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Mengchen Liu

  1. Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
    2024/04/22 by Marah Abdin, Abdin, Marah, Jyoti Aneja +262 · 8 voices · 329 citations
    Computer Science · #Computational Physics and Python Applications
  2. CvT: Introducing Convolutions to Vision Transformers
    2021/03/29 by Haiping Wu, Bin Xiao, Wu, Haiping +11 · 61 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  3. Florence: A New Foundation Model for Computer Vision
    2021/11/22 by Lu Yuan, Dongdong Chen, Yuan, Lu +43 · 50 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
  4. Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs
    2025/03/03 by Microsoft, Abdelrahman Abouelenin, : +147 · 157 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
  5. TinyViT: Fast Pretraining Distillation for Small Vision Transformers
    2022/07/21 by Kan Wu, Jinnian Zhang, Wu, Kan +11 · 40 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 #Visual Attention and Saliency Detection
  6. Dynamic Convolution: Attention over Convolution Kernels
    2019/12/07 by Yinpeng Chen, Xiyang Dai, Chen, Yinpeng +9 · 20 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning
  7. BEVT: BERT Pretraining of Video Transformers
    2021/12/02 by Rui Wang, Dongdong Chen, Wang, Rui +15 · 10 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  8. Masked Video Distillation: Rethinking Masked Feature Modeling for Self-supervised Video Representation Learning
    2022/12/08 by Rui Wang, Dongdong Chen, Wang, Rui +13 · 10 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  9. Towards Better Analysis of Deep Convolutional Neural Networks
    2016/04/24 by Mengchen Liu, Liu, Mengchen, Jiaxin Shi +8 · 7 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Visual Attention and Saliency Detection #Cell Image Analysis Techniques #Image and Video Quality Assessment
  10. MiniViT: Compressing Vision Transformers with Weight Multiplexing
    2022/04/14 by Jinnian Zhang, Houwen Peng, Zhang, Jinnian +11 · 5 citations
    Engineering · Computer Science · #CCD and CMOS Imaging Sensors #Visual Attention and Saliency Detection #Advanced Neural Network Applications
  11. Dynamic ReLU
    2020/03/22 by Yinpeng Chen, Chen, Yinpeng, Xiyang Dai +9 · 4 citations
    Computer Science · #Machine Learning and ELM #Advanced Neural Network Applications #Neural Networks and Applications
  12. Stronger NAS with Weaker Predictors
    2021/02/21 by Junru Wu, Wu, Junru, Xiyang Dai +17 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  13. Towards Better Analysis of Machine Learning Models: A Visual Analytics Perspective
    2017/02/04 by Liu, Shixia, Xiting Wang, Wang, Xiting +4 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  14. Residual Mixture of Experts
    2022/04/20 by Lemeng Wu, Wu, Lemeng, Mengchen Liu +9 · 3 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Robotics and Sensor-Based Localization #Sparse and Compressive Sensing Techniques
  15. MicroNet: Improving Image Recognition with Extremely Low FLOPs
    2021/08/12 by Yunsheng Li, Li, Yunsheng, Yinpeng Chen +15 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Sparse and Compressive Sensing Techniques #Domain Adaptation and Few-Shot Learning
  16. InfoChartQA: A Benchmark for Multimodal Question Answering on Infographic Charts
    2025/05/25 by Tianchi Xie, Xie, Tianchi, Lin, Minzhi +7 · 8 citations
    Computer Science · #Speech and dialogue systems #Topic Modeling #Natural Language Processing Techniques
  17. Detection Hub: Unifying Object Detection Datasets via Query Adaptation on Language Embedding
    2022/06/07 by Lingchen Meng, Meng, Lingchen, Xiyang Dai +17 · 1 citation
    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
  18. Visual Analysis of Neural Architecture Spaces for Summarizing Design Principles
    2022/08/20 by Jun Yuan, Yuan, Jun, Mengchen Liu +5 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Neural Networks and Applications
  19. Fully Authentic Visual Question Answering Dