INDIGO+: A Unified INN-Guided Probabilistic Diffusion Algorithm for Blind and Non-Blind Image Restoration.

Di You

Di You Pier Luigi Dragotti INDIGO+: A Unified INN-Guided Probabilistic Diffusion Algorithm for Blind and Non-Blind Image Restoration. 2025 January abs/2501.14014 CoRR https://doi.org/10.48550/arXiv.2501.14014 db/journals/corr/corr2501.html#abs-2501-14014 streams/journals/corr

Jiakang Chen Selim F. Yilmaz Di You Pier Luigi Dragotti Deniz Gündüz SING: Semantic Image Communications using Null-Space and INN-Guided Diffusion Models. 2025 March abs/2503.12484 CoRR https://doi.org/10.48550/arXiv.2503.12484 db/journals/corr/corr2503.html#abs-2503-12484 streams/journals/corr

Di You Daniel Siromani Pier Luigi Dragotti LatentINDIGO: An INN-Guided Latent Diffusion Algorithm for Image Restoration. 2025 May abs/2505.12935 CoRR https://doi.org/10.48550/arXiv.2505.12935 db/journals/corr/corr2505.html#abs-2505-12935 streams/journals/corr

Di You Pier Luigi Dragotti INDIGO+: A Unified INN-Guided Probabilistic Diffusion Algorithm for Blind and Non-Blind Image Restoration. 1108-1122 2024 September 18 IEEE J. Sel. Top. Signal Process. 6 https://doi.org/10.1109/JSTSP.2024.3454957 db/journals/jstsp/jstsp18.html#YouD24 streams/journals/jstsp

Di You Kyumin Lee Context-Aware Diffusion-based Sequential Recommendation. 670-679 2024 IEEE Big Data https://doi.org/10.1109/BigData62323.2024.10826051 conf/bigdataconf/2024 db/conf/bigdataconf/bigdataconf2024.html#YouL24 Shuokang Huang Kaihan Li Di You Yichong Chen Arvin Lin Siying Liu Xiaohui Li Julie A. McCann WiMANS: A Benchmark Dataset for WiFi-Based Multi-user Activity Sensing. 72-91 2024 ECCV (42) https://doi.org/10.1007/978-3-031-72946-1_5 conf/eccv/2024-42 db/conf/eccv/eccv2024-42.html#HuangLYCLLLM24 streams/conf/eccv Di You Kyumin Lee Alleviating Confounding Effects with Contrastive Learning in Recommendation. 465-480 2024 ECIR (2) https://doi.org/10.1007/978-3-031-56060-6_30 conf/ecir/2024-2 db/conf/ecir/ecir2024-2.html#YouL24 Jiakang Chen Di You Deniz Gündüz Pier Luigi Dragotti CommIN: Semantic Image Communications as an Inverse Problem with INN-Guided Diffusion Models. 6675-6679 2024 ICASSP https://doi.org/10.1109/ICASSP48485.2024.10448462 conf/icassp/2024 db/conf/icassp/icassp2024.html#ChenYGD24 Daniel Siromani Di You Pier Luigi Dragotti A Hallucination Metric and Correction Scheme for Diffusion-Based Image Restoration. 1-6 2024 MLSP https://doi.org/10.1109/MLSP58920.2024.10734729 conf/mlsp/2024 db/conf/mlsp/mlsp2024.html#SiromaniYD24 streams/conf/mlsp

Shuokang Huang Kaihan Li Di You Yichong Chen Arvin Lin Siying Liu Xiaohui Li Julie A. McCann WiMANS: A Benchmark Dataset for WiFi-based Multi-user Activity Sensing. 2024 abs/2402.09430 CoRR https://doi.org/10.48550/arXiv.2402.09430 db/journals/corr/corr2402.html#abs-2402-09430

Di You Shixin Wang 0001 Futao Wang Yi Zhou 0001 Zhenqing Wang Yanchao Wang Jingming Wang Yibing Xiong Jianwan Ji Monitoring and Analyzing the Effectiveness of the Effective Refuge Area of Emergency Shelters by Using Remote Sensing: A Case Study of Beijing's Fifth Ring Road. 3646 2023 July 15 Remote. Sens. 14 https://doi.org/10.3390/rs15143646 db/journals/remotesensing/remotesensing15.html#YouWWZWWWXJ23

