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Cross-Architecture Knowledge Distillation

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  1. Article

    Open Access

    Domain Generalization with Small Data

    In this work, we propose to tackle the problem of domain generalization in the context of insufficient samples. Instead of extracting latent feature embeddings based on deterministic models, we propose to learn a...

    Kecheng Chen, Elena Gal, Hong Yan, Haoliang Li in International Journal of Computer Vision (2024)

  2. Article

    Open Access

    Event-Based Non-rigid Reconstruction of Low-Rank Parametrized Deformations from Contours

    Visual reconstruction of fast non-rigid object deformations over time is a challenge for conventional frame-based cameras. In recent years, event cameras have gained significant attention due to their bio-insp...

    Yuxuan Xue, Haolong Li, Stefan Leutenegger in International Journal of Computer Vision (2024)

  3. Article

    Open Access

    Retraction Note: Using hardware counter-based performance model to diagnose scaling issues of HPC applications

    Nan Ding, Shiming Xu, Zhenya Song, Baoquan Zhang in Neural Computing and Applications (2024)

  4. Article

    Correction: Digital human and embodied intelligence for sports science: advancements, opportunities and prospects

    **ang Suo, Weidi Tang, Lijuan Mao, Zhen Li in The Visual Computer (2024)

  5. Article

    Retraction Note: Gray relational clustering model for intelligent guided monitoring horizontal wells

    Haibo Liang, Yuqi Sun, Guoliang Li, ZhengLin Li in Neural Computing and Applications (2024)

  6. Article

    Correction to: HierMDS: a hierarchical multi-document summarization model with global–local document dependencies

    Shuaimin Li, Jungang Xu in Neural Computing and Applications (2024)

  7. Article

    Retraction Note: Fast and robust absolute camera pose estimation with known focal length

    Ming Wei Cao, Wei Jia, Yang Zhao, Shu Jie Li in Neural Computing and Applications (2024)

  8. Article

    Open Access

    Personalized hairstyle and hair color editing based on multi-feature fusion

    In the metaverse era, virtual design of hairstyle becomes very popular for personalized aesthetics. As hair design tasks can be decomposed into hair attribute editing and generation, the development of generat...

    Jiayi Xu, Chenming Zhang, Weikang Zhu, Hongbin Zhang, Li Li in The Visual Computer (2024)

  9. Article

    Open Access

    Few-shot anime pose transfer

    In this paper, we propose a few-shot method for pose transfer of anime characters—given a source image of an anime character and a target pose, we transfer the pose of the target to the source character. Despi...

    Pengjie Wang, Kang Yang, Chengzhi Yuan, Houjie Li, Wen Tang in The Visual Computer (2024)

  10. Article

    Open Access

    HSCNet++: Hierarchical Scene Coordinate Classification and Regression for Visual Localization with Transformer

    Visual localization is critical to many applications in computer vision and robotics. To address single-image RGB localization, state-of-the-art feature-based methods match local descriptors between a query im...

    Shuzhe Wang, Zakaria Laskar, Iaroslav Melekhov in International Journal of Computer Vision (2024)

  11. Article

    Open Access

    Shadow-aware image colorization

    Significant advancements have been made in colorization in recent years, especially with the introduction of deep learning technology. However, challenges remain in accurately colorizing images under certain l...

    **n Duan, Yu Cao, Renjie Zhang, **n Wang, ** Li in The Visual Computer (2024)

  12. Article

    Open Access

    Multi-view GCN for loan default risk prediction

    As a significant application of machine learning in financial scenarios, loan default risk prediction aims to evaluate the client’s default probability. However, most existing deep learning solutions treat eac...

    Zihao Li, Yakun Chen, **anzhi Wang, Lina Yao in Neural Computing and Applications (2024)

  13. Article

    Publisher Correction: FusionDeformer: text-guided mesh deformation using diffusion models

    Hao Xu, Yiqian Wu, **angjun Tang, **g Zhang, Yang Zhang in The Visual Computer (2024)

  14. Article

    Open Access

    Cross-modal learning using privileged information for long-tailed image classification

    The prevalence of long-tailed distributions in real-world data often results in classification models favoring the dominant classes, neglecting the less frequent ones. Current approaches address the issues in ...

    **angxian Li, Yuze Zheng, Haokai Ma, Zhuang Qi, **angxu Meng in Computational Visual Media (2024)

  15. Article

    Correction: HCLR-Net: Hybrid Contrastive Learning Regularization with Locally Randomized Perturbation for Underwater Image Enhancement

    **gchun Zhou, Jiaming Sun, Chongyi Li in International Journal of Computer Vision (2024)

  16. Article

    Retraction Note: Discriminative anisotropic propagation with heat source estimation for robust object tracking

    Yuzhuo Han, Risheng Liu, Guangyu Zhong, **n Fan in Neural Computing and Applications (2024)

  17. Article

    Retraction Note: Reality of virtual damage identification based on neural networks and vibration analysis of a damaged bridge under a moving vehicle

    Chun-bao **ong, Hua-li Lu, **-song Zhu in Neural Computing and Applications (2024)

  18. Article

    Retraction Note: A streak detection approach for comprehensive two-dimensional gas chromatography based on image analysis

    Bo Li, Stephen E. Reichenbach, Qing** Tao in Neural Computing and Applications (2024)

  19. Article

    Open Access

    CTSN: Predicting cloth deformation for skeleton-based characters with a two-stream skinning network

    We present a novel learning method using a two-stream network to predict cloth deformation for skeleton-based characters. The characters processed in our approach are not limited to humans, and can be other ta...

    Yudi Li, Min Tang, Yun Yang, Ruofeng Tong, Shuangcai Yang in Computational Visual Media (2024)

  20. Article

    Open Access

    Delving into high-quality SVBRDF acquisition: A new setup and method

    In this study, we present a new and innovative framework for acquiring high-quality SVBRDF maps. Our approach addresses the limitations of the current methods and proposes a new solution. The core of our metho...

    Chuhua **an, Jiaxin Li, Hao Wu, Zisen Lin, Guiqing Li in Computational Visual Media (2024)

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