11.14.3.7.1 Diffusion Process in Image Editing

Chapter Contents (Back)
Editing. Image Editing.
See also Diffusion Process, Diffusion Operators, Mechanism, or Technique. A lot of overlap:
See also Diffusion for Description or Text to Image Generation.

Zhao, H.G.[Hong-Gang], Jin, G.Z.[Guo-Zhu], Jiang, X.L.[Xiao-Long], Li, M.Y.[Ming-Yong],
SDE-RAE:CLIP-based realistic image reconstruction and editing network using stochastic differential diffusion,
IVC(139), 2023, pp. 104836.
Elsevier DOI Code:
WWW Link. 2311
Stochastic differential equations, GANs, Image reconstruction, Image editing, CLIP, Diffusion model BibRef

Li, M.[Muyang], Lin, J.[Ji], Meng, C.L.[Chen-Lin], Ermon, S.[Stefano], Han, S.[Song], Zhu, J.Y.[Jun-Yan],
Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models,
PAMI(45), No. 12, December 2023, pp. 14465-14480.
IEEE DOI 2311
Apply to edited area, not generate the whole each time. BibRef

Yang, Z.[Zuopeng], Chu, T.S.[Tian-Shu], Lin, X.[Xin], Gao, E.[Erdun], Liu, D.[Daqing], Yang, J.[Jie], Wang, C.[Chaoyue],
Eliminating Contextual Prior Bias for Semantic Image Editing via Dual-Cycle Diffusion,
CirSysVideo(34), No. 2, February 2024, pp. 1316-1320.
IEEE DOI Code:
WWW Link. 2402
Semantics, Codes, Feature extraction, Visualization, Task analysis, Image synthesis, Contextual prior bias, dual-cycle diffusion BibRef

Trusca, M.M.[Maria-Mihaela], Tuytelaars, T.[Tinne], Moens, M.F.[Marie-Francine],
DM-Align: Leveraging the power of natural language instructions to make changes to images,
CVIU(252), 2025, pp. 104292.
Elsevier DOI 2502
Text-guided visual-textual reasoning and generation, Text-based image editing, Word alignments, Diffusion masking, Image segmentation BibRef

Huang, Y.[Yi], Huang, J.C.[Jian-Cheng], Liu, Y.F.[Yi-Fan], Yan, M.F.[Ming-Fu], Lv, J.X.[Jia-Xi], Liu, J.Z.[Jian-Zhuang], Xiong, W.[Wei], Zhang, H.[He], Cao, L.L.[Liang-Liang], Chen, S.F.[Shi-Feng],
Diffusion Model-Based Image Editing: A Survey,
PAMI(47), No. 6, June 2025, pp. 4409-4437.
IEEE DOI 2505
Diffusion models, Surveys, Noise, Training, Image synthesis, Diffusion processes, Noise measurement, Mathematical models, AIGC BibRef

Wang, S.Y.[Si-Yuan], Yan, Y.[Yuyao], Yang, X.[Xi], Zhang, R.[Rui], Wang, Q.[Qiufeng], Cheng, G.L.[Guang-Liang], Huang, K.[Kaizhu],
Point2pix-Zero: Point-driven refined diffusion for multi-object image editing,
PR(170), 2026, pp. 112041.
Elsevier DOI 2509
Image editing, Diffusion model BibRef


Yang, H.[Han], Yang, C.G.[Chuan-Guang], Wang, Q.[Qiuli], An, Z.[Zhulin], Feng, W.[Weilun], Huang, L.[Libo], Xu, Y.J.[Yong-Jun],
Multi-party Collaborative Attention Control for Image Customization,
CVPR25(7942-7951)
IEEE DOI 2508
Location awareness, Visualization, Image resolution, Image synthesis, Face recognition, Semantics, Diffusion processes, Diffusion models BibRef

