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1.Implicit U-KAN2.0: Dynamic, Efficient and Interpretable Medical Image Segmentation

Cheng, CW, Zhao, YN, More...

Cheng, CW, Zhao, YN, Cheng, YQ, Montoya-Zegarra, JA, Schönlieb, CB, Aviles-Rivero, A, Gee, JC, Alexander, DC, Hong, J, Iglesias, JE, Sudre, CH, Venkataraman, A, Golland, P, Kim, JH, Park, J Less

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XI[0302-9743], Published 2026, Volume 15970, Pages 304-314

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2.Mamba neural operator: Who wins? transformers vs. state-space models for PDEs

Cheng, CW, Huang, JH More...

Cheng, CW, Huang, JH, Zhang, Y, Yang, G, Schönlieb, CB, Aviles-Rivero, AI Less

JOURNAL OF COMPUTATIONAL PHYSICS[0021-9991], Published 2026, Volume 548,

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WOS核心合集引用: 6  2025影响因子:  3.9  期刊收录情况 找找相关文章  PlumX Metrics

3.From Coarse to Continuous: Progressive Refinement Implicit Neural Representation for Motion-Robust Anisotropic MRI Reconstruction

Zhang, ZX, Zhang, LP More...

Zhang, ZX, Zhang, LP, Cheng, YQ, Wang, Z, Wang, FW, Zhang, HS, Yang, Y, Wu, YZ, Huang, JH, Aviles-Rivero, AI, Gao, ZF, Yang, G, Lally, PJ Less

IEEE TRANSACTIONS ON IMAGE PROCESSING[1057-7149], Published 2026, Volume 35, Pages 3550-3565

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WOS核心合集引用: 0  2025影响因子:  15.3  期刊收录情况 找找相关文章  PlumX Metrics

4.MF²MR²: Multi-frequency fusion for accelerated multi-contrast MRI reconstruction

Zou, J, Liu, LQ, Xin More...

Zou, J, Liu, LQ, Xing, XH, Aviles-Rivero, AI, Wang, SJ, Qin, J Less

EXPERT SYSTEMS WITH APPLICATIONS[0957-4174], Published 2026, Volume 328,

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WOS核心合集引用: 0  2025影响因子:  9.4  期刊收录情况 找找相关文章  PlumX Metrics

5.Moving Beyond Functional Connectivity: Time-Series Modeling for fMRI-Based Brain Disorder Classification

Yu, GQ, Hu, XW, Avil More...

Yu, GQ, Hu, XW, Aviles-Rivero, AI, Qiu, AQ, Wang, SJ Less

IEEE TRANSACTIONS ON MEDICAL IMAGING[0278-0062], Published 2026, Volume 45, Issue 6, Pages 2764-2779

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WOS核心合集引用: 0  2025影响因子:  12.4  期刊收录情况 找找相关文章  PlumX Metrics

6.DiffMIC-v2: Medical Image Classification via Improved Diffusion Network

Yang, YJ, Fu, HZ, Av More...

Yang, YJ, Fu, HZ, Aviles-Rivero, AI, Xing, ZH, Zhu, L Less

IEEE TRANSACTIONS ON MEDICAL IMAGING[0278-0062], Published 2025, Volume 44, Issue 5, Pages 2244-2255

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WOS核心合集引用: 26  2025影响因子:  12.4  发表年影响因子:  12.4  期刊收录情况 找找相关文章  PlumX Metrics

7.Learning Task-Specific Sampling Strategy for Sparse-View CT Reconstruction

Yang, LT, Huang, JH, More...

Yang, LT, Huang, JH, Fang, YY, Aviles-Rivero, A, Schönlieb, CB, Zhang, DQ, Yang, G Less

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT[0018-9456], Published 2025, Volume 74,

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WOS核心合集引用: 2  2025影响因子:  7.0  发表年影响因子:  7.0  期刊收录情况 找找相关文章  PlumX Metrics

8.Motion Constrained Point Cloud Matching for Maritime Tracking

Dalhaug, N, Baerveld More...

Dalhaug, N, Baerveldt, M, Aviles-Rivero, AI, Schönlieb, CB, Stahl, A, Mester, R, Brekke, EF Less

IEEE ACCESS[2169-3536], Published 2025, Volume 13, Pages 111354-111371

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WOS核心合集引用: 1  2025影响因子:  4.2  发表年影响因子:  4.2  期刊收录情况 找找相关文章  PlumX Metrics

9.Semi-supervised Video Desnowing Network via Temporal Decoupling Experts and Distribution-Driven Contrastive Regularization

Wu, HT, Yang, YJ, Av More...

Wu, HT, Yang, YJ, Aviles-Rivero, AI, Ren, JJ, Chen, SX, Chen, HY, Zhu, L, Leonardis, A, Ricci, E, Roth, S, Russakovsky, O, Sattler, T, Varol, G Less

COMPUTER VISION - ECCV 2024, PT X[0302-9743], Published 2025, Volume 15068, Pages 70-89

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WOS核心合集引用: 15  期刊收录情况 找找相关文章  PlumX Metrics

10.TrafficCAM: A Versatile Dataset for Traffic Flow Segmentation

Deng, ZY, Cheng, YQ, More...