Xiao Zhang Zhisheng You Jiangping Zhu Di You Peng Cheng 0006 End-To-End Phase Retrieval from Single-Shot Fringe Image for 3D Face Reconstruction. 213-223 2023 ICIG (3) https://doi.org/10.1007/978-3-031-46311-2_18 conf/icig/2023-3 db/conf/icig/icig2023-3.html#ZhangYZYC23 Di You Andreas Floros 0002 Pier Luigi Dragotti INDigo: An INN-Guided Probabilistic Diffusion Algorithm for Inverse Problems. 1-6 2023 MMSP https://doi.org/10.1109/MMSP59012.2023.10337733 conf/mmsp/2023 db/conf/mmsp/mmsp2023.html#YouFD23

Di You Andreas Floros 0002 Pier Luigi Dragotti INDigo: An INN-Guided Probabilistic Diffusion Algorithm for Inverse Problems. 2023 abs/2306.02949 CoRR https://doi.org/10.48550/arXiv.2306.02949 db/journals/corr/corr2306.html#abs-2306-02949

Jiakang Chen Di You Deniz Gündüz Pier Luigi Dragotti CommIN: Semantic Image Communications as an Inverse Problem with INN-Guided Diffusion Models. 2023 abs/2310.01130 CoRR https://doi.org/10.48550/arXiv.2310.01130 db/journals/corr/corr2310.html#abs-2310-01130

Di You Shixin Wang 0001 Futao Wang Yi Zhou 0001 Zhenqing Wang Jingming Wang Yibing Xiong EfficientUNet+: A Building Extraction Method for Emergency Shelters Based on Deep Learning. 2207 2022 14 Remote. Sens. 9 https://doi.org/10.3390/rs14092207 db/journals/remotesensing/remotesensing14.html#YouWWZWWX22

Yibing Xiong Yi Zhou 0001 Futao Wang Shixin Wang 0001 Zhenqing Wang Jianwan Ji Jingming Wang Weijie Zou Di You Gang Qin A Novel Intelligent Method Based on the Gaussian Heatmap Sampling Technique and Convolutional Neural Network for Landslide Susceptibility Mapping. 2866 2022 14 Remote. Sens. 12 https://doi.org/10.3390/rs14122866 https://www.wikidata.org/entity/Q114026863 db/journals/remotesensing/remotesensing14.html#XiongZWWWJWZYQ22

Jiangping Zhu Changhui Zhu Pei Zhou Zhoumiao He Di You An Optimizing Diffusion Kernel-Based Binary Encoding Strategy With Genetic Algorithm for Fringe Projection Profilometry. 1-8 2022 71 IEEE Trans. Instrum. Meas. https://doi.org/10.1109/TIM.2022.3168900 db/journals/tim/tim71.html#ZhuZZHY22

Di You Thanh Tran 0005 Kyumin Lee Multi-Behavior Recommendation with Hyperbolic Geometry. 1750-1759 2022 IEEE Big Data https://doi.org/10.1109/BigData55660.2022.10020616 conf/bigdataconf/2022 db/conf/bigdataconf/bigdataconf2022.html#YouTL22

Di You Fenglin Liu Shen Ge Xiaoxia Xie Jing Zhang Xian Wu 0001 AlignTransformer: Hierarchical Alignment of Visual Regions and Disease Tags for Medical Report Generation. 2022 abs/2203.10095 CoRR https://doi.org/10.48550/arXiv.2203.10095 db/journals/corr/corr2203.html#abs-2203-10095

Wenjing Hu Xueyi Zhang 0002 Huihui Geng Ting Gao Liwei Shi Di You Electromagnetic Design and Flux Regulation Analysis of New Hybrid Excitation Generator for Electric Vehicle Range Extender. 5547517:1-5547517:13 2021 2021 J. Electr. Comput. Eng. https://doi.org/10.1155/2021/5547517 db/journals/jece/jece2021.html#HuZGGSY21

Di You Jian Zhang 0018 Jingfen Xie Bin Chen 0006 Siwei Ma 0001 COAST: COntrollable Arbitrary-Sampling NeTwork for Compressive Sensing. 6066-6080 2021 30 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2021.3091834 db/journals/tip/tip30.html#YouZXCM21