Lai, B.L.[Bo-Lin], Juefei-Xu, F.[Felix], Liu, M.[Miao], Dai, X.L.[Xiao-Liang], Mehta, N.[Nikhil], Zhu, C.G.[Chen-Guang], Huang, Z.Y.[Ze-Yi], Rehg, J.M.[James M.], Lee, S.[Sangmin], Zhang, N.[Ning], Xiao, T.[Tong],
Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation,
CVPR25(18346-18357)
IEEE DOI Code:
WWW Link. 2508
Training, Visualization, Image transformation, Computational modeling, Scalability, Linguistics, Diffusion models, image manipulation BibRef

Wang, W.C.[Wei-Cheng], Jia, G.[Guoli], Zhang, Z.Q.[Zhong-Qi], Lin, L.[Liang], Yang, J.F.[Ju-Feng],
PS-Diffusion: Photorealistic Subject-Driven Image Editing with Disentangled Control and Attention,
CVPR25(18302-18312)
IEEE DOI Code:
WWW Link. 2508
Visualization, Scalability, Noise reduction, Merging, Diffusion models, Rendering (computer graphics), diffusion model BibRef

Nguyen, T.T.[Trong-Tung], Nguyen, Q.[Quang], Nguyen, K.[Khoi], Tran, A.[Anh], Pham, C.[Cuong],
SwiftEdit: Lightning Fast Text-Guided Image Editing via One-Step Diffusion,
CVPR25(21492-21501)
IEEE DOI Code:
WWW Link. 2508
Text to image, Lightning, Image reconstruction, image editing, image generation BibRef

Xu, P.C.[Peng-Cheng], Jiang, B.[Boyuan], Hu, X.B.[Xia-Bin], Luo, D.H.[Dong-Hao], He, Q.[Qingdong], Zhang, J.N.[Jiang-Ning], Wang, C.J.[Cheng-Jie], Wu, Y.S.[Yun-Sheng], Ling, C.[Charles], Wang, B.[Boyu],
Unveil Inversion and Invariance in Flow Transformer for Versatile Image Editing,
CVPR25(28479-28489)
IEEE DOI 2508
Adaptation models, Visualization, Accuracy, Systematics, Semantics, Estimation, Transformers, Approximation error, rectified flow, diffusion transformer BibRef

Nguyen, T.[Toan], Do, K.[Kien], Kieu, D.[Duc], Nguyen, T.[Thin],
h-Edit: Effective and Flexible Diffusion-Based Editing via Doob's h-Transform,
CVPR25(28490-28501)
IEEE DOI 2508
Bridges, Measurement, Monte Carlo methods, Design methodology, Diffusion models, Image reconstruction, Optimization, Faces, image editing BibRef

Luo, J.Q.[Jin-Qi], Ding, T.J.[Tian-Jiao], Chan, K.H.R.[Kwan Ho Ryan], Min, H.C.[Han-Cheng], Callison-Burch, C.[Chris], Vidal, R.[René],
Concept Lancet: Image Editing with Compositional Representation Transplant,
CVPR25(28502-28512)
IEEE DOI 2508
Visualization, Dictionaries, Design methodology, Diffusion models, Organ transplantation, Faces BibRef

Shaheryar, M.[Muhammad], Lee, J.T.[Jong Taek], Jung, S.K.[Soon Ki],
Black Hole-Driven Identity Absorbing in Diffusion Models,
CVPR25(28544-28554)
IEEE DOI 2508
Measurement, Privacy, Ethics, Absorption, Image synthesis, Semantics, Diffusion models, Wrapping, Optimization, identtiy unlearning, face privacy BibRef

Chae, J.W.[Jung-Woo], Kim, J.[Jiyoon], Choi, J.W.[Jae-Woong], Kim, K.[Kyungyul], Hwang, S.[Sangheum],
APT: Adaptive Personalized Training for Diffusion Models with Limited Data,
CVPR25(28619-28628)
IEEE DOI 2508
Training, Adaptation models, Semantics, Noise, Coherence, Predictive models, Diffusion models, Data models, Trajectory, Overfitting BibRef

Singh, K.[Krishnakant], Schaub-Meyer, S.[Simone], Roth, S.[Stefan],
GLASS: Guided Latent Slot Diffusion for Object-Centric Learning,
CVPR25(28673-28683)
IEEE DOI 2508
Learning systems, Image synthesis, Shape, Computational modeling, Semantics, Glass, Predictive models, Diffusion models BibRef

