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        AUTHOR = "Tursun, O. and Kalkan, S. and Denman, S. and Fookes, C.",
        TITLE = "PDV: Prompt Directional Vectors for Zero-shot Composed Image
Retrieval",
        BOOKTITLE = WACV26,
        YEAR = "2026",
        PAGES = "7740-7749",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490comp2.html#TT103590"}

@article{bb106901,
        AUTHOR = "Jung, G. and Park, J.W. and Kim, S.B. and Lee, S.W.",
        TITLE = "Thinking before retrieving: Robust zero-shot composed image retrieval
via strategic planning and self-criticism",
        JOURNAL = PR,
        VOLUME = "181",
        YEAR = "2027",
        PAGES = "114690",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490comp2.html#TT103591"}

@article{bb106902,
        AUTHOR = "Ahmed, W. and Diepeveen, D. and Sohel, F.",
        TITLE = "StructFuse: Harmonizing multiple structural cues for diffusion-driven
image compositing",
        JOURNAL = PR,
        VOLUME = "180",
        YEAR = "2026",
        PAGES = "114609",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490comp2.html#TT103592"}

@inproceedings{bb106903,
        AUTHOR = "Feng, W.X. and Liu, C. and Liu, S. and Wang, W.Y. and Vahdat, A. and Nie, W.",
        TITLE = "BlobGEN-Vid: Compositional Text-to-Video Generation with Blob Video
Representations",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "12989-12998",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490comp2.html#TT103593"}

@inproceedings{bb106904,
        AUTHOR = "Ge, C.J. and Xu, C.F. and Ji, Y.F. and Peng, C.S. and Tomizuka, M. and Luo, P. and Ding, M.Y. and Jampani, V. and Zhan, W.",
        TITLE = "COMPGS: Unleashing 2D Compositionality for Compositional Text-to-3D
via Dynamically Optimizing 3D Gaussians",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "18509-18520",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490comp2.html#TT103594"}

@inproceedings{bb106905,
        AUTHOR = "Li, M.C. and Hou, X.L. and Liu, Z.Y. and Yang, D.K. and Qian, Z.Y. and Chen, J.W. and Wei, J.J. and Jiang, Y. and Xu, Q.Y. and Zhang, L.H.",
        TITLE = "MCCD: Multi-Agent Collaboration-based Compositional Diffusion for
Complex Text-to-Image Generation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "13263-13272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490comp2.html#TT103595"}

@inproceedings{bb106906,
        AUTHOR = "Tarres, G.C. and Lin, Z. and Zhang, Z.F. and Zhang, H. and Gilbert, A. and Collomosse, J. and Kim, S.Y.",
        TITLE = "Multitwine: Multi-Object Compositing with Text and Layout Control",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "8094-8104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490comp2.html#TT103596"}

@inproceedings{bb106907,
        AUTHOR = "Qu, L.G. and Li, H.C. and Wang, W.J. and Liu, X. and Li, J.C. and Nie, L.Q. and Chua, T.S.",
        TITLE = "SILMM: Self-Improving Large Multimodal Models for Compositional
Text-to-Image Generation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "18497-18508",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490comp2.html#TT103597"}

@inproceedings{bb106908,
        AUTHOR = "Hong, Y. and Duan, Y.X. and Zhang, B. and Chen, H.X. and Lan, J. and Zhu, H.J. and Wang, W.Q. and Zhang, J.",
        TITLE = "Comfusion: Enhancing Personalized Generation by Instance-scene
Compositing and Fusion",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XLIV: 1-18",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490comp2.html#TT103598"}

@inproceedings{bb106909,
        AUTHOR = "Chen, Z.K. and Wang, W. and Yang, Z. and Yuan, Z. and Chen, H. and Shen, C.H.",
        TITLE = "Freecompose: Generic Zero-Shot Image Composition with Diffusion Prior",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XVII: 70-87",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490comp2.html#TT103599"}

