Dong Gong

1. Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection
   2019/04/04 by Dong Gong, Lingqiao Liu, Gong, Dong +11 · 39 citations
   Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Network Security and Intrusion Detection
2. Knowledge Adaptation for Efficient Semantic Segmentation
   2019/03/12 by Tong He, He, Tong, Chunhua Shen +9 · 5 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
3. RGBD Based Dimensional Decomposition Residual Network for 3D Semantic Scene Completion
   2019/03/02 by Jie Li, Li, Jie, Yu Liu +11 · 4 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Optical measurement and interference techniques #Robotics and Sensor-Based Localization
4. Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning
   2024/03/27 by Huiyi Wang, Haodong Lu, Wang, Huiyi +5 · 7 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis
5. DyMO: Training-Free Diffusion Model Alignment with Dynamic Multi-Objective Scheduling
   2024/12/01 by Xin Xie, Dong Gong, Xie, Xin +1 · 8 citations
   Computer Science · Decision Sciences · #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning and Data Classification #Scheduling and Timetabling Solutions
6. Learning and Memorizing Representative Prototypes for 3D Point Cloud Semantic and Instance Segmentation
   2020/01/06 by Tong He, He, Tong, Dong Gong +5 · 2 citations
   Engineering · Earth and Planetary Sciences · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Remote Sensing and LiDAR Applications
7. Learning to Fuse Monocular and Multi-view Cues for Multi-frame Depth Estimation in Dynamic Scenes
   2023/04/18 by Rui Li, Dong Gong, Li, Rui +15 · 3 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Optical measurement and interference techniques
8. Take Only What You Need: Rank Minimization as an Implicit Forgetting Regularizer in Continual Learning
   2024/12/01 by Haodong Lu, Lu, Haodong, Chongyang Zhao +8 · 5 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
9. Learning Informative Latent Representation for Quantum State Tomography
   2023/09/30 by Hailan Ma, Zhenhong Sun, Ma, Hailan +5 · 2 citations
   Computer Science · Earth and Planetary Sciences · Engineering · #Artificial Intelligence (cs.AI) #Blind Source Separation Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Physics (quant-ph) #Reservoir Engineering and Simulation Methods #Seismic Imaging and Inversion Techniques
10. Premonition: Using Generative Models to Preempt Future Data Changes in Continual Learning
    2024/03/12 by Mark D. McDonnell, Dong Gong, McDonnell, Mark D. +5 · 1 citation
    Social Sciences · #Education and Critical Thinking Development
11. Little by Little: Continual Learning via Incremental Mixture of Rank-1 Associative Memory Experts
    2025/06/26 by Haodong Lu, Chongyang Zhao, Lu, Haodong +9 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis
12. I Predict Therefore I Am: Is Next Token Prediction Enough to Learn Human-Interpretable Concepts from Data?
    2025/03/12 by Yuhang Liu, Dong Gong, Liu, Yuhang +15 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
13. Impute On-Demand: Adaptive Correlated Time Series Imputation for Changing Environments
    2026/07/26 by Zhichen Lai, Huan Li, Dalin Zhang +3
    #cs.LG #cs.AI #cs.DB