11.14.3.5.2 Diffusion for High Resoluion, Super-Resolution Image Generation

Chapter Contents (Back)
Diffusion Models. Synthesis. Image Synthesis. Text to Image. High Resolution. Super-Resolution. 2510

See also Diffusion Process, Diffusion Operators, Mechanism, or Technique.
See also Adversarial Networks for Image Synthesis, Image Generation.
See also Video Diffusion, Video Sysnthesis, Text to Video.
See also Diffusion Process in Image Editing.

Lin, Z.H.[Zhi-Hang], Lin, M.[Mingbao], Zhan, W.[Wengyi], Ji, R.R.[Rong-Rong],
AccDiffusion v2: Toward More Accurate Higher-Resolution Diffusion Extrapolation,
PAMI(47), No. 10, October 2025, pp. 8351-8363.
IEEE DOI 2510
Image resolution, Distortion, Training, Semantics, Noise reduction, Image synthesis, Extrapolation, Diffusion models, diffusion model BibRef


Han, J.[Jian], Liu, J.[Jinlai], Jiang, Y.[Yi], Yan, B.[Bin], Zhang, Y.Q.[Yu-Qi], Yuan, Z.H.[Ze-Huan], Peng, B.Y.[Bing-Yue], Liu, X.B.[Xia-Bing],
Infinity?: Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis,
CVPR25(15733-15744)
IEEE DOI 2508
Visualization, Vocabulary, Technological innovation, Reactive power, Computational modeling, Text to image, Photorealistic images BibRef

Jeong, J.H.[Jin-Ho], Han, S.[Sangmin], Kim, J.[Jinwoo], Kim, S.J.[Seon Joo],
Latent Space Super-Resolution for Higher-Resolution Image Generation with Diffusion Models,
CVPR25(2355-2365)
IEEE DOI Code:
WWW Link. 2508
Manifolds, Training, Hands, Image synthesis, RNA, Face recognition, Noise, Diffusion models, super-resolution BibRef

Liu, Q.H.[Qi-Hao], Yin, X.[Xi], Yuille, A.L.[Alan L.], Brown, A.[Andrew], Singh, M.[Mannat],
Flowing from Words to Pixels: A Noise-Free Framework for Cross-Modality Evolution,
CVPR25(2755-2765)
IEEE DOI 2508
Training, Gaussian noise, Superresolution, Text to image, Media, Diffusion models, Transformers, Standards, Pattern matching, flow matching BibRef

Choi, S.[Seunghwan], Yun, J.[Jooyeol], Park, J.[Jeonghoon], Choo, J.[Jaegul],
Disentangling Subject-Irrelevant Elements in Personalized Text-to-Image Diffusion via Filtered Self-Distillation,
WACV25(9073-9082)
IEEE DOI 2505
Training, Gold, Analytical models, Image resolution, Filtering, Computational modeling, Text to image, User experience, self-distillation BibRef

Wu, H.N.[Hao-Ning], Shen, S.C.[Shao-Cheng], Hu, Q.[Qiang], Zhang, X.Y.[Xiao-Yun], Zhang, Y.[Ya], Wang, Y.F.[Yan-Feng],
MegaFusion: Extend Diffusion Models towards Higher-resolution Image Generation without Further Tuning,
WACV25(3944-3953)
IEEE DOI Code:
WWW Link. 2505
Adaptation models, Image resolution, Image synthesis, Computational modeling, Semantics, Noise, Text to image, tuning-free BibRef

Zhang, S.[Shen], Chen, Z.W.[Zhao-Wei], Zhao, Z.Y.[Zhen-Yu], Chen, Y.H.[Yu-Hao], Tang, Y.[Yao], Liang, J.J.[Jia-Jun],
Hidiffusion: Unlocking Higher-resolution Creativity and Efficiency in Pretrained Diffusion Models,
ECCV24(LI: 145-161).
Springer DOI 2412
BibRef

Huang, L.J.[Lin-Jiang], Fang, R.Y.[Rong-Yao], Zhang, A.P.[Ai-Ping], Song, G.L.[Guang-Lu], Liu, S.[Si], Liu, Y.[Yu], Li, H.S.[Hong-Sheng],
FouriScale: A Frequency Perspective on Training-free High-resolution Image Synthesis,
ECCV24(XII: 196-212).
Springer DOI 2412
Code:
WWW Link. BibRef

Kim, G.[Gwanghyun], Kim, H.[Hayeon], Seo, H.[Hoigi], Kang, D.U.[Dong Un], Chun, S.Y.[Se Young],
Beyondscene: Higher-resolution Human-centric Scene Generation with Pretrained Diffusion,
ECCV24(LXIV: 126-142).
Springer DOI 2412
BibRef

