Machine Learning

Computer Vision

Machine Learning

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

中山大学人机物智能融合实验室 Human Cyber Physical Intelligence Integration Lab

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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