Chen, H.Y.[Hao-Yu], Xu, X.J.[Xiao-Jie], Li, W.B.[Wen-Bo], Ren, J.J.[Jing-Jing], Ye, T.[Tian], Liu, S.[Songhua], Chen, Y.C.[Ying-Cong], Zhu, L.[Lei], Wang, X.C.[Xin-Chao],
POSTA: A Go-to Framework for Customized Artistic Poster Generation,
CVPR25(28694-28704)
IEEE DOI 2508
Visualization, Accuracy, Visual communication, Scalability, Layout, Production, Diffusion models, Planning, Standards BibRef

Ganeshan, A.[Aditya], Groueix, T.[Thibault], Guerrero, P.[Paul], Mech, R.[Radomír], Fisher, M.[Matthew], Ritchie, D.[Daniel],
Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy,
CVPR25(28715-28725)
IEEE DOI 2508
Training, Visualization, Computational modeling, Diffusion models, DSL, Domain specific languages, Synthetic data, 2d patterns, analogy BibRef

Zhou, J.[Jun], Li, J.H.[Jia-Hao], Xu, Z.[Zunnan], Li, H.[Hanhui], Cheng, Y.[Yiji], Hong, F.T.[Fa-Ting], Lin, Q.[Qin], Lu, Q.L.[Qing-Lin], Liang, X.D.[Xiao-Dan],
FireEdit: Fine-grained Instruction-based Image Editing via Region-aware Vision Language Model,
CVPR25(13093-13103)
IEEE DOI 2508
Location awareness, Visualization, Semantics, Noise reduction, Process control, Diffusion models, Faces, Visual perception, visual language models BibRef

Liu, S.J.[Sean J.], Kumari, N.[Nupur], Shamir, A.[Ariel], Zhu, J.Y.[Jun-Yan],
Generative Photomontage,
CVPR25(7931-7941)
IEEE DOI 2508
Image segmentation, Shape, Text to image, Aerospace electronics, Optimization, image generation, image editing, stable diffusion BibRef

Avrahami, O.[Omri], Patashnik, O.[Or], Fried, O.[Ohad], Nemchinov, E.[Egor], Aberman, K.[Kfir], Lischinski, D.[Dani], Cohen-Or, D.[Daniel],
Stable Flow: Vital Layers for Training-Free Image Editing,
CVPR25(7877-7888)
IEEE DOI 2508
Training, Computational modeling, Transformers, Diffusion models, Object recognition, image editing, diffusion models, flow models BibRef

Jiang, L.T.[Long-Tao], Wang, Z.D.[Zhen-Dong], Bao, J.M.[Jian-Min], Zhou, W.G.[Wen-Gang], Chen, D.D.[Dong-Dong], Shi, L.[Lei], Chen, D.[Dong], Li, H.Q.[Hou-Qiang],
SmartEraser: Remove Anything from Images using Masked-Region Guidance,
CVPR25(24452-24462)
IEEE DOI 2508
Instance segmentation, Robustness, Object recognition, Context modeling, image inpainting, object removal, diffusion model BibRef

Cai, Z.Q.[Zi-Qi], Weng, S.[Shuchen], Xia, Y.F.[Yi-Fei], Shi, B.X.[Bo-Xin],
PhyS-EdiT: Physics-aware Semantic Image Editing with Text Description,
CVPR25(7867-7876)
IEEE DOI 2508
Training, Semantics, Lighting, Media, Diffusion models, Controllability, Material properties, Synthetic data BibRef

Ren, Y.F.[Yu-Fan], Jiang, Z.C.[Zi-Cong], Zhang, T.[Tong], Forchhammer, S.[Søren], Süsstrunk, S.[Sabine],
FDS: Frequency-Aware Denoising Score for Text-Guided Latent Diffusion Image Editing,
CVPR25(2651-2660)
IEEE DOI Code:
WWW Link. 2508
Image color analysis, Frequency-domain analysis, Noise reduction, Text to image, Transforms, Discrete wavelet transforms, frequency domain approaches BibRef