Di You Jingfen Xie Jian Zhang 0018 ISTA-NET<sup>++</sup>: Flexible Deep Unfolding Network for Compressive Sensing. 1-6 2021 ICME https://doi.org/10.1109/ICME51207.2021.9428249 conf/icmcs/2021 db/conf/icmcs/icme2021.html#YouXZ21 Di You Fenglin Liu Shen Ge Xiaoxia Xie Jing Zhang Xian Wu 0001 AlignTransformer: Hierarchical Alignment of Visual Regions and Disease Tags for Medical Report Generation. 72-82 2021 MICCAI (3) https://doi.org/10.1007/978-3-030-87199-4_7 conf/miccai/2021-3 db/conf/miccai/miccai2021-3.html#YouLGXZW21

Di You Jingfen Xie Jian Zhang 0018 ISTA-Net++: Flexible Deep Unfolding Network for Compressive Sensing. 2021 abs/2103.11554 CoRR https://arxiv.org/abs/2103.11554 db/journals/corr/corr2103.html#abs-2103-11554

Ren Yang Radu Timofte Jing Liu 0031 Yi Xu 0003 Xinjian Zhang Minyi Zhao Shuigeng Zhou Kelvin C. K. Chan Shangchen Zhou Xiangyu Xu 0002 Chen Change Loy Xin Li 0106 Fanglong Liu He Zheng Lielin Jiang Qi Zhang 0029 Dongliang He Fu Li 0003 Qingqing Dang Yibin Huang Matteo Maggioni Zhongqian Fu Shuai Xiao Cheng Li 0009 Thomas Tanay Fenglong Song Wentao Chao Qiang Guo Yan Liu 0004 Jiang Li Xiaochao Qu Dewang Hou Jiayu Yang Lyn Jiang Di You Zhenyu Zhang 0005 Chong Mou Iaroslav Koshelev Pavel Ostyakov Andrey Somov Jia Hao 0005 Xueyi Zou Shijie Zhao 0001 Xiaopeng Sun Yiting Liao Yuanzhi Zhang Qing Wang 0006 Gen Zhan Mengxi Guo Junlin Li Ming Lu 0003 Zhan Ma 0001 Pablo Navarrete Michelini Hai Wang 0020 Yiyun Chen Jingyu Guo Liliang Zhang Wenming Yang Sijung Kim Syehoon Oh Yucong Wang Minjie Cai Wei Hao Kangdi Shi Liangyan Li Jun Chen 0005 Wei Gao 0003 Wang Liu 0001 Xiaoyu Zhang 0002 Linjie Zhou Sixin Lin Ru Wang NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Methods and Results. 2021 abs/2104.10781 CoRR https://arxiv.org/abs/2104.10781 db/journals/corr/corr2104.html#abs-2104-10781

Di You Jian Zhang 0018 Jingfen Xie Bin Chen 0006 Siwei Ma 0001 COAST: COntrollable Arbitrary-Sampling NeTwork for Compressive Sensing. 2021 abs/2107.07225 CoRR https://arxiv.org/abs/2107.07225 db/journals/corr/corr2107.html#abs-2107-07225

Shenggui Ling Ye Lin Keren Fu Di You Peng Cheng 0006 A High-Performance Face Illumination Processing Method via Multi-Stage Feature Maps. 4869 2020 20 Sensors 17 https://doi.org/10.3390/s20174869 https://www.wikidata.org/entity/Q98884378 db/journals/sensors/sensors20.html#LingLFYP20

Thanh Tran 0005 Di You Kyumin Lee Quaternion-Based Self-Attentive Long Short-term User Preference Encoding for Recommendation. 1455-1464 2020 CIKM https://doi.org/10.1145/3340531.3411926 conf/cikm/2020 db/conf/cikm/cikm2020.html#TranYL20

Di You Nguyen Vo Kyumin Lee Qiang Liu Attributed Multi-Relational Attention Network for Fact-checking URL Recommendation. 2020 abs/2001.02214 CoRR http://arxiv.org/abs/2001.02214 db/journals/corr/corr2001.html#abs-2001-02214

Thanh Tran 0005 Di You Kyumin Lee Quaternion-Based Self-Attentive Long Short-Term User Preference Encoding for Recommendation. 2020 abs/2008.13335 CoRR https://arxiv.org/abs/2008.13335 db/journals/corr/corr2008.html#abs-2008-13335

