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Xianzhi Du

  1. MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training
    2024/03/14 by Brandon McKinzie, Zhe Gan, McKinzie, Brandon +63 · 9 voices · 31 citations
    Computer Science · #Natural Language Processing Techniques #cs.CL #cs.CV #cs.LG
  2. Apple Intelligence Foundation Language Models
    2024/07/29 by Tom Gunter, Zirui Wang, Gunter, Tom +306 · 2 voices · 2 citations
    #cs.AI #cs.CL #cs.LG
  3. Guiding Instruction-based Image Editing via Multimodal Large Language Models
    2023/09/29 by Tsu-Jui Fu, Fu, Tsu-Jui, Wenze Hu +9 · 3 voices · 39 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #cs.CV
  4. MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning
    2024/09/30 by Haotian Zhang, Mingfei Gao, Zhang, Haotian +43 · 1 voice · 27 citations
    Computer Science · #cs.CV #cs.CL #cs.LG
  5. VeCLIP: Improving CLIP Training via Visual-enriched Captions
    2023/10/11 by Zhengfeng Lai, Haotian Zhang, Lai, Zhengfeng +20 · 22 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  6. Revisiting ResNets: Improved Training and Scaling Strategies
    2021/03/13 by Irwan Bello, Bello, Irwan, William Fedus +13 · 18 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  7. Provable Stochastic Optimization for Global Contrastive Learning: Small Batch Does Not Harm Performance
    2022/02/24 by Zhuoning Yuan, Yuexin Wu, Yuan, Zhuoning +11 · 7 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #MicroRNA in disease regulation #Optimization and Control (math.OC)
  8. AMNet: Deep Atrous Multiscale Stereo Disparity Estimation Networks
    2019/04/19 by Xianzhi Du, Mostafa El‐Khamy, Du, Xianzhi +3 · 7 citations
    Computer Science · #Advanced Vision and Imaging #Image Enhancement Techniques #Advanced Image Processing Techniques
  9. Mobile V-MoEs: Scaling Down Vision Transformers via Sparse Mixture-of-Experts
    2023/09/08 by Erik Daxberger, Daxberger, Erik, Floris Weers +17 · 4 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #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) #Machine Learning (stat.ML)
  10. Revisiting 3D ResNets for Video Recognition
    2021/09/03 by Xianzhi Du, Yeqing Li, Du, Xianzhi +9 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Human Pose and Action Recognition #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #electronic engineering #information engineering
  11. Simple Training Strategies and Model Scaling for Object Detection
    2021/06/30 by Xianzhi Du, Du, Xianzhi, Barret Zoph +5 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  12. Fused Deep Neural Networks for Efficient Pedestrian Detection
    2018/05/02 by Xianzhi Du, Du, Xianzhi, Mostafa El‐Khamy +7 · 2 citations
    Computer Science · #Video Surveillance and Tracking Methods #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
  13. SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization
    2019/12/10 by Xianzhi Du, Tsung-Yi Lin, Du, Xianzhi +13 · 4 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  14. Finding Fantastic Experts in MoEs: A Unified Study for Expert Dropping Strategies and Observations
    2025/04/08 by Ajay Jaiswal, Jaiswal, Ajay, Jianyu Wang +15 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing
  15. CLIP-UP: A Simple and Efficient Mixture-of-Experts CLIP Training Recipe with Sparse Upcycling
    2025/02/03 by Xinze Wang, Wang, Xinze, Chen Chen +13 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Video Analysis and Summarization