publications

(*, †, and ‡ denote equal contribution)

2024

  1. arXiv
    Retraining-Free Merging of Sparse Mixture-of-Experts via Hierarchical Clustering
    I-Chun Chen, Hsu-Shen Liu, Wei-Fang Sun, and 3 more authors
    (Under Review), 2024
    PDF
  2. NeurIPS
    Maximum Entropy Reinforcement Learning via Energy-Based Normalizing Flow
    Chen-Hao Chao*, Chien Feng*, Wei-Fang Sun, and 3 more authors
    In Proceedings of the Conference on Neural Information Processing Systems (NeurIPS) , 2024
    PDF Code Website

2023

  1. NeurIPS
    Training Energy-Based Normalizing Flow with Score-Matching Objectives
    Chen-Hao Chao, Wei-Fang Sun, Yen-Chang Hsu, and 2 more authors
    In Proceedings of the Conference on Neural Information Processing Systems (NeurIPS) , 2023
    PDF Code Website
  2. ICML
    On Investigating the Conservative Property of Score-Based Generative Models
    Chen-Hao Chao, Wei-Fang Sun, Bo-Wun Cheng, and 1 more author
    In Proceedings of the International Conference on Machine Learning (ICML) , 2023
    PDF Code Website
  3. TPAMI
    Rainbow UDA: Combining Domain Adaptive Models for Semantic Segmentation Tasks
    Chen-Hao Chao, Bo-Wun Cheng, Tzu-Wen Wang*, and 2 more authors
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
    PDF
  4. ASP-DAC
    COLAB: Collaborative and Efficient Processing of Replicated Cache Requests in GPU
    Bo-Wun Cheng, En-Ming Huang, Chen-Hao Chao, and 3 more authors
    In Proceedings of the Asia and South Pacific Design Automation Conference (ASP-DAC) , 2023
    PDF

2022

  1. ICLR
    Denoising Likelihood Score Matching for Conditional Score-based Data Generation
    Chen-Hao Chao, Wei-Fang Sun, Bo-Wun Cheng, and 6 more authors
    In Proceedings of the International Conference on Learning Representations (ICLR) , 2022
    PDF Code Website
  2. BMVC
    ELDA: Using Edges to Have an Edge on Semantic Segmentation Based UDA
    Ting-Hsuan Liao*, Huang-Ru Liao*, Shan-Ya Yang†, and 8 more authors
    In Proceedings of the British Machine Vision Conference (BMVC) , 2022
    PDF Code
  3. SASIMI
    Remote Access Tag Array for Efficient GPU Intra-Cluster Data Sharing
    Bo-Wun Cheng, En-Ming Huang, Chen-Hao Chao, and 3 more authors
    Workshop on Synthesis And System Integration of Mixed Information Technologies (SASIMI), 2022
    PDF

2021

  1. CVPRW
    Rethinking Ensemble-Distillation for Semantic Segmentation Based Unsupervised Domain Adaption
    Chen-Hao Chao, Bo-Wun Cheng, and Chun-Yi Lee
    In Proceedings of the IEEE/CVF Computer Vision and Pattern Recognition Conference Workshop (CVPRW) , 2021
    PDF Code Website