Papers

publications in reversed chronological order

2024

  1. Arxiv-pace.png
    PaCE: Parsimonious Concept Engineering for Large Language Models
    In Annual Conference on Neural Information Processing Systems, 2024
  2. Neurips24-manifold-clustering.png
    Geometric Analysis of Nonlinear Manifold Clustering
    In Annual Conference on Neural Information Processing Systems, 2024
  3. ICLR24-mlc-clip.png
    Image Clustering via the Principle of Rate Reduction in the Age of Pretrained Models
    In International Conference on Learning Representations, 2024
  4. CPAL24-hard.gif
    HARD: Hyperplane ARrangement Descent
    TD*Liangzu Peng*, and René Vidal
    In Conference on Parsimony and Learning, 2024

2023

  1. ICCV23-mcr2-clustering.png
    Unsupervised Manifold Linearizing and Clustering
    In International Conference on Computer Vision, 2023

2022

  1. ICML22-doubly-stochastic-clustering.png
    Understanding Doubly Stochastic Clustering
    In International Conference on Machine Learning, 2022
  2. CVPR22-mcr2-variational.png
    Efficient Maximal Coding Rate Reduction by Variational Forms
    In IEEE Conference on Computer Vision and Pattern Recognition, 2022

2020

  1. CVPR20-dpcp-homo.gif
    Robust Homography Estimation via Dual Principal Component Pursuit
    In IEEE Conference on Computer Vision and Pattern Recognition, 2020

2019

  1. ICML19-dpcp.png
    Noisy Dual Principal Component Pursuit
    In International Conference on Machine Learning, 2019

2018

  1. CVPR18-wireframe.jpg
    Learning to Parse Wireframes in Images of Man-Made Environments
    Kun Huang, Yifan WangZihan ZhouTDShenghua Gao, and Yi Ma
    In IEEE Conference on Computer Vision and Pattern Recognition, 2018