@inproceedings{bb106910,
        AUTHOR = "Wang, L.Z. and Shen, G.B. and Ge, W.H. and Chen, G.Y. and Li, Y.J. and Chen, Y.C.",
        TITLE = "Text-anchored Score Composition: Tackling Condition Misalignment in
Text-to-image Diffusion Models",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XLVII: 21-37",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490comp2.html#TT103600"}

@inproceedings{bb106911,
        AUTHOR = "Wang, Z. and Sha, Z.Z. and Ding, Z. and Wang, Y.L. and Tu, Z.W.",
        TITLE = "TokenCompose: Text-to-Image Diffusion with Token-Level Supervision",
        BOOKTITLE = CVPR24,
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@inproceedings{bb106912,
        AUTHOR = "Liu, J.Q. and Huang, T. and Xu, C.",
        TITLE = "Training-free Composite Scene Generation for Layout-to-image Synthesis",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXVIII: 37-53",
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@inproceedings{bb106913,
        AUTHOR = "Wang, Q. and Lu, R.J. and Xu, X.D. and Wang, J.B. and Wang, M.Y. and Dai, B. and Zeng, G. and Xu, D.",
        TITLE = "Roomtex: Texturing Compositional Indoor Scenes via Iterative Inpainting",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXVIII: 465-482",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490comp2.html#TT103603"}

@inproceedings{bb106914,
        AUTHOR = "Ding, G.G. and Zhao, C. and Wang, W. and Yang, Z. and Liu, Z. and Chen, H. and Shen, C.H.",
        TITLE = "FreeCustom: Tuning-Free Customized Image Generation for Multi-Concept
Composition",
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        YEAR = "2024",
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@inproceedings{bb106915,
        AUTHOR = "Burgert, R.D. and Price, B.L. and Kuen, J. and Li, Y.J. and Ryoo, M.S.",
        TITLE = "MAGICK: A Large-Scale Captioned Dataset from Matting Generated Images
Using Chroma Keying",
        BOOKTITLE = CVPR24,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490comp2.html#TT103605"}

@inproceedings{bb106916,
        AUTHOR = "Li, B. and Lin, Z.Q. and Pathak, D. and Li, J.Y. and Fei, Y.X. and Wu, K. and Xia, X. and Zhang, P.C. and Neubig, G. and Ramanan, D.",
        TITLE = "Evaluating and Improving Compositional Text-to-Visual Generation",
        BOOKTITLE = GenerativeFM24,
        YEAR = "2024",
        PAGES = "5290-5301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490comp2.html#TT103606"}

@inproceedings{bb106917,
        AUTHOR = "Lin, Z.Q. and Pathak, D. and Li, B. and Li, J.Y. and Xia, X. and Neubig, G. and Zhang, P. and Ramanan, D.",
        TITLE = "Evaluating Text-to-visual Generation with Image-to-text Generation",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "IX: 366-384",
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@inproceedings{bb106918,
        AUTHOR = "Wang, C.",
        TITLE = "A Diffusion-Based Method for Multi-Turn Compositional Image
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        BOOKTITLE = VAQuality24,
        YEAR = "2024",
        PAGES = "374-384",
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@inproceedings{bb106919,
        AUTHOR = "Mehl, L. and Bruhn, A. and Gross, M. and Schroers, C.",
        TITLE = "Stereo Conversion with Disparity-Aware Warping, Compositing and
Inpainting",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "4248-4257",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490comp2.html#TT103609"}

@inproceedings{bb106920,
        AUTHOR = "Liu, X.Y. and Liu, M. and Li, J. and Liu, S. and Wang, X.T. and Lei, L. and Zuo, W.M.",
        TITLE = "Beyond Image Borders: Learning Feature Extrapolation for Unbounded
Image Composition",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "12977-12986",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490comp2.html#TT103610"}

@inproceedings{bb106921,
        AUTHOR = "Lu, S.L. and Liu, Y.Z. and Kong, A.W.K.",
        TITLE = "TF-ICON: Diffusion-Based Training-Free Cross-Domain Image Composition",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "2294-2305",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490comp2.html#TT103611"}