Fanelli, N.[Nicola], Vessio, G.[Gennaro], Castellano, G.[Giovanna],
I Dream My Painting: Connecting MLLMs and Diffusion Models via Prompt Generation for Text-Guided Multi-Mask Inpainting,
WACV25(6073-6082)
IEEE DOI Code:
WWW Link. 2505
Codes, Automation, Art, Pipelines, Diffusion models, Filling, Data models, Testing, Painting, inpainting, diffusion, mllm, prompt-generation BibRef

Miyake, D.[Daiki], Iohara, A.[Akihiro], Saito, Y.[Yu], Tanaka, T.[Toshiyuki],
Negative-Prompt Inversion: Fast Image Inversion for Editing with Text-Guided Diffusion Models,
WACV25(2063-2072)
IEEE DOI 2505
Streaming media, Diffusion models, Throughput, Real-time systems, Computational efficiency, Image reconstruction, Optimization, image editing BibRef

Srivastava, A.[Ashutosh], Menta, T.R.[Tarun Ram], Java, A.[Abhinav], Jadhav, A.[Avadhoot], Singh, S.[Silky], Jandial, S.[Surgan], Krishnamurthy, B.[Balaji],
REEDIT: Multimodal Exemplar-Based Image Editing,
WACV25(929-939)
IEEE DOI Code:
WWW Link. 2505
Codes, Sensitivity analysis, Natural languages, Text to image, Diffusion models, Cognition, Optimization, Photorealistic images, exemplar based BibRef

Choi, G.[Gayoon], Jeong, T.[Taejin], Hong, S.[Sujung], Hwang, S.J.[Seong Jae],
Dragtext: Rethinking Text Embedding in Point-Based Image Editing,
WACV25(441-450)
IEEE DOI 2505
Accuracy, Codes, Semantics, Pipelines, Diffusion models, Optimization, Context modeling, diffusion, point-based image editing BibRef

Sajnani, R.[Rahul], Vanbaar, J.[Jeroen], Min, J.[Jie], Katyal, K.[Kapil], Sridhar, S.[Srinath],
GeoDiffuser: Geometry-Based Image Editing with Diffusion Models,
WACV25(472-482)
IEEE DOI 2505
Image segmentation, Accuracy, Translation, Optimization methods, Lighting, Transforms, Diffusion models, Linear programming BibRef

Mo, W.[Wenyi], Zhang, T.Y.[Tian-Yu], Bai, Y.[Yalong], Su, B.[Bing], Wen, J.R.[Ji-Rong],
Uniform Attention Maps: Boosting Image Fidelity in Reconstruction and Editing,
WACV25(4420-4429)
IEEE DOI Code:
WWW Link. 2505
Accuracy, Codes, Image synthesis, Noise, Reconstruction algorithms, Distortion, Diffusion models, Robustness, Image reconstruction, image editing BibRef

Lee, H.[Hyunsoo], Kang, M.S.[Min-Soo], Han, B.H.[Bo-Hyung],
Diffusion-Based Conditional Image Editing Through Optimized Inference with Guidance,
WACV25(4472-4480)
IEEE DOI 2505
Translation, Fitting, Text to image, Diffusion models, image-to-image translation, diffusion models BibRef

Simsar, E.[Enis], Tonioni, A.[Alessio], Xian, Y.Q.[Yong-Qin], Hofmann, T.[Thomas], Tombari, F.[Federico],
LIME: Localized Image Editing via Attention Regularization in Diffusion Models,
WACV25(222-231)
IEEE DOI Code:
WWW Link. 2505
Image segmentation, Clustering methods, Noise reduction, Text to image, Diffusion models, Controllability, Robustness, Context modeling BibRef

Deng, Y.Y.[Ying-Ying], He, X.Y.[Xiang-Yu], Tang, F.[Fan], Dong, W.M.[Wei-Ming],
Z-Magic: Zero-shot Multiple Attributes Guided Image Creator,
CVPR25(18390-18400)
IEEE DOI 2508
Costs, Image synthesis, Computational modeling, Refining, Coherence, Multitasking, Diffusion models, Context modeling, image editing, diffusion model BibRef

