Research graph
References from Crafting Your Evolving Dreams: Concept-Incremental Versatile Customization. Local targets link to admitted publications; unresolved targets remain external evidence.
10.1109/iccv.2019.00067
10.1109/iccv.2019.00067 · External reference
Stable video diffusion: Scaling latent video diffusion models to large datasets
2023 · External reference
10.1109/cvpr52729.2023.02161
10.1109/cvpr52729.2023.02161 · External reference
10.1145/3592116
10.1145/3592116 · External reference
10.1145/3664647.3680637
10.1145/3664647.3680637 · External reference
10.1109/cvpr52733.2024.00630
10.1109/cvpr52733.2024.00630 · External reference
10.1609/aaai.v39i3.32259
10.1609/aaai.v39i3.32259 · External reference
10.1007/978-3-031-72630-9_25
10.1007/978-3-031-72630-9_25 · External reference
10.1109/tpami.2023.3334213
10.1109/tpami.2023.3334213 · External reference
10.52202/079017-4132
10.52202/079017-4132 · External reference
10.1109/cvpr52688.2022.00992
10.1109/cvpr52688.2022.00992 · External reference
10.1109/cvpr52688.2022.00907
10.1109/cvpr52688.2022.00907 · External reference
Scaling rectified flow transformers for high-resolution image synthesis
2024 · External reference
An image is worth one word: Personalizing text-to-image generation using textual inversion
2023 · External reference
10.1109/tit.2018.2800768
10.1109/tit.2018.2800768 · External reference
10.1109/cvpr52688.2022.01043
10.1109/cvpr52688.2022.01043 · External reference
10.52202/075280-0699
10.52202/075280-0699 · External reference
10.1109/cvpr52734.2025.00280
10.1109/cvpr52734.2025.00280 · External reference
10.1109/iccv51070.2023.00673
10.1109/iccv51070.2023.00673 · External reference
CameraCtrl: Enabling camera control for video diffusion models
2025 · External reference
10.1109/cvpr52734.2025.00245
10.1109/cvpr52734.2025.00245 · External reference
Classifier-free diffusion guidance
2021 · External reference
LoRA: Low-rank adaptation of large language models
2022 · External reference
10.1109/cvpr52734.2025.02204
10.1109/cvpr52734.2025.02204 · External reference
StoryAgent: Customized storytelling video generation via multi-agent collaboration
2024 · External reference
10.1109/cvpr52734.2025.01640
10.1109/cvpr52734.2025.01640 · External reference
10.1007/s11263-024-02334-x
10.1007/s11263-024-02334-x · External reference
10.52202/068431-1926
10.52202/068431-1926 · External reference
10.1073/pnas.1611835114
10.1073/pnas.1611835114 · External reference
10.1109/cvpr52729.2023.00192
10.1109/cvpr52729.2023.00192 · External reference
Flux
2024 · External reference
Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation
2022 · External reference
10.1007/978-3-031-73116-7_14
10.1007/978-3-031-73116-7_14 · External reference
10.1145/3664647.3680718
10.1145/3664647.3680718 · External reference
10.1109/cvpr52729.2023.02156
10.1109/cvpr52729.2023.02156 · External reference
10.1109/tpami.2017.2773081
10.1109/tpami.2017.2773081 · External reference
10.1109/cvpr52729.2023.00037
10.1109/cvpr52729.2023.00037 · External reference
10.1109/tip.2025.3553024
10.1109/tip.2025.3553024 · External reference
10.1007/978-3-031-72907-2_23
10.1007/978-3-031-72907-2_23 · External reference
Dora: Weight-decomposed low-rank adaptation
2024 · External reference
C-CLIP: Multimodal continual learning for vision-language model
2025 · External reference
10.52202/075280-2508
10.52202/075280-2508 · External reference
10.1109/cvpr52733.2024.00614
10.1109/cvpr52733.2024.00614 · External reference
10.1109/cvpr52734.2025.01031
10.1109/cvpr52734.2025.01031 · External reference
Representational continuity for unsupervised continual learning
2022 · External reference