@inproceedings{bb106922,
        AUTHOR = "Liu, N. and Du, Y.L. and Li, S. and Tenenbaum, J.B. and Torralba, A.",
        TITLE = "Unsupervised Compositional Concepts Discovery with Text-to-Image
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        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "2085-2095",
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@inproceedings{bb106923,
        AUTHOR = "Bahmani, S. and Park, J.J. and Paschalidou, D. and Yan, X.G. and Wetzstein, G. and Guibas, L.J. and Tagliasacchi, A.",
        TITLE = "CC3D: Layout-Conditioned Generation of Compositional 3D Scenes",
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        YEAR = "2023",
        PAGES = "7137-7147",
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@inproceedings{bb106924,
        AUTHOR = "Ku, W.F. and Siu, W.C. and Cheng, X. and Chan, H.A.",
        TITLE = "Intelligent Painter: Picture Composition with Resampling Diffusion
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        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "2255-2259",
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@inproceedings{bb106925,
        AUTHOR = "Shi, C.H. and Ni, H. and Li, K. and Han, S.B. and Liang, M.F. and Min, M.R.Q.",
        TITLE = "Exploring Compositional Visual Generation with Latent Classifier
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        BOOKTITLE = GCV23,
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@inproceedings{bb106926,
        AUTHOR = "Sheng, Y.C. and Zhang, J.M. and Philip, J. and Hold Geoffroy, Y. and Sun, X. and Zhang, H. and Ling, L. and Benes, B.",
        TITLE = "PixHt-Lab: Pixel Height Based Light Effect Generation for Image
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@inproceedings{bb106927,
        AUTHOR = "Zhu, S. and Lin, Z. and Cohen, S. and Kuen, J. and Zhang, Z.F. and Chen, C.",
        TITLE = "TopNet: Transformer-Based Object Placement Network for Image
Compositing",
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@inproceedings{bb106928,
        AUTHOR = "Zhu, S. and Lin, Z. and Cohen, S. and Kuen, J. and Zhang, Z.F. and Chen, C.",
        TITLE = "GALA: Toward Geometry-and-Lighting-Aware Object Search for Compositing",
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        YEAR = "2022",
        PAGES = "XXVII:676-692",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490comp2.html#TT103618"}

@inproceedings{bb106929,
        AUTHOR = "Liu, N. and Li, S. and Du, Y.L. and Torralba, A. and Tenenbaum, J.B.",
        TITLE = "Compositional Visual Generation with Composable Diffusion Models",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XVII:423-439",
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@inproceedings{bb106930,
        AUTHOR = "Sheng, Y.C. and Zhang, J.M. and Benes, B.",
        TITLE = "SSN: Soft Shadow Network for Image Compositing",
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        YEAR = "2021",
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@inproceedings{bb106931,
        AUTHOR = "Zhang, H. and Zhang, J.M. and Perazzi, F. and Lin, Z. and Patel, V.M.",
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@inproceedings{bb106932,
        AUTHOR = "Zhan, F.N. and Lu, S.J. and Zhang, C.G. and Ma, F.Y. and Xie, X.S.",
        TITLE = "Adversarial Image Composition with Auxiliary Illumination",
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@inproceedings{bb106933,
        AUTHOR = "Li, Y.C. and Huang, Z.J. and Sun, J.",
        TITLE = "An Efficient Encoding Method for Video Compositing in HEVC",
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@inproceedings{bb106934,
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@inproceedings{bb106935,
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@string{CV-Online = "CVonline: Occlusion Understanding and Recovery"}

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@inproceedings{bb106960,
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        YEAR = "2005",
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@article{bb106961,
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Occlusive Preimages",
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@inproceedings{bb106962,
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@article{bb106963,
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Using Bounded Search Space",
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        NUMBER = "V6",
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",
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@article{bb106964,
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        TITLE = "Analysis of Iterative Methods for Solving a Ginzburg-Landau Equation",
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@inproceedings{bb106965,
        AUTHOR = "Grossauer, H. and Scherzer, O.",
        TITLE = "Using the Complex Ginzburg-Landau Equation for Digital Inpainting in 2D
and 3D",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490.html#TT103655"}