Parihar, R.[Rishubh], Balaji, P.[Prasanna], Magazine, R.[Raghav], Vora, S.[Sarthak], Jampani, V.[Varun], Babu, R.V.[R. Venkatesh],
Attribute Diffusion: Diffusion Driven Diverse Attribute Editing,
WACV25(3721-3731)
IEEE DOI 2505
Codes, Computational modeling, Semantics, Diffusion models, Data models BibRef

Nitzan, Y.[Yotam], Wu, Z.Z.[Zong-Ze], Zhang, R.[Richard], Shechtman, E.[Eli], Cohen-Or, D.[Daniel], Park, T.[Taesung], Gharbi, M.[Michaël],
Lazy Diffusion Transformer for Interactive Image Editing,
ECCV24(XXIV: 55-72).
Springer DOI 2412
BibRef

Brack, M.[Manuel], Friedrich, F.[Felix], Kornmeier, K.[Katharina], Tsaban, L.[Linoy], Schramowski, P.[Patrick], Kersting, K.[Kristian], Passos, A.[Apolinário],
LEDITS++: Limitless Image Editing Using Text-to-Image Models,
CVPR24(8861-8870)
IEEE DOI 2410
Computational modeling, Text to image, Benchmark testing, Diffusion models BibRef

Zhang, G.Q.[Guo-Qiang], Lewis, J.P., Kleijn, W.B.[W. Bastiaan],
Exact Diffusion Inversion via Bidirectional Integration Approximation,
ECCV24(LVII: 19-36).
Springer DOI 2412
BibRef

Kang, W.J.[Won-Jun], Galim, K.[Kevin], Koo, H.I.[Hyung Il],
ETA Inversion: Designing an Optimal ETA Function for Diffusion-Based Real Image Editing,
ECCV24(XIV: 90-106).
Springer DOI 2412
BibRef

Li, R.B.[Rui-Bin], Li, R.[Ruihuang], Guo, S.[Song], Zhang, L.[Lei],
Source Prompt Disentangled Inversion for Boosting Image Editability with Diffusion Models,
ECCV24(XXVI: 404-421).
Springer DOI 2412
BibRef

Lu, J.Y.[Jing-Yi], Li, X.H.[Xing-Hui], Han, K.[Kai],
Regiondrag: Fast Region-based Image Editing with Diffusion Models,
ECCV24(XVII: 231-246).
Springer DOI 2412
BibRef

Pérez-García, F.[Fernando], Bond-Taylor, S.[Sam], Sanchez, P.P.[Pedro P.], van Breugel, B.[Boris], Castro, D.C.[Daniel C.], Sharma, H.[Harshita], Salvatelli, V.[Valentina], Wetscherek, M.T.A.[Maria T. A.], Richardson, H.[Hannah], Lungren, M.P.[Matthew P.], Nori, A.[Aditya], Alvarez-Valle, J.[Javier], Oktay, O.[Ozan], Ilse, M.[Maximilian],
Radedit: Stress-testing Biomedical Vision Models via Diffusion Image Editing,
ECCV24(XII: 358-376).
Springer DOI 2412
BibRef

Wu, W.[Wei], Fan, Q.[Qingnan], Qin, S.[Shuai], Gu, H.[Hong], Zhao, R.[Ruoyu], Chan, A.B.[Antoni B.],
Freediff: Progressive Frequency Truncation for Image Editing with Diffusion Models,
ECCV24(V: 194-209).
Springer DOI 2412
BibRef

Bodur, R.[Rumeysa], Bhattarai, B.[Binod], Kim, T.K.[Tae-Kyun],
Prompt Augmentation for Self-supervised Text-guided Image Manipulation,
CVPR24(8829-8838)
IEEE DOI 2410
Image transformation, Image synthesis, Self-supervised learning, Diffusion models, Manipulator dynamics, data augmentation BibRef

