Dewen Zeng

1. FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis
   2022/03/04 by Yawen Wu, Dewen Zeng, Wu, Yawen +7 · 11 citations
   Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
2. Semi-supervised Contrastive Learning for Label-efficient Medical Image Segmentation
   2021/09/15 by Xinrong Hu, Hu, Xinrong, Dewen Zeng +5 · 4 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
3. Distributed Contrastive Learning for Medical Image Segmentation
   2022/08/07 by Yawen Wu, Wu, Yawen, Dewen Zeng +7 · 2 citations
   Computer Science · #Privacy-Preserving Technologies in Data #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
4. Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis
   2024/05/14 by Qing‐Peng Kong, Kong, Qingpeng, Ching-Hao Chiu +11 · 3 citations
   Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences
5. Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures
   2024/05/07 by Ruiyang Qin, Qin, Ruiyang, Zheyu Yan +19 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Optimization and Search Problems #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
6. Contrastive Learning with Synthetic Positives
   2024/08/30 by Dewen Zeng, Yawen Wu, Zeng, Dewen +7 · 2 citations
   Psychology · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Online and Blended Learning
7. Learning to Skip for Language Modeling
   2023/11/26 by Dewen Zeng, Nan Du, Zeng, Dewen +11 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling