publications

Publications by Haiwen Huang in reversed chronological order.

2025

  1. ICCV
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    LoftUp: Learning a Coordinate-Based Feature Upsampler for Vision Foundation Models
    Haiwen Huang, Anpei Chen, Volodymyr Havrylov, and 2 more authors
    In International Conference on Computer Vision (ICCV), 2025
    Oral HTML Code Website

2024

  1. NeurIPS
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    Renovating Names in Open-Vocabulary Segmentation Benchmarks
    Haiwen Huang, Songyou Peng, Dan Zhang, and 1 more author
    In Advances in Neural Information Processing Systems (NeurIPS), 2024
    HTML Website
  2. ICLR-W
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    Multimodal Dataset Upgrading: a New Challenge for Data Annotation
    Haiwen Huang, Dan Zhang, and Andreas Geiger
    In ICLR DPFM Workshop, 2024
    HTML

2023

  1. ICLR
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    GOOD: Exploring Geometric Cues for Detecting Objects in an Open World
    Haiwen Huang, Andreas Geiger, and Dan Zhang
    In International Conference on Learning Representations (ICLR), 2023
    HTML Code

2021

  1. NeurIPS-W
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    Decomposing Representations for Deterministic Uncertainty Estimation
    Haiwen Huang, Joost Amersfoort, and Yarin Gal
    In 6th Bayesian Deep Learning Workshop at NeurIPS, 2021
    HTML Poster
  2. AAAI-W
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    Feature Space Singularity for Out-of-Distribution Detection
    Haiwen Huang, Zhihan Li, Lulu Wang, and 3 more authors
    In Safe AI Workshop at AAAI-21, 2021
    HTML Code Poster
  3. arXiv
    Can Convolutional ResNets Approximately Preserve Input Distances? A Frequency Analysis Perspective
    Haiwen Huang, Jiahao Liu, and Bin Dong
    arXiv preprint arXiv:2106.02469, 2021
    HTML

2019

  1. IJCAI
    Nostalgic Adam: Weighing More of the Past Gradients When Designing the Adaptive Learning Rate
    Haiwen Huang, Chang Wang, and Bin Dong
    In International Joint Conference on Artificial Intelligence (IJCAI), 2019
    HTML