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  • A Hamiltonian Monte Carlo Method for Probabilistic Adversarial Attack and Learning
    T-PAMI 2021
  • Deep CockTail Networks: A Universal Framework for Visual Multi-source Domain Adaptation
    IJCV 2021
  • Solving Inefficiency of Self-supervised Representation Learning
    ICCV 2021
  • Pi-NAS: Improving Neural Architecture Search by Reducing Supernet Training Consistency Shift
    ICCV 2021
  • EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning
    ECCV 2020
  • Generalizing Energy-based Generative ConvNets from Particle Evolution Perspective
    TPAMI 2020
  • An Adversarial Perturbation Oriented Domain Adaptation Approach for Semantic Segmentation
    AAAI 2020
  • SNAS: Stochastic Neural Architecture Search
    ICLR 2019
  • FRAME Revisited: An Interpretation View Based on Particle Evolution
    AAAI 2019
  • Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation
    ICCV 2019
  • Multivariate-Information Adversarial Ensemble for Scalable Joint Distribution Matching
    ICML 2019
  • Towards Human-Machine Cooperation: Self-supervised Sample Mining for Object Detection
    CVPR 2018
  • Deep Cocktail Network: Multi-source Unsupervised Domain Adaptation with Category Shift
    CVPR 2018
  • Learning a Wavelet-like Auto-Encoder to Accelerate Deep Neural Networks
    AAAI 2018 Oral
  • Cost-Effective Object Detection: Active Sample Mining with Switchable Selection Criteria
    T-NNLS 2018
  • Convolutional Memory Blocks for Depth Data Representation Learning
    IJCAI 2018
  • Deep Co-Space: Sample Mining Across Feature Transformation for Semi-Supervised Learning
    TCSVT 2017
  • Interpretable Structure-Evolving LSTM
    CVPR 2017
  • Active Self-Paced Learning for Cost-Effective and Progressive Face Identification
    TPAMI 2017
  • Cross-Domain Visual Matching via Generalized Similarity Measure and Feature Learning
    TPAMI 2016
  • SOLD: Sub-Optimal Low-Rank Decomposition for Efficient Video Segmentation
    CVPR 2015
  • Discriminatively Trained And-Or Graph Models for Object Shape Detection
    TPAMI 2014
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中山大学人机物智能融合实验室 Human Cyber Physical Intelligence Integration Lab
  • hcp@sysu.edu.cn
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©2022 HCP in SYSU 广州慎思智能技术有限公司开发 粤ICP备2021037607号