Weizhong Zhang

1. A Sufficient Condition for Convergences of Adam and RMSProp
   2018/11/23 by Fangyu Zou, Li Shen, Zou, Fangyu +7 · 8 citations
   Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Machine Learning and ELM
2. TAGCOS: Task-agnostic Gradient Clustered Coreset Selection for Instruction Tuning Data
   2024/07/21 by Jipeng Zhang, Zhang, Jipeng, Renjie Pi +8 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Online Learning and Analytics
3. PrimeComposer: Faster Progressively Combined Diffusion for Image Composition with Attention Steering
   2024/03/08 by Y. N. Wang, Weizhong Zhang, Wang, Yibin +5 · 5 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Medical Image Segmentation Techniques
4. Fast Adversarial Training with Adaptive Step Size
   2022/06/06 by Zhichao Huang, Yanbo Fan, Huang, Zhichao +13 · 3 citations
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI
5. High-fidelity Person-centric Subject-to-Image Synthesis
   2023/11/17 by Y. N. Wang, Wang, Yibin, Weizhong Zhang +5 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Visual Attention and Saliency Detection
6. Effective Sparsification of Neural Networks with Global Sparsity Constraint
   2021/05/03 by Xiao Zhou, Weizhong Zhang, Zhou, Xiao +5 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. MagicFace: Training-free Universal-Style Human Image Customized Synthesis
   2024/08/14 by Y. N. Wang, Wang, Yibin, Weizhong Zhang +3 · 3 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Face recognition and analysis
8. Efficient Neural Network Training via Forward and Backward Propagation\n Sparsification
   2021/11/10 by Xiao Zhou, Weizhong Zhang, Zhou, Xiao +7 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Stochastic Gradient Optimization Techniques
9. Out-of-Distribution Detection using Neural Activation Prior
   2024/02/28 by Weilin Wan, Wan, Weilin, Weizhong Zhang +4 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods
10. Optimized Gradient Clipping for Noisy Label Learning
    2024/12/12 by Xichen Ye, Ye, Xichen, Yifan Wu +9 · 1 citation
    Engineering · #68T07 #68T10 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.6 #I.2.7 #I.5.1 #Machine Learning (cs.LG) #Transport Systems and Technology
11. LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget
    2026/07/16 by Changhai Zhou, Kieran Liu, Yuhua Zhou +17 · 1 voice
    #cs.LG #cs.DC