Hou, X.Z.[Xing-Zhong], Liu, B.X.[Bo-Xiao], Zhang, Y.[Yi], Liu, J.[Jihao], Liu, Y.[Yu], You, H.[Haihang],
EasyDrag: Efficient Point-Based Manipulation on Diffusion Models,
CVPR24(8404-8413)
IEEE DOI Code:
WWW Link. 2410
Image quality, Codes, Shape, Animals, Diffusion models, Robustness BibRef

Lo, L.[Ling], Yeo, C.Y.[Cheng Yu], Shuai, H.H.[Hong-Han], Cheng, W.H.[Wen-Huang],
Distraction is All You Need: Memory-Efficient Image Immunization against Diffusion-Based Image Editing,
CVPR24(24462-24471)
IEEE DOI 2410
Visualization, Perturbation methods, Semantics, Memory management, Graphics processing units, Diffusion processes, Text to image, image immunization BibRef

Sharma, P.[Prafull], Jampani, V.[Varun], Li, Y.Z.[Yuan-Zhen], Jia, X.H.[Xu-Hui], Lagun, D.[Dmitry], Durand, F.[Fredo], Freeman, B.[Bill], Matthews, M.[Mark],
Alchemist: Parametric Control of Material Properties with Diffusion Models,
CVPR24(24130-24141)
IEEE DOI 2410
Photorealism, Text to image, Neural radiance field, Diffusion models, Data models, image editing, generative models BibRef

Nam, H.[Hyelin], Kwon, G.[Gihyun], Park, G.Y.[Geon Yeong], Ye, J.C.[Jong Chul],
Contrastive Denoising Score for Text-Guided Latent Diffusion Image Editing,
CVPR24(9192-9201)
IEEE DOI Code:
WWW Link. 2410
Scalability, Noise reduction, Text to image, Contrastive learning, Diffusion models, Neural radiance field, Generative models, Image editing BibRef

Xu, S.[Sihan], Huang, Y.D.[Yi-Dong], Pan, J.Y.[Jia-Yi], Ma, Z.Q.[Zi-Qiao], Chai, J.[Joyce],
Inversion-Free Image Editing with Language-Guided Diffusion Models,
CVPR24(9454-9461)
IEEE DOI 2410
Schedules, Accuracy, Noise reduction, Semantics, Diffusion models, Sampling methods, Diffusion Models, Image Editing, Inversion, Consistency Models BibRef

Liu, B.Y.[Bing-Yan], Wang, C.Y.[Cheng-Yu], Cao, T.F.[Ting-Feng], Jia, K.[Kui], Huang, J.[Jun],
Towards Understanding Cross and Self-Attention in Stable Diffusion for Text-Guided Image Editing,
CVPR24(7817-7826)
IEEE DOI Code:
WWW Link. 2410
Analytical models, Shape, Semantics, Noise reduction, Text to image, Streaming media, Diffusion models, image editing, attention map, probing analysis BibRef

Mou, C.[Chong], Wang, X.T.[Xin-Tao], Song, J.[Jiechong], Shan, Y.[Ying], Zhang, J.[Jian],
DiffEditor: Boosting Accuracy and Flexibility on Diffusion-Based Image Editing,
CVPR24(8488-8497)
IEEE DOI Code:
WWW Link. 2410
Training, Accuracy, Image synthesis, Source coding, Text to image, Stochastic processes, Diffusion Model, Image Editing, Image Synthesis BibRef

Goel, V.[Vidit], Peruzzo, E.[Elia], Jiang, Y.F.[Yi-Fan], Xu, D.[Dejia], Xu, X.Q.[Xing-Qian], Sebe, N.[Nicu], Darrell, T.J.[Trevor J.], Wang, Z.Y.[Zhang-Yang], Shi, H.[Humphrey],
PAIR Diffusion: A Comprehensive Multimodal Object-Level Image Editor,
CVPR24(8609-8618)
IEEE DOI 2410
Measurement, Shape, Lighting, Diffusion models, Vectors, Diffusion Model, Image Editing, Object level BibRef

