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        TITLE = "FeedEdit: Text-Based Image Editing with Dynamic Feedback Regulation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "2661-2670",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100364"}

@inproceedings{bb103654,
        AUTHOR = "Xu, Y.J. and Kong, J. and Wang, J.Z. and Pan, X. and Lin, B. and Liu, Q.",
        TITLE = "InsightEdit: Towards Better Instruction Following for Image Editing",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "2694-2703",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100365"}

@inproceedings{bb103655,
        AUTHOR = "Cao, M.D. and Zhang, X. and Zheng, Y.Q. and Xia, Z.H.",
        TITLE = "Instruction-based Image Manipulation by Watching How Things Move",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "2704-2713",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100366"}

@inproceedings{bb103656,
        AUTHOR = "Kim, J. and Han, S. and Jeong, J.H. and Choi, J. and Kim, D. and Kim, S.J.",
        TITLE = "ORIDa: Object-centric Real-world Image Composition Dataset",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "3051-3060",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100367"}

@inproceedings{bb103657,
        AUTHOR = "Zhao, T.T. and Liu, C.G. and Jnawali, K. and Su, C.",
        TITLE = "eLIR-Net: an Efficient AI Solution for Image Retouching",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "3055-3063",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100368"}

@inproceedings{bb103658,
        AUTHOR = "Huang, J.C. and Huang, Y. and Liu, J.Z. and Zhou, D.H. and Liu, Y.F. and Chen, S.F.",
        TITLE = "Dual-Schedule Inversion: Training- and Tuning-Free Inversion for Real
Image Editing",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "660-669",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100369"}

@inproceedings{bb103659,
        AUTHOR = "Kim, C. and Moon, S.J. and Park, G.M.",
        TITLE = "WINE: Wavelet-Guided GAN Inversion and Editing for High-Fidelity
Refinement",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "4523-4532",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100370"}

@inproceedings{bb103660,
        AUTHOR = "Mu, J. and Gharbi, M. and Zhang, R. and Shechtman, E. and Vasconcelos, N.M. and Wang, X.L. and Park, T.",
        TITLE = "Editable Image Elements for Controllable Synthesis",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "II: 39-56",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100371"}

@inproceedings{bb103661,
        AUTHOR = "Yang, S. and Huang, B.X. and Cao, M.D. and Ji, Y. and Guo, H.Z. and Wong, N. and Yang, Y.",
        TITLE = "Taming Lookup Tables for Efficient Image Retouching",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LVIII: 144-159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100372"}

@inproceedings{bb103662,
        AUTHOR = "Conde, M.V. and Geigle, G. and Timofte, R.",
        TITLE = "Instructir: High-quality Image Restoration Following Human Instructions",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXXVI: 1-21",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100373"}

@inproceedings{bb103663,
        AUTHOR = "Lee, S. and Kim, M. and Chae, Y. and Stenger, B.",
        TITLE = "Linearly Controllable GAN: Unsupervised Feature Categorization and
Decomposition for Image Generation and Manipulation",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "IV: 229-245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100374"}

@inproceedings{bb103664,
        AUTHOR = "Mirzaei, A. and Aumentado Armstrong, T. and Brubaker, M.A. and Kelly, J. and Levinshtein, A. and Derpanis, K.G. and Gilitschenski, I.",
        TITLE = "Watch Your Steps: Local Image and Scene Editing by Text Instructions",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXXVIII: 111-129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100375"}

@inproceedings{bb103665,
        AUTHOR = "Yang, Z.Y. and Wang, J.F. and Li, L.J. and Lin, K. and Lin, C.C. and Liu, Z.C. and Wang, L.J.",
        TITLE = "Idea2img: Iterative Self-refinement with GPT-4V for Automatic Image
Design and Generation",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXXVIII: 167-184",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100376"}

@inproceedings{bb103666,
        AUTHOR = "Ni, M.H. and Shen, Y. and Zhang, L. and Zuo, W.M.",
        TITLE = "Responsible Visual Editing",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXII: 314-330",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100377"}

@inproceedings{bb103667,
        AUTHOR = "Ren, Y.X. and Wu, J. and Lu, Y.Z. and Kuang, H.F. and Xia, X. and Wang, X.H. and Wang, Q.Q. and Zhu, Y.X. and Xie, P. and Wang, S.Y. and Xiao, X.F. and Wang, Y.T. and Zheng, M. and Fu, L.",
        TITLE = "Byteedit: Boost, Comply and Accelerate Generative Image Editing",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "III: 184-200",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100378"}

@inproceedings{bb103668,
        AUTHOR = "Cui, Y.T. and Zhao, X.T. and Zhang, G.Z. and Cao, S.M. and Ma, K. and Wang, L.M.",
        TITLE = "Stabledrag: Stable Dragging for Point-based Image Editing",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LVIII: 340-356",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100379"}