Lin, Z.H.[Zhi-Hang], Lin, M.B.[Ming-Bao], Zhao, M.[Meng], Ji, R.R.[Rong-Rong],
Accdiffusion: An Accurate Method for Higher-resolution Image Generation,
ECCV24(VI: 38-53).
Springer DOI 2412
BibRef

Li, M.Y.[Mu-Yang], Cai, T.[Tianle], Cao, J.X.[Jia-Xin], Zhang, Q.S.[Qin-Sheng], Cai, H.[Han], Bai, J.J.[Jun-Jie], Jia, Y.Q.[Yang-Qing], Li, K.[Kai], Han, S.[Song],
DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models,
CVPR24(7183-7193)
IEEE DOI 2410
Degradation, Computational modeling, Graphics processing units, Diffusion processes, Parallel processing, Diffusion models, generative-ai BibRef

Du, R.[Ruoyi], Chang, D.L.[Dong-Liang], Hospedales, T.[Timothy], Song, Y.Z.[Yi-Zhe], Ma, Z.Y.[Zhan-Yu],
DemoFusion: Democratising High-Resolution Image Generation With No $$,
CVPR24(6159-6168)
IEEE DOI 2410
Training, Image resolution, Image synthesis, Generative AI, Semantics, Memory management, Image Generation, Diffusion Model, High-resolution BibRef

Zhou, J.X.[Jin-Xin], Ding, T.Y.[Tian-Yu], Chen, T.Y.[Tian-Yi], Jiang, J.C.[Jia-Chen], Zharkov, I.[Ilya], Zhu, Z.H.[Zhi-Hui], Liang, L.[Luming],
DREAM: Diffusion Rectification and Estimation-Adaptive Models,
CVPR24(8342-8351)
IEEE DOI 2410
Training, Image quality, Navigation, Source coding, Superresolution, Estimation, Distortion BibRef

Sun, H.[Haoze], Li, W.B.[Wen-Bo], Liu, J.Z.[Jian-Zhuang], Chen, H.Y.[Hao-Yu], Pei, R.[Renjing], Zou, X.[Xueyi], Yan, Y.[Youliang], Yang, Y.[Yujiu],
CoSeR: Bridging Image and Language for Cognitive Super-Resolution,
CVPR24(25868-25878)
IEEE DOI Code:
WWW Link. 2410
Computational modeling, Superresolution, Semantics, Text to image, Benchmark testing, Diffusion models BibRef

Mei, K.[Kangfu], Delbracio, M.[Mauricio], Talebi, H.[Hossein], Tu, Z.Z.[Zheng-Zhong], Patel, V.M.[Vishal M.], Milanfar, P.[Peyman],
CoDi: Conditional Diffusion Distillation for Higher-Fidelity and Faster Image Generation,
CVPR24(9048-9058)
IEEE DOI 2410
Image synthesis, Superresolution, Text to image, Predictive models, Diffusion models BibRef

Gandikota, K.V.[Kanchana Vaishnavi], Chandramouli, P.[Paramanand],
Text-Guided Explorable Image Super-Resolution,
CVPR24(25900-25911)
IEEE DOI 2410
Training, Degradation, Superresolution, Semantics, Text to image, Diffusion models, diffusion, text-to-image, super-resolution BibRef

Zhao, T.C.[Tian-Chen], Ning, X.F.[Xue-Fei], Fang, T.[Tongcheng], Liu, E.[Enshu], Huang, G.[Guyue], Lin, Z.[Zinan], Yan, S.[Shengen], Dai, G.H.[Guo-Hao], Wang, Y.[Yu],
Mixdq: Memory-efficient Few-step Text-to-image Diffusion Models with Metric-decoupled Mixed Precision Quantization,
ECCV24(XIV: 285-302).
Springer DOI 2412
BibRef

Parihar, R.[Rishubh], Sachidanand, V.S., Mani, S.[Sabariswaran], Karmali, T.[Tejan], Babu, R.V.[R. Venkatesh],
Precisecontrol: Enhancing Text-to-image Diffusion Models with Fine-grained Attribute Control,
ECCV24(LXXXII: 469-487).
Springer DOI 2412
BibRef

Gandikota, R.[Rohit], Materzynska, J.[Joanna], Zhou, T.[Tingrui], Torralba, A.[Antonio], Bau, D.[David],
Concept Sliders: Lora Adaptors for Precise Control in Diffusion Models,
ECCV24(XL: 172-188).
Springer DOI 2412
BibRef

Chapter on 3-D Object Description and Computation Techniques, Surfaces, Deformable, View Generation, Video Conferencing continues in
Vision Transformers for Image Generation and Image Synthesis .


Last update:Nov 2, 2025 at 14:03:07