Create Your World: Lifelong Text-to-Image Diffusion

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023

8 September 2023

Gan Sun

Wenqi Liang

Jiahua Dong

Jun Li

Zhengming Ding

Papers citing "Create Your World: Lifelong Text-to-Image Diffusion"

25 / 25 papers shown

Title
PixelVLA: Advancing Pixel-level Understanding in Vision-Language-Action Model Wenqi Liang Gan Sun Yao He Jiahua Dong Suyan Dai Ivan Laptev Salman Khan Yang Cong LM&Ro 3DV VLM 50 0 0 03 Nov 2025
ConceptSplit: Decoupled Multi-Concept Personalization of Diffusion Models via Token-wise Adaptation and Attention Disentanglement Habin Lim Yeongseob Won Juwon Seo Gyeong-Moon Park 96 0 0 06 Oct 2025
Continual Personalization for Diffusion Models Yu-Chien Liao Jr-Jen Chen Chi-Pin Huang Ci-Siang Lin Meng-Lin Wu Yu-Chun Wang DiffM 42 0 0 02 Oct 2025
Erasing Concepts, Steering Generations: A Comprehensive Survey of Concept Suppression Yiwei Xie Ping Liu Zheng Zhang 291 1 0 26 May 2025
CCD: Continual Consistency Diffusion for Lifelong Generative Modeling Jingren Liu Shuning Xu Yun Wang Zhong Ji Xiangyu Chen DiffM 187 1 0 17 May 2025
ConceptGuard: Continual Personalized Text-to-Image Generation with Forgetting and Confusion MitigationComputer Vision and Pattern Recognition (CVPR), 2025 Zirun Guo Tao Jin DiffM 119 5 0 13 Mar 2025
CE-SDWV: Effective and Efficient Concept Erasure for Text-to-Image Diffusion Models via a Semantic-Driven Word Vocabulary Jiahang Tu Qian Feng Jiahua Dong Jiahua Dong Hanbin Zhao Chao Zhang Hui Qian DiffM 245 4 0 26 Jan 2025
GLAM: Global-Local Variation Awareness in Mamba-based World ModelAAAI Conference on Artificial Intelligence (AAAI), 2025 Qian He Wenqi Liang Chunhui Hao Gan Sun Jiandong Tian 173 1 0 21 Jan 2025
Novel Object Synthesis via Adaptive Text-Image HarmonyNeural Information Processing Systems (NeurIPS), 2024 Zeren Xiong Zedong Zhang Zikun Chen Shuo Chen Xianrui Li Gan Sun Zhiqiang Wang Jun Li DiffM 171 10 0 28 Oct 2024
How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization?Neural Information Processing Systems (NeurIPS), 2024 Jiahua Dong Wenqi Liang Hongliu Li Duzhen Zhang Meng Cao Henghui Ding Salman Khan Fahad Shahbaz Khan DiffM 149 22 0 23 Oct 2024
Assessing Open-world Forgetting in Generative Image Model Customization Héctor Laria Alex Gomez-Villa Imad Eddine Marouf Bogdan Raducanu Bogdan Raducanu VLM DiffM 184 0 0 18 Oct 2024
FiTv2: Scalable and Improved Flexible Vision Transformer for Diffusion Model ZiDong Wang Zeyu Lu Di Huang Cai Zhou Wanli Ouyang and Lei Bai 205 9 0 17 Oct 2024
Multi-modal Generative AI: Multi-modal LLMs, Diffusions and the Unification X. Wang Yuwei Zhou Bin Huang Hong Chen Wenwu Zhu DiffM 277 1 0 23 Sep 2024
Anim-Director: A Large Multimodal Model Powered Agent for Controllable Animation Video GenerationACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2024 Yunxin Li Haoyuan Shi Baotian Hu Longyue Wang Jiashun Zhu Jinyi Xu Zhen Zhao Min Zhang VGen 171 22 0 19 Aug 2024
DreamStory: Open-Domain Story Visualization by LLM-Guided Multi-Subject Consistent Diffusion Huiguo He Huan Yang Zixi Tuo Yuan Zhou Qiuyue Wang Yuhang Zhang Zeyu Liu Wenhao Huang Hongyang Chao Jian Yin VGen DiffM 319 24 0 17 Jul 2024
CLoG: Benchmarking Continual Learning of Image Generation Models Haotian Zhang Junting Zhou Haowei Lin Hang Ye Jianhua Zhu Zihao Wang Liangcai Gao Yizhou Wang Yitao Liang DiffM VLM 120 4 0 07 Jun 2024
MetaEarth: A Generative Foundation Model for Global-Scale Remote Sensing Image Generation Zhiping Yu Chenyang Liu Liqin Liu Z. Shi Zhengxia Zou VGen 148 35 0 22 May 2024
RATLIP: Generative Adversarial CLIP Text-to-Image Synthesis Based on Recurrent Affine Transformations Chengde Lin Xijun Lu Guangxi Chen 102 1 0 13 May 2024
MuseumMaker: Continual Style Customization without Catastrophic Forgetting Chenxi Liu Gan Sun Wenqi Liang Jiahua Dong Can Qin Yang Cong DiffM 195 5 0 25 Apr 2024
In-Context Translation: Towards Unifying Image Recognition, Processing, and Generation Han Xue Qianru Sun Li Song Wenjun Zhang Zhiwu Huang MLLM 101 0 0 15 Apr 2024
MagicTime: Time-lapse Video Generation Models as Metamorphic Simulators Shenghai Yuan Jinfa Huang Yujun Shi Yongqi Xu Ruijie Zhu Bin Lin Xinhua Cheng Li-xin Yuan Jiebo Luo VGen 295 54 0 07 Apr 2024
Controllable Generation with Text-to-Image Diffusion Models: A Survey Pu Cao Feng Zhou Qing-Huang Song Lu Yang 198 63 0 07 Mar 2024
Never-Ending Behavior-Cloning Agent for Robotic Manipulation Wenqi Liang Gan Sun Qian He Yu Ren Jiahua Dong Yang Cong LM&Ro 140 5 0 01 Mar 2024
X-Dreamer: Creating High-quality 3D Content by Bridging the Domain Gap Between Text-to-2D and Text-to-3D Generation Yiwei Ma Yijun Fan Jiayi Ji Haowei Wang Xiaoshuai Sun Guannan Jiang Annan Shu Rongrong Ji 174 8 0 30 Nov 2023
Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You NeedInternational Journal of Computer Vision (IJCV), 2023 Da-Wei Zhou Han-Jia Ye De-Chuan Zhan Ziwei Liu CLL 162 153 0 13 Mar 2023