Wen Zhang 0009 Yang Feng 0004 Fandong Meng Di You Qun Liu 0001 Bridging the Gap between Training and Inference for Neural Machine Translation. 4334-4343 2019 ACL (1) https://doi.org/10.18653/v1/p19-1426 https://aclanthology.org/P19-1426/ conf/acl/2019-1 db/conf/acl/acl2019-1.html#ZhangFMYL19 Jun Lin Glenna Tremblay-Taylor Guanyi Mou Di You Kyumin Lee Detecting Fake News Articles. 3021-3025 2019 IEEE BigData https://doi.org/10.1109/BigData47090.2019.9005980 conf/bigdataconf/2019 db/conf/bigdataconf/bigdataconf2019.html#LinTMYL19 Di You Nguyen Vo Kyumin Lee Qiang Liu Attributed Multi-Relational Attention Network for Fact-checking URL Recommendation. 1471-1480 2019 CIKM https://doi.org/10.1145/3357384.3358006 conf/cikm/2019 db/conf/cikm/cikm2019.html#YouVLL19 Haiyang Xue Yang Feng 0004 Di You Wen Zhang 0009 Jingyu Li Neural Machine Translation with Bilingual History Involved Attention. 265-275 2019 NLPCC (2) https://doi.org/10.1007/978-3-030-32236-6_23 conf/nlpcc/2019-2 db/conf/nlpcc/nlpcc2019-2.html#XueFYZL19 Wenda Zhao 0003 Weiling Yin Di You Dong Wang 0004 Local Binary Pattern Metric-Based Multi-focus Image Fusion. 31-40 2019 Cognitive Internet of Things https://doi.org/10.1007/978-3-030-04946-1_4 series/sci/810 db/series/sci/sci810.html#ZhaoYY019

Wen Zhang 0009 Yang Feng 0004 Fandong Meng Di You Qun Liu 0001 Bridging the Gap between Training and Inference for Neural Machine Translation. 2019 abs/1906.02448 CoRR http://arxiv.org/abs/1906.02448 db/journals/corr/corr1906.html#abs-1906-02448

Yanfeng Gu Qingwang Wang Hong Wang Di You Ye Zhang 0008 Multiple Kernel Learning via Low-Rank Nonnegative Matrix Factorization for Classification of Hyperspectral Imagery. 2739-2751 2015 8 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 https://doi.org/10.1109/JSTARS.2014.2362116 db/journals/staeors/staeors8.html#GuWWY015

Yanfeng Gu Guoming Gao Deshan Zuo Di You Model Selection and Classification With Multiple Kernel Learning for Hyperspectral Images via Sparsity. 2119-2130 2014 7 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 https://doi.org/10.1109/JSTARS.2014.2318181 db/journals/staeors/staeors7.html#GuGZY14

Di You Carlos Fabian Benitez-Quiroz Aleix M. Martinez Multiobjective Optimization for Model Selection in Kernel Methods in Regression. 1879-1893 2014 25 IEEE Trans. Neural Networks Learn. Syst. 10 https://doi.org/10.1109/TNNLS.2013.2297686 https://www.wikidata.org/entity/Q36826943 db/journals/tnn/tnn25.html#YouBM14

Heng-Tze Cheng Martin L. Griss Paul Davis Jianguo Li Di You Towards zero-shot learning for human activity recognition using semantic attribute sequence model. 355-358 2013 UbiComp https://doi.org/10.1145/2493432.2493511 conf/huc/2013 db/conf/huc/ubicomp2013.html#ChengGDLY13 Heng-Tze Cheng Feng-Tso Sun Martin L. Griss Paul Davis Jianguo Li Di You NuActiv: recognizing unseen new activities using semantic attribute-based learning. 361-374 2013 MobiSys https://doi.org/10.1145/2462456.2464438 conf/mobisys/2013 db/conf/mobisys/mobisys2013.html#ChengSGDLY13

Yanfeng Gu Chen Wang Di You Yuhang Zhang 0002 Shizhe Wang Ye Zhang 0008 Representative Multiple Kernel Learning for Classification in Hyperspectral Imagery. 2852-2865 2012 50 IEEE Trans. Geosci. Remote. Sens. 7 https://doi.org/10.1109/TGRS.2011.2176341 db/journals/tgrs/tgrs50.html#GuWYZWZ12