Deng, ZY, Cheng, YQ, Liu, LH, Wang, SJ, Ke, RH, Schonlieb, CB, Aviles-Rivero, AI Less

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS[1524-9050], Published 2025, Volume 26, Issue 2, Pages 2747-2759

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WOS核心合集引用: 1  2025影响因子:  9.1  发表年影响因子:  9.1  期刊收录情况 找找相关文章  PlumX Metrics

11.Contrastive Registration for Unsupervised Medical Image Segmentation

Liu, LH, Aviles-Rive More...

Liu, LH, Aviles-Rivero, AI, Schonlieb, CB Less

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS[2162-237X], Published 2025, Volume 36, Issue 1, Pages 147-159

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WOS核心合集引用: 33  2025影响因子:  9.7  发表年影响因子:  9.7  期刊收录情况 找找相关文章  PlumX Metrics

12.Where Do We Stand with Implicit Neural Representations? A Technical and Performance Survey

Essakine, Amer, Chen More...

Essakine, Amer, Cheng, Yanqi, Cheng, Chun-Wun, Zhang, Lipei, Deng, Zhongying, Zhu, Lei, Schönlieb, Carola-Bibiane, Aviles-Rivero, Angelica I Less

Transactions on Machine Learning Research (TMLR)[2835-8856], Published 2025,

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13.ReFocus: Reinforcing Mid-Frequency and Key-Frequency Modeling for Multivariate Time Series Forecasting

Yu, Guoqi, Li, Yaomi More...

Yu, Guoqi, Li, Yaoming, Wang, Juncheng, Guo, Xiaoyu, Aviles-Rivero, Angelica I, Yang, Tong, Wang, Shujun Less

arXiv preprint, Published 2025,

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14.Enhancing Brain Age Prediction and Neurodegeneration Detection with Contrastive Learning on Regional Biomechanical Properties

Träuble, Jakob, Hisc More...

Träuble, Jakob, Hiscox, Lucy, Johnson, Curtis, Aviles-Rivero, Angelica, Schönlieb, Carola-Bibiane, Schierle, Gabriele Kaminski Less

bioRxiv, Published 2025,

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15.D2SA: Dual-Stage Distribution and Slice Adaptation for Efficient Test-Time Adaptation in MRI Reconstruction

Zhang, Lipei, Sun, R More...

Zhang, Lipei, Sun, Rui, Deng, Zhongying, Cheng, Yanqi, Schönlieb, Carola-Bibiane, Aviles-Rivero, Angelica I Less

Advances in Neural Information Processing Systems (NeurIPS), Published 2025,

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16.RSFR: A Coarse-to-Fine Reconstruction Framework for Diffusion Tensor Cardiac MRI with Semantic-Aware Refinement

Huang, Jiahao, Wang, More...

Huang, Jiahao, Wang, Fanwen, Ferreira, Pedro F, Zhang, Haosen, Wu, Yinzhe, Gao, Zhifan, Zhu, Lei, Aviles-Rivero, Angelica I, Schonlieb, Carola-Bibiane, Scott, Andrew D Less

arXiv preprint, Published 2025,

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17.Brain Foundation Models with Hypergraph Dynamic Adapter for Brain Disease Analysis

Deng, Zhongying, Wan More...

Deng, Zhongying, Wang, Haoyu, Huang, Ziyan, Zhang, Lipei, Aviles-Rivero, Angelica I, Liu, Chaoyu, He, Junjun, Kourtzi, Zoe, Schönlieb, Carola-Bibiane Less

arXiv preprint, Published 2025,

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18.Deep Spectral Prior

Cheng, Yanqi, Zhao, More...

Cheng, Yanqi, Zhao, Xuxiang, Zeng, Tieyong, Lio, Pietro, Schönlieb, Carola-Bibiane, Aviles-Rivero, Angelica I Less

arXiv preprint, Published 2025,

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19.A Sliding Layer Merging Method for Efficient Depth-Wise Pruning in LLMs

Ding, Xuan, Sun, Rui More...

Ding, Xuan, Sun, Rui, Zhang, Yunjian, Yan, Xiu, Zhou, Yueqi, Huang, Kaihao, Fu, Suzhong, Aviles-Rivero, Angelica I, Xie, Chuanlong, Zhu, Yao Less

arXiv preprint, Published 2025,

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20.From Coarse to Continuous: Progressive Refinement Implicit Neural Representation for Motion-Robust Anisotropic MRI Reconstruction

Zhang, Zhenxuan, Zha More...

Zhang, Zhenxuan, Zhang, Lipei, Cheng, Yanqi, Wang, Zi, Wang, Fanwen, Zhang, Haosen, Yang, Yue, Wu, Yinzhe, Huang, Jiahao, Aviles-Rivero, Angelica I Less

arXiv preprint, Published 2025,

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