publications

2024

  1. beyond-inet.png
    ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet Accuracy
    Kirill Vishniakov, Zhiqiang Shen, and Zhuang Liu
    In ICML, 2024
    arXiv Code Project Page Twitter
  2. weight_selection.png
    Initializing Models with Larger Ones
    Zhiqiu Xu, Yanjie Chen, Kirill Vishniakov, Yida Yin, Zhiqiang Shen, Trevor Darrell, Lingjie Liu, and Zhuang Liu
    In ICLR, Spotlight Top 5%, 2024
    arXiv Code

2022

  1. mixmask.jpg
    MixMask: Revisiting Masking Strategy for Siamese ConvNets
    Kirill Vishniakov, Eric Xing, and Zhiqiang Shen
    arXiv preprint, 2022
    arXiv
  2. sensorium.jpg
    Retrospective on the SENSORIUM 2022 competition
    Konstantin F Willeke, Paul G Fahey, Mohammad Bashiri, Laura Hansel, Christoph Blessing, Konstantin-Klemens Lurz, Max F Burg, Santiago A Cadena, Zhiwei Ding, Kayla Ponder, and 21 more authors
    In NeurIPS 2022 Competition Track, 2022

2021

  1. imprecise_shap.jpg
    An Imprecise SHAP as a Tool for Explaining the Class Probability Distributions under Limited Training Data
    Lev Utkin, Andrei Konstantinov, and Kirill Vishniakov
    arXiv preprint, 2021
    arXiv