@inproceedings{bb103669,
        AUTHOR = "Titov, V. and Khalmatova, M. and Ivanova, A. and Vetrov, D. and Alanov, A.",
        TITLE = "Guide-and-rescale: Self-guidance Mechanism for Effective Tuning-free
Real Image Editing",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXI: 235-251",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100380"}

@inproceedings{bb103670,
        AUTHOR = "Meng, Z.C. and Yang, C. and Liu, J. and Tang, H. and Zhao, P. and Wang, Y.Z.",
        TITLE = "Instructgie: Towards Generalizable Image Editing",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXXVIII: 18-34",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100381"}

@inproceedings{bb103671,
        AUTHOR = "Wu, Z.Z. and Kolkin, N. and Brandt, J. and Zhang, R. and Shechtman, E.",
        TITLE = "Turboedit: Instant Text-based Image Editing",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXX: 365-381",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100382"}

@inproceedings{bb103672,
        AUTHOR = "Zhang, S. and Yang, X.Y. and Bai, X. and Li, Y.",
        TITLE = "CLIP-Based Composition-Aware Image Cropping",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "2772-2778",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100383"}

@inproceedings{bb103673,
        AUTHOR = "Song, Y.Z. and Zhang, Z.F. and Lin, Z. and Cohen, S. and Price, B. and Zhang, J.M. and Kim, S.Y. and Zhang, H. and Xiong, W. and Aliaga, D.",
        TITLE = "IMPRINT: Generative Object Compositing by Learning
Identity-Preserving Representation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "8048-8058",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100384"}

@inproceedings{bb103674,
        AUTHOR = "Lin, J.B. and Zhang, Z. and Wei, Y.X. and Ren, D.W. and Jiang, D.S. and Tian, Q. and Zuo, W.M.",
        TITLE = "Improving Image Restoration Through Removing Degradations in Textual
Representations",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "2866-2878",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100385"}

@inproceedings{bb103675,
        AUTHOR = "Bodur, R. and Gundogdu, E. and Bhattarai, B. and Kim, T.K. and Donoser, M. and Bazzani, L.",
        TITLE = "iEdit: Localised Text-guided Image Editing with Weak Supervision",
        BOOKTITLE = GCV24,
        YEAR = "2024",
        PAGES = "7426-7435",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100386"}

@inproceedings{bb103676,
        AUTHOR = "Hochberg, D.C. and Anschel, O. and Shoshan, A. and Kviatkovsky, I. and Aggarwal, M. and Medioni, G.",
        TITLE = "Towards Quantitative Evaluation Metrics for Image Editing Approaches",
        BOOKTITLE = GenerativeFM24,
        YEAR = "2024",
        PAGES = "7892-7900",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100387"}

@inproceedings{bb103677,
        AUTHOR = "Huberman Spiegelglas, I. and Kulikov, V. and Michaeli, T.",
        TITLE = "An Edit Friendly DDPM Noise Space: Inversion and Manipulations",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "12469-12478",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100388"}

@inproceedings{bb103678,
        AUTHOR = "Liu, C. and Li, X.T. and Ding, H.H.",
        TITLE = "Referring Image Editing: Object-Level Image Editing via Referring
Expressions",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "13128-13138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100389"}

@inproceedings{bb103679,
        AUTHOR = "Song, X. and Cui, J. and Zhang, H.W. and Chen, J.J. and Hong, R.C. and Jiang, Y.G.",
        TITLE = "Doubly Abductive Counterfactual Inference for Text-Based Image
Editing",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "9162-9171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100390"}

@inproceedings{bb103680,
        AUTHOR = "Zhang, S. and Yang, X. and Feng, Y.H. and Qin, C. and Chen, C.C. and Yu, N. and Chen, Z. and Wang, H. and Savarese, S. and Ermon, S. and Xiong, C.M. and Xu, R.",
        TITLE = "HIVE: Harnessing Human Feedback for Instructional Visual Editing",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "9026-9036",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100391"}

@inproceedings{bb103681,
        AUTHOR = "Nguyen, T. and Ojha, U. and Li, Y.H. and Liu, H.T. and Lee, Y.J.",
        TITLE = "Edit One for All: Interactive Batch Image Editing",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "8271-8280",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100392"}

@inproceedings{bb103682,
        AUTHOR = "Huang, Y.Z. and Xie, L.B. and Wang, X.T. and Yuan, Z.Y. and Cun, X.D. and Ge, Y.X. and Zhou, J.T. and Dong, C. and Huang, R. and Zhang, R.M. and Shan, Y.",
        TITLE = "SmartEdit: Exploring Complex Instruction-Based Image Editing with
Multimodal Large Language Models",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "8362-8371",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100393"}

@inproceedings{bb103683,
        AUTHOR = "Sheynin, S. and Polyak, A. and Singer, U. and Kirstain, Y. and Zohar, A. and Ashual, O. and Parikh, D. and Taigman, Y.",
        TITLE = "Emu Edit: Precise Image Editing via Recognition and Generation Tasks",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "8871-8879",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100394"}