@inproceedings{bb106966,
        AUTHOR = "Grossauer, H.",
        TITLE = "A Combined PDE and Texture Synthesis Approach to Inpainting",
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        PAGES = "Vol II: 214-224",
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@article{bb106967,
        AUTHOR = "Rares, A. and Reinders, M.J.T. and Biemond, J.",
        TITLE = "Constrained Texture Restoration",
        JOURNAL = JASP,
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        NUMBER = "17",
        PAGES = "2758-277",
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@article{bb106968,
        AUTHOR = "Calvetti, D. and Sgallari, F. and Somersalo, E.",
        TITLE = "Image inpainting with structural bootstrap priors",
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@article{bb106969,
        AUTHOR = "Auclair Fortier, M.F. and Ziou, D.",
        TITLE = "A Global Approach for Solving Evolutive Heat Transfer for Image
Denoising and Inpainting",
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        PAGES = "2558-2574",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490.html#TT103659"}

@article{bb106970,
        AUTHOR = "Barcelos, C.A.Z. and Batista, M.A.",
        TITLE = "Image restoration using digital inpainting and noise removal",
        JOURNAL = IVC,
        VOLUME = "25",
        YEAR = "2007",
        NUMBER = "1",
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        PAGES = "61-69",
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@article{bb106971,
        AUTHOR = "Chiewchanwattana, S. and Lursinsap, C. and Chu, C.H.H.",
        TITLE = "Imputing incomplete time-series data based on varied-window similarity
measure of data sequences",
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        MONTH = "July",
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@article{bb106972,
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        TITLE = "Review and Preview:
Disocclusion by Inpainting for Image-Based Rendering",
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        MONTH = "July",
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@article{bb106973,
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        TITLE = "Spatiotemporal Inpainting for Recovering Texture Maps of Occluded
Building Facades",
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        MONTH = "September",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490.html#TT103663"}

@inproceedings{bb106974,
        AUTHOR = "Korah, T. and Rasmussen, C.",
        TITLE = "Improving Spatiotemporal Inpainting with Layer Appearance Models",
        BOOKTITLE = ISVC06,
        YEAR = "2006",
        PAGES = "II: 718-730",
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@inproceedings{bb106975,
        AUTHOR = "Korah, T. and Rasmussen, C.",
        TITLE = "PCA-Based Recognition for Efficient Inpainting",
        BOOKTITLE = ACCV06,
        YEAR = "2006",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490.html#TT103665"}

@inproceedings{bb106976,
        AUTHOR = "Rasmussen, C. and Korah, T.",
        TITLE = "Spatiotemporal Inpainting for Recovering Texture Maps of Partially
Occluded Building Facades",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe490.html#TT103666"}

@inproceedings{bb106977,
        AUTHOR = "Korah, T. and Rasmussen, C.",
        TITLE = "Analysis of Building Textures for Reconstructing Partially Occluded
Facades",
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@article{bb106978,
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@article{bb106979,
        AUTHOR = "Xiong, Z.W. and Sun, X.Y. and Wu, F.",
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        AUTHOR = "Xiong, Z.W. and Sun, X.Y. and Wu, F. and Li, S.P.",
        TITLE = "Image Coding with Parameter-Assistant Inpainting",
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        YEAR = "2007",
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@article{bb106982,
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        TITLE = "Fast Image Inpainting Based on Coherence Transport",
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@inproceedings{bb106985,
        AUTHOR = "Komodakis, N.",
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@article{bb106986,
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@inproceedings{bb106987,
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@article{bb106993,
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@inproceedings{bb106994,
        AUTHOR = "Kluzner, V. and Wolansky, G. and Zeevi, Y.Y.",
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@article{bb106995,
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@article{bb106996,
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@article{bb106997,
        AUTHOR = "Hladky, R.K. and Pauls, S.D.",
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Neuro-Biological Image Completion Model",
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@article{bb106998,
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@article{bb106999,
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