10.1109/cvpr52734.2025.00069
10.1109/cvpr52734.2025.00069 · External reference
10.1609/aaai.v38i5.28226
10.1609/aaai.v38i5.28226 · External reference
10.1109/cvpr52733.2024.00774
10.1109/cvpr52733.2024.00774 · External reference
10.1109/cvpr52734.2025.01242
10.1109/cvpr52734.2025.01242 · External reference
SDXL: Improving latent diffusion models for high-resolution image synthesis
2024 · External reference
Dreamfusion: Text-to-3D using 2D diffusion
2023 · External reference
10.1109/cvpr52734.2025.01726
10.1109/cvpr52734.2025.01726 · External reference
10.1109/iccv51070.2023.00223
10.1109/iccv51070.2023.00223 · External reference
Hierarchical text-conditional image generation with clip latents
2022 · External reference
10.1109/cvpr52688.2022.01042
10.1109/cvpr52688.2022.01042 · External reference
10.1109/cvpr52729.2023.02155
10.1109/cvpr52729.2023.02155 · External reference
10.1109/cvpr52733.2024.00624
10.1109/cvpr52733.2024.00624 · External reference
10.52202/068431-2643
10.52202/068431-2643 · External reference
10.1145/3680528.3687625
10.1145/3680528.3687625 · External reference
Continual diffusion: Continual customization of text-to-image diffusion with c-LoRA
2024 · External reference
10.24963/ijcai.2025/208
10.24963/ijcai.2025/208 · External reference
10.1109/tpami.2024.3382753
10.1109/tpami.2024.3382753 · External reference
10.1007/978-3-031-73235-5_1
10.1007/978-3-031-73235-5_1 · External reference
10.1109/cvpr52734.2025.01403
10.1109/cvpr52734.2025.01403 · External reference
10.1109/iccv51070.2023.00202
10.1109/iccv51070.2023.00202 · External reference
10.1109/iccv51701.2025.01538
10.1109/iccv51701.2025.01538 · External reference
MS-Diffusion: Multi-subject zero-shot image personalization with layout guidance
2025 · External reference
10.1007/s11263-024-02295-1
10.1007/s11263-024-02295-1 · External reference
10.1609/aaai.v39i8.32868
10.1609/aaai.v39i8.32868 · External reference
10.1007/978-3-031-19809-0_36
10.1007/978-3-031-19809-0_36 · External reference
10.1109/cvpr52733.2024.00625
10.1109/cvpr52733.2024.00625 · External reference
10.1109/cvpr52734.2025.02015
10.1109/cvpr52734.2025.02015 · External reference
10.1109/cvpr52734.2025.00268
10.1109/cvpr52734.2025.00268 · External reference
10.1609/aaai.v39i8.32904
10.1609/aaai.v39i8.32904 · External reference
10.52202/079017-1082
10.52202/079017-1082 · External reference
10.1109/cvpr52734.2025.01689
10.1109/cvpr52734.2025.01689 · External reference
10.1609/aaai.v39i8.32914
10.1609/aaai.v39i8.32914 · External reference
Mixture of LoRA experts
2024 · External reference
Sana: Efficient high-resolution image synthesis with linear diffusion transformer
2024 · External reference
10.1145/3664647.3681391
10.1145/3664647.3681391 · External reference
10.1109/tpami.2025.3587105
10.1109/tpami.2025.3587105 · External reference
10.1109/tip.2025.3633153
10.1109/tip.2025.3633153 · External reference
10.1109/cvpr52734.2025.00272
10.1109/cvpr52734.2025.00272 · External reference
CogVideoX: Text-to-video diffusion models with an expert transformer
2024 · External reference
10.1109/cvpr52734.2025.00251
10.1109/cvpr52734.2025.00251 · External reference
Lifelong learning with dynamically expandable networks
2018 · External reference
10.1109/cvpr52733.2024.00648
10.1109/cvpr52733.2024.00648 · External reference
10.1109/iccv51070.2023.00355
10.1109/iccv51070.2023.00355 · External reference
10.1109/cvpr52729.2023.00978
10.1109/cvpr52729.2023.00978 · External reference
Multi-LoRA composition for image generation
2024 · External reference
10.1109/cvpr52733.2024.00877
10.1109/cvpr52733.2024.00877 · External reference
10.1609/aaai.v39i10.33187
10.1609/aaai.v39i10.33187 · External reference