Shi, Y.J.[Yu-Jun], Xue, C.[Chuhui], Liew, J.H.[Jun Hao], Pan, J.C.[Jia-Chun], Yan, H.[Hanshu], Zhang, W.Q.[Wen-Qing], Tan, V.Y.F.[Vincent Y. F.], Bai, S.[Song],
DragDiffusion: Harnessing Diffusion Models for Interactive Point-Based Image Editing,
CVPR24(8839-8849)
IEEE DOI Code:
WWW Link. 2410
Accuracy, Codes, Semantics, Benchmark testing, Diffusion models, Generative adversarial networks, Image Editing, Diffusion Model BibRef

Liu, H.F.[Hao-Feng], Xu, C.[Chenshu], Yang, Y.F.[Yi-Fei], Zeng, L.H.[Li-Hua], He, S.F.[Sheng-Feng],
Drag Your Noise: Interactive Point-based Editing via Diffusion Semantic Propagation,
CVPR24(6743-6752)
IEEE DOI Code:
WWW Link. 2410
Codes, Semantics, Noise reduction, Noise, Ions, Controllability, Interactive Editing, Diffusion, Image Generation BibRef

Chen, S.X.[Sherry X], Vaxman, Y.[Yaron], Baruch, E.B.[Elad Ben], Asulin, D.[David], Moreshet, A.[Aviad], Lien, K.C.[Kuo-Chin], Sra, M.[Misha], Sen, P.[Pradeep],
TiNO-Edit: Timestep and Noise Optimization for Robust Diffusion-Based Image Editing,
CVPR24(6108-6117)
IEEE DOI Code:
WWW Link. 2410
Codes, Noise, Text to image, Predictive models, Diffusion models, Generators, Image Manipulation, Machine Learning BibRef

Yoo, S.[Seungwoo], Kim, K.[Kunho], Kim, V.G.[Vladimir G.], Sung, M.[Minhyuk],
As-Plausible-As-Possible: Plausibility-Aware Mesh Deformation Using 2D Diffusion Priors,
CVPR24(4315-4324)
IEEE DOI Code:
WWW Link. 2410
Jacobian matrices, Geometry, Deformation, Shape, Text to image, deformation, editing, generative-modeling, mesh BibRef

Lu, Z.[Zeyu], Wu, C.Y.[Cheng-Yue], Chen, X.Y.[Xin-Yuan], Wang, Y.H.[Yao-Hui], Bai, L.[Lei], Qiao, Y.[Yu], Liu, X.H.[Xi-Hui],
Hierarchical Diffusion Autoencoders and Disentangled Image Manipulation,
WACV24(5362-5371)
IEEE DOI 2404
Interpolation, Visualization, Codes, Image synthesis, Semantics, Aerospace electronics, Algorithms, Generative models for image, Arts / games / social media BibRef

Joseph, K.J., Udhayanan, P.[Prateksha], Shukla, T.[Tripti], Agarwal, A.[Aishwarya], Karanam, S.[Srikrishna], Goswami, K.[Koustava], Srinivasan, B.V.[Balaji Vasan],
Iterative Multi-granular Image Editing using Diffusion Models,
WACV24(8092-8101)
IEEE DOI 2404
Training, Adaptation models, Visualization, Image synthesis, Process control, Modulation, Benchmark testing, Applications, Virtual / augmented reality BibRef

Gandikota, R.[Rohit], Orgad, H.[Hadas], Belinkov, Y.[Yonatan], Materzynska, J.[Joanna], Bau, D.[David],
Unified Concept Editing in Diffusion Models,
WACV24(5099-5108)
IEEE DOI 2404
Training, Ethics, Codes, Closed-form solutions, Scalability, Computational modeling, Algorithms, Generative models for image, Vision + language and/or other modalities BibRef

Wang, L.Z.[Luo-Zhou], Yang, S.[Shuai], Liu, S.[Shu], Chen, Y.C.[Ying-Cong],
Not All Steps are Created Equal: Selective Diffusion Distillation for Image Manipulation,
ICCV23(7438-7447)
IEEE DOI Code:
WWW Link. 2401
BibRef

Pan, Z.H.[Zhi-Hong], Gherardi, R.[Riccardo], Xie, X.F.[Xiu-Feng], Huang, S.[Stephen],
Effective Real Image Editing with Accelerated Iterative Diffusion Inversion,
ICCV23(15866-15875)
IEEE DOI 2401
BibRef

