoqiao She Yajuan Lyu Hua Wu 154 30 0 28 Oct 2022
Re-Imagen: Retrieval-Augmented Text-to-Image Generator Wenhu Chen Hexiang Hu Chitwan Saharia William W. Cohen VLM 154 173 0 29 Sep 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 266 2,851 0 25 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 136 1,874 0 02 Aug 2022
Text-Guided Synthesis of Artistic Images with Retrieval-Augmented Diffusion Models Robin Rombach A. Blattmann Bjorn Ommer DiffM 52 71 0 26 Jul 2022
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding Chitwan Saharia William Chan Saurabh Saxena Lala Li Jay Whang ... Raphael Gontijo-Lopes Tim Salimans Jonathan Ho David J Fleet Mohammad Norouzi VLM 392 6,006 0 23 May 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 370 6,854 0 13 Apr 2022
Class-Incremental Learning with Strong Pre-trained Models Tz-Ying Wu Gurumurthy Swaminathan Zhizhong Li Avinash Ravichandran Nuno Vasconcelos Rahul Bhotika Stefano Soatto CLL 103 67 0 07 Apr 2022
KNN-Diffusion: Image Generation via Large-Scale Retrieval Shelly Sheynin Oron Ashual Adam Polyak Uriel Singer Oran Gafni Eliya Nachmani Yaniv Taigman VLM SyDa DiffM 51 120 0 06 Apr 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 398 15,486 0 20 Dec 2021
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models Alex Nichol Prafulla Dhariwal Aditya A. Ramesh Pranav Shyam Pamela Mishkin Bob McGrew Ilya Sutskever Mark Chen 323 3,594 0 20 Dec 2021
An Empirical Investigation of the Role of Pre-training in Lifelong Learning Sanket Vaibhav Mehta Darshan Patil Sarath Chandar Emma Strubell CLL 95 144 0 16 Dec 2021
Vector Quantized Diffusion Model for Text-to-Image Synthesis Shuyang Gu Dong Chen Jianmin Bao Fang Wen Bo Zhang Dongdong Chen Lu Yuan B. Guo DiffM 125 791 0 29 Nov 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 393 10,301 0 17 Jun 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 871 29,341 0 26 Feb 2021
Taming Transformers for High-Resolution Image Synthesis Patrick Esser Robin Rombach Bjorn Ommer ViT 119 2,947 0 17 Dec 2020
Continual Learning in Low-rank Orthogonal Subspaces Arslan Chaudhry Naeemullah Khan P. Dokania Philip Torr CLL 51 121 0 22 Oct 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 569 18,008 0 19 Jun 2020
Dark Experience for General Continual Learning: a Strong, Simple Baseline Pietro Buzzega Matteo Boschini Angelo Porrello Davide Abati Simone Calderara BDL CLL 78 911 0 15 Apr 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 385 10,591 0 17 Feb 2020
Compacting, Picking and Growing for Unforgetting Continual Learning Steven C. Y. Hung Cheng-Hao Tu Cheng-En Wu Chien-Hung Chen Yi-Ming Chan Chu-Song Chen CLL 54 309 0 15 Oct 2019
Meta-Learning Representations for Continual Learning Khurram Javed Martha White KELM CLL 80 319 0 29 May 2019
Representative Task Self-selection for Flexible Clustered Lifelong Learning Gan Sun Yang Cong Qianqian Wang Bineng Zhong Y. Fu CLL 50 55 0 06 Mar 2019
On Tiny Episodic Memories in Continual Learning Arslan Chaudhry Marcus Rohrbach Mohamed Elhoseiny Thalaiyasingam Ajanthan P. Dokania Philip Torr MarcÁurelio Ranzato CLL 88 399 0 27 Feb 2019
Learning to Learn without Forgetting by Maximizing Transfer and Minimizing Interference Matthew D Riemer Ignacio Cases R. Ajemian Miao Liu Irina Rish Y. Tu Gerald Tesauro CLL 74 783 0 29 Oct 2018
Riemannian Walk for Incremental Learning: Understanding Forgetting and Intransigence Arslan Chaudhry P. Dokania Thalaiyasingam Ajanthan Philip Torr CLL 97 1,139 0 30 Jan 2018
Overcoming catastrophic forgetting with hard attention to the task Joan Serrà Dídac Surís M. Miron Alexandros Karatzoglou CLL 101 1,075 0 04 Jan 2018
Memory Aware Synapses: Learning what (not) to forget Rahaf Aljundi F. Babiloni Mohamed Elhoseiny Marcus Rohrbach Tinne Tuytelaars KELM CLL 83 1,632 0 27 Nov 2017
PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning Arun Mallya Svetlana Lazebnik CLL 105 1,298 0 15 Nov 2017
Lifelong Learning with Dynamically Expandable Networks Jaehong Yoon Eunho Yang Jeongtae Lee Sung Ju Hwang CLL 119 1,222 0 04 Aug 2017