Di You Onur C. Hamsici Aleix M. Martinez Kernel Optimization in Discriminant Analysis. 631-638 2011 33 IEEE Trans. Pattern Anal. Mach. Intell. 3 https://doi.org/10.1109/TPAMI.2010.173 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2010.173 https://www.wikidata.org/entity/Q35146612 db/journals/pami/pami33.html#YouHM11

Di You Aleix M. Martinez Bayes optimal kernel discriminant analysis. 3533-3538 2010 CVPR https://doi.org/10.1109/CVPR.2010.5539952 https://doi.ieeecomputersociety.org/10.1109/CVPR.2010.5539952 conf/cvpr/2010 db/conf/cvpr/cvpr2010.html#YouM10 Carlos F. Benitez-QuirozCarlos Fabian Benitez-Quiroz Minjie Cai Kelvin C. K. Chan Wentao Chao Bin Chen 0006 Jiakang Chen Jun Chen 0005 Yichong Chen Yiyun Chen Heng-Tze Cheng Peng Cheng 0006 Qingqing Dang Paul Davis Pier Luigi Dragotti Yang Feng 0004 Andreas Floros 0002 Keren Fu Zhongqian Fu Guoming Gao Ting Gao Wei Gao 0003 Shen Ge Huihui Geng Martin L. Griss Yanfeng Gu Deniz Gündüz Jingyu Guo Mengxi Guo Qiang Guo Onur C. Hamsici Jia Hao 0005 Wei Hao Dongliang He Zhoumiao He Dewang Hou Wenjing Hu Shuokang Huang Yibin Huang Jianwan Ji Lielin Jiang Lyn Jiang Sijung Kim Iaroslav Koshelev Kyumin Lee Cheng Li 0009 Fu Li 0003 Jiang Li Jianguo Li Jingyu Li Junlin Li Kaihan Li Liangyan Li Xiaohui Li Xin Li 0106 Yiting Liao Arvin Lin Jun Lin Sixin Lin Ye Lin Shenggui Ling Fanglong Liu Fenglin Liu Jing Liu 0031 Qiang Liu Qun Liu 0001 Siying Liu Wang Liu 0001 Yan Liu 0004 Chen Change Loy Ming Lu 0003 Siwei Ma 0001 Zhan Ma 0001 Matteo Maggioni Aleix MartinezAleix M. Martinez Julie A. McCann Fandong Meng Pablo Navarrete Michelini Chong Mou Guanyi Mou Syehoon Oh Pavel Ostyakov Gang Qin Xiaochao Qu Kangdi Shi Liwei Shi Daniel Siromani Andrey Somov Fenglong Song Feng-Tso Sun Xiaopeng Sun Thomas Tanay Radu Timofte Thanh Tran 0005 Glenna Tremblay-Taylor Nguyen Vo Chen Wang Dong Wang 0004 Futao Wang Hai Wang 0020 Hong Wang Jingming Wang Qing Wang 0006 Qingwang Wang Ru Wang Shixin Wang 0001 Shizhe Wang Yanchao Wang Yucong Wang Zhenqing Wang Xian Wu 0001 Shuai Xiao Jingfen Xie Xiaoxia Xie Yibing Xiong Xiangyu Xu 0002 Yi Xu 0003 Haiyang Xue Jiayu Yang Ren Yang Wenming Yang Selim F. Yilmaz Weiling Yin Zhisheng You Gen Zhan Jian Zhang 0018 Jing Zhang Liliang Zhang Qi Zhang 0029 Wen Zhang 0009 Xiao Zhang Xiaoyu Zhang 0002 Xinjian Zhang Xueyi Zhang 0002 Ye Zhang 0008 Yuanzhi Zhang Yuhang Zhang 0002 Zhenyu Zhang 0005 Minyi Zhao Shijie Zhao 0001 Wenda Zhao 0003 He Zheng Linjie Zhou Pei Zhou Shangchen Zhou Shuigeng Zhou Yi Zhou 0001 Changhui Zhu Jiangping Zhu Weijie Zou Xueyi Zou Deshan Zuo