Bei Xiao

Most-cited papers

1. Estimating the Material Properties of Fabric from Video

   K. Bouman, Bei Xiao, P. Battaglia, W. Freeman

   2013IEEE International Conference on Computer Vision122 citations Open access

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2. Understanding the role of phase function in translucent appearance

   Ioannis Gkioulekas, Bei Xiao, Shuang Zhao, E. Adelson +2 more

   2013TOGS99 citations Open access

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3. Looking against the light: how perception of translucency depends on lighting direction.

   Bei Xiao, B. Walter, Ioannis Gkioulekas, Todd Zickler +2 more

   2014Journal of Vision88 citations Open access

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4. Estimating mechanical properties of cloth from videos using dense motion trajectories: human psychophysics and machine learning

   Wenyan Bi, Peiran Jin, H. Nienborg, Bei Xiao

   2018bioRxiv54 citations Open access

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5. Towards More Accurate Uncertainty Estimation in Text Classification

   Jianfeng He, Xu-Chao Zhang, Shuo Lei, Zhiqian Chen +4 more

   2020Conference on Empirical Methods in Natural Language Processing43 citations Open access

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6. Perceptual constancy of mechanical properties of cloth under variation of external forces

   Wenyan Bi, Bei Xiao

   2016ACM Symposium on Applied Perception41 citations Open access

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7. Unsupervised learning reveals interpretable latent representations for translucency perception

   Chen-Xi Liao, Masataka Sawayama, Bei Xiao

   2022bioRxiv28 citations Open access

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8. Surface impedance measurements of single crystal MgB2 films for radiofrequency superconductivity applications

   Bei Xiao, Xin Zhao, J. Spradlin, C. Reece +3 more

   201216 citations Open access

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9. CLUR: Uncertainty Estimation for Few-Shot Text Classification with Contrastive Learning

   Jianfeng He, Xuchao Zhang, Shuo Lei, Abdulaziz Alhamadani +3 more

   2023Knowledge Discovery and Data Mining15 citations Open access

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10. Crystal or jelly? Effect of color on the perception of translucent materials with photographs of real-world objects

    Chen-Xi Liao, Masataka Sawayama, Bei Xiao

    2021bioRxiv15 citations Open access

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11. Color perception of 3D objects: constancy with respect to variation of surface gloss

    Bei Xiao, D. Brainard

    2006Applied Perception in Graphics and Visualization15 citations Open access

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12. Interaction between static visual cues and force-feedback on the perception of mass of virtual objects

    Wenyan Bi, Jonathan Newport, Bei Xiao

    2018bioRxiv7 citations Open access

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13. Semantic inpainting on segmentation map via multi-expansion loss

    Jianfeng He, Xuchao Zhang, Shuo Lei, Shuhui Wang +2 more

    2022Neurocomputing4 citations

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14. A Perceptual Evaluation of the StyleGAN2-ADA Generated Images of Translucent Objects

    Chen-Xi Liao, Masataka Sawayama, Bei Xiao

    2022Journal of Vision4 citations Open access

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15. Can you see what you feel? Tactile and visual matching of material properties of fabrics

    Bei Xiao, Xiaodan Jia, E. Adelson

    20134 citations Open access

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16. Translucency perception emerges in deep generative representations for natural image synthesis

    Chen-Xi Liao, Masataka Sawayama, Bei Xiao

    20223 citations

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17. Does geometric sharpness affect perception of translucent material perception?

    Bei Xiao, Shuang Zhao, Ioannis Gkioulekas, Wenyan Bi +1 more

    2018Journal of Vision1 citations Open access

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18. How does motion affect material perception of deformable objects?

    Wenyan Bi, H. Nienborg, Bei Xiao

    20181 citations

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19. Shared Representation of Different Material Categories: Transfer Learning of Crystals From Soaps

    Chen-Xi Liao, Masataka Sawayama, Bei Xiao

    2023Journal of Vision0 citations Open access

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20. Unsupervised learning of translucent material appearance using StyleGAN

    Chen-Xi Liao, Masataka Sawayama, Bei Xiao

    20222022 Conference on Cognitive Computational Neuroscience0 citations Open access

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21. Replaceability of two deep generative models trained with a pair of translucent objects with different geometries

    Masataka Sawayama, Chen-Xi Liao, S. Nishida, Bei Xiao

    2022Journal of Vision0 citations Open access

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22. Individual Differences in Classification of Translucent Materials Using Photos of Real-world Objects

    Chen-Xi Liao, Masataka Sawayama, Bei Xiao

    2021Journal of Vision0 citations Open access

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23. Estimating material properties of cloth from dynamic silhouettes

    Luis Bermudez, Bei Xiao

    20160 citations Open access

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24. Visual communication of haptic material properties

    M. Wijntjes, Bei Xiao

    20160 citations Open access

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25. Surface material properties and color constancy of 3D objects

    Bei Xiao, D. Brainard

    20100 citations Open access

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26. Color appearance and the material properties of three-dimensional objects

    Bei Xiao, Paul Kanyuk, D. Brainard

    20050 citations Open access

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