Guoliang Kang

1. Random Erasing Data Augmentation
   2017/08/16 by Zhun Zhong, Liang Zheng, Zhong, Zhun +7 · 124 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
2. Random Erasing Data Augmentation
   2020/04/03 by Zhun Zhong, Liang Zheng, Guoliang Kang +2 · 99 citations
   Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Image Processing Techniques and Applications
3. Multi-Interest Network with Dynamic Routing for Recommendation at Tmall
   2019/04/17 by Chao Li, Li, Chao, Zhiyuan Liu +17 · 34 citations
   Computer Science · #Recommender Systems and Techniques #Caching and Content Delivery #Advanced Graph Neural Networks
4. Contrastive Adaptation Network for Unsupervised Domain Adaptation
   2019/01/04 by Guoliang Kang, Kang, Guoliang, Lu Jiang +5 · 15 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
5. VISA: Reasoning Video Object Segmentation via Large Language Models
   2024/07/16 by Cilin Yan, Haochen Wang, Yan, Cilin +13 · 36 citations
   Computer Science · #Multimodal Machine Learning Applications #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
6. SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model
   2023/03/09 by Gengwei Zhang, Zhang, Gengwei, Liyuan Wang +7 · 16 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
7. Few-Shot Segmentation via Cycle-Consistent Transformer
   2021/06/04 by Gengwei Zhang, Zhang, Gengwei, Guoliang Kang +5 · 11 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
8. AttriCLIP: A Non-Incremental Learner for Incremental Knowledge Learning
   2023/05/19 by Runqi Wang, Wang, Runqi, Xiaoyue Duan +13 · 13 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
9. Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification
   2017/11/19 by Weijian Deng, Deng, Weijian, Liang Zheng +9 · 5 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Video Surveillance and Tracking Methods
10. Asymptotic Soft Filter Pruning for Deep Convolutional Neural Networks
    2018/08/22 by Yang He, He, Yang, Xuanyi Dong +9 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
11. Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation
    2020/10/31 by Guoliang Kang, Kang, Guoliang, Yunchao Wei +7 · 3 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
12. Deep Adversarial Attention Alignment for Unsupervised Domain Adaptation: the Benefit of Target Expectation Maximization
    2018/01/30 by Guoliang Kang, Kang, Guoliang, Liang Zheng +5 · 2 citations
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Multimodal Machine Learning Applications
13. PiClick: Picking the desired mask from multiple candidates in click-based interactive segmentation
    2023/04/23 by Cilin Yan, Yan, Cilin, Haochen Wang +13 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
14. Efficient and Accurate Prompt Optimization: the Benefit of Memory in Exemplar-Guided Reflection
    2024/11/12 by Jingyun Wang, Yan, Cilin, Lin Zhang +12 · 4 citations
    Computer Science · #AI-based Problem Solving and Planning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, programming, and type systems #Natural Language Processing Techniques
15. PatchShuffle Regularization
    2017/07/22 by Guoliang Kang, Xuanyi Dong, Kang, Guoliang +5 · 2 citations
    Computer Science · #Neural Networks and Applications
16. PLGS: Robust Panoptic Lifting with 3D Gaussian Splatting
    2024/10/23 by Yu Wang, Wang, Yu, Xiaobao Wei +5 · 3 citations
    Computer Science · Engineering · #Cellular Automata and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence #Optimization and Packing Problems
17. SLCA++: Unleash the Power of Sequential Fine-tuning for Continual Learning with Pre-training
    2024/08/15 by Gengwei Zhang, Liyuan Wang, Zhang, Gengwei +7 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)