Dong, W.K.[Wen-Kai], Xue, S.[Song], Duan, X.Y.[Xiao-Yue], Han, S.[Shumin],
Prompt Tuning Inversion for Text-Driven Image Editing Using Diffusion Models,
ICCV23(7396-7406)
IEEE DOI 2401
BibRef

Wu, C.H.[Chen Henry], de la Torre, F.[Fernando],
A Latent Space of Stochastic Diffusion Models for Zero-Shot Image Editing and Guidance,
ICCV23(7344-7353)
IEEE DOI 2401
BibRef

Mao, W.[Weihang], Han, B.[Bo], Wang, Z.H.[Zi-Hao],
Sketchffusion: Sketch-Guided Image Editing with Diffusion Model,
ICIP23(790-794)
IEEE DOI 2312
BibRef

Yang, B.X.[Bin-Xin], Gu, S.Y.[Shu-Yang], Zhang, B.[Bo], Zhang, T.[Ting], Chen, X.J.[Xue-Jin], Sun, X.Y.[Xiao-Yan], Chen, D.[Dong], Wen, F.[Fang],
Paint by Example: Exemplar-based Image Editing with Diffusion Models,
CVPR23(18381-18391)
IEEE DOI 2309
BibRef

Orgad, H.[Hadas], Kawar, B.[Bahjat], Belinkov, Y.[Yonatan],
Editing Implicit Assumptions in Text-to-Image Diffusion Models,
ICCV23(7030-7038)
IEEE DOI 2401
BibRef

Kawar, B.[Bahjat], Zada, S.[Shiran], Lang, O.[Oran], Tov, O.[Omer], Chang, H.[Huiwen], Dekel, T.[Tali], Mosseri, I.[Inbar], Irani, M.[Michal],
Imagic: Text-Based Real Image Editing with Diffusion Models,
CVPR23(6007-6017)
IEEE DOI 2309
BibRef

Liu, D.[Di], Yu, X.[Xiang], Ye, M.[Meng], Zhangli, Q.L.[Qi-Long], Li, Z.W.[Zhuo-Wei], Zhang, Z.X.[Zhi-Xing], Metaxas, D.N.[Dimitris N.],
DeFormer: Integrating Transformers with Deformable Models for 3D Shape Abstraction from a Single Image,
ICCV23(14190-14200)
IEEE DOI 2401
BibRef

Zhang, Z.X.[Zhi-Xing], Han, L.[Ligong], Ghosh, A.[Arnab], Metaxas, D.N.[Dimitris N.], Ren, J.[Jian],
SINE: SINgle Image Editing with Text-to-Image Diffusion Models,
CVPR23(6027-6037)
IEEE DOI 2309
BibRef

Mokady, R.[Ron], Hertz, A.[Amir], Aberman, K.[Kfir], Pritch, Y.[Yael], Cohen-Or, D.[Daniel],
Null-text Inversion for Editing Real Images using Guided Diffusion Models,
CVPR23(6038-6047)
IEEE DOI 2309
BibRef

Kim, G.[Gwanghyun], Kwon, T.[Taesung], Ye, J.C.[Jong Chul],
DiffusionCLIP: Text-Guided Diffusion Models for Robust Image Manipulation,
CVPR22(2416-2425)
IEEE DOI 2210
Codes, Image synthesis, Machine vision, Computational modeling, Training data, Self- semi- meta- unsupervised learning BibRef

Avrahami, O.[Omri], Lischinski, D.[Dani], Fried, O.[Ohad],
Blended Diffusion for Text-driven Editing of Natural Images,
CVPR22(18187-18197)
IEEE DOI 2210
Extrapolation, Fuses, Natural languages, Noise reduction, Diffusion processes, Probabilistic logic, Vision+language BibRef

Chapter on 3-D Object Description and Computation Techniques, Surfaces, Deformable, View Generation, Video Conferencing continues in
Three-Dimensional Editing .


Last update:Oct 6, 2025 at 14:07:43