@inproceedings{bb103684,
        AUTHOR = "Guo, Q. and Lin, T.W.",
        TITLE = "Focus on Your Instruction: Fine-grained and Multi-instruction Image
Editing by Attention Modulation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "6986-6996",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100395"}

@inproceedings{bb103685,
        AUTHOR = "Lin, Y.Z. and Chen, Y.W. and Tsai, Y.H. and Jiang, L. and Yang, M.H.",
        TITLE = "Text-Driven Image Editing via Learnable Regions",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "7059-7068",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100396"}

@inproceedings{bb103686,
        AUTHOR = "Safaee, M. and Mikaeili, A. and Patashnik, O. and Cohen Or, D. and Mahdavi Amiri, A.",
        TITLE = "CLiC: Concept Learning in Context",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "6924-6933",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100397"}

@inproceedings{bb103687,
        AUTHOR = "Ling, P.Y. and Chen, L. and Zhang, P. and Chen, H. and Jin, Y. and Zheng, J.J.",
        TITLE = "FreeDrag: Feature Dragging for Reliable Point-Based Image Editing",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "6860-6870",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100398"}

@inproceedings{bb103688,
        AUTHOR = "Li, S.L. and Zeng, B. and Feng, Y.T. and Gao, S.C. and Liu, X. and Liu, J.M. and Li, L. and Tang, X. and Hu, Y. and Liu, J.Z. and Zhang, B.C.",
        TITLE = "ZONE: Zero-Shot Instruction-Guided Local Editing",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "6254-6263",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100399"}

@inproceedings{bb103689,
        AUTHOR = "Cao, P. and Yang, L. and Liu, D.X. and Yang, X.Y. and Huang, T.R. and Song, Q.",
        TITLE = "What Decreases Editing Capability? Domain-Specific Hybrid Refinement
for Improved GAN Inversion",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "4228-4237",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100400"}

@inproceedings{bb103690,
        AUTHOR = "Han, L.G. and Wen, S. and Chen, Q. and Zhang, Z.X. and Song, K.P. and Ren, M.W. and Gao, R. and Stathopoulos, A. and He, X.X. and Chen, Y.X. and Liu, D. and Zhangli, Q.L. and Jiang, J.D. and Xia, Z.Y. and Srivastava, A. and Metaxas, D.N.",
        TITLE = "ProxEdit: Improving Tuning-Free Real Image Editing with Proximal
Guidance",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "4279-4289",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100401"}

@inproceedings{bb103691,
        AUTHOR = "Ren, Y.X. and Shi, J. and Zhang, Z.F. and Fan, Y.F. and Lin, Z. and He, B. and Shrivastava, A.",
        TITLE = "Content-Aware Image Color Editing with Auxiliary Color Restoration
Tasks",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "5180-5189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100402"}

@inproceedings{bb103692,
        AUTHOR = "Zhang, Z.P. and Zheng, J. and Fang, J.Z.Y. and Plummer, B.A.",
        TITLE = "Text-to-image Editing by Image Information Removal",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "5220-5229",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100403"}

@inproceedings{bb103693,
        AUTHOR = "Katsumata, K. and Vo, D.M. and Liu, B. and Nakayama, H.",
        TITLE = "Revisiting Latent Space of GAN Inversion for Robust Real Image
Editing",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "5301-5310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100404"}

@inproceedings{bb103694,
        AUTHOR = "Tanjim, M.M. and Singh, K.K. and Kafle, K. and Sinha, R. and Cottrell, G.W.",
        TITLE = "Discovering and Mitigating Biases in CLIP-based Image Editing",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "2972-2981",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100405"}

@inproceedings{bb103695,
        AUTHOR = "Ouyang, W.Q. and Dong, Y. and Kang, X.Y. and Ren, P.R. and Xu, X. and Xie, X.",
        TITLE = "RSFNet: A White-Box Image Retouching Approach using Region-Specific
Color Filters",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "12126-12135",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100406"}

@inproceedings{bb103696,
        AUTHOR = "Zhang, L.Z. and Xu, Z.J. and Barnes, C. and Zhou, Y.Q. and Liu, Q. and Zhang, H. and Amirghodsi, S. and Lin, Z. and Shechtman, E. and Shi, J.B.",
        TITLE = "Perceptual Artifacts Localization for Image Synthesis Tasks",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "7545-7556",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100407"}

@inproceedings{bb103697,
        AUTHOR = "Huang, X.Y. and Batra, D. and Rai, A. and Szot, A.",
        TITLE = "Skill Transformer: A Monolithic Policy for Mobile Manipulation",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "10818-10828",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100408"}

@inproceedings{bb103698,
        AUTHOR = "Li, L.X. and Zhang, Y. and Wang, S.H.",
        TITLE = "The Euclidean Space is Evil: Hyperbolic Attribute Editing for
Few-shot Image Generation",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "22657-22667",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490ed1.html#TT100409"}

@inproceedings{bb103699,
        AUTHOR = "Hertz, A. and Aberman, K. and Cohen Or, D.",
        TITLE = "Delta Denoising Score",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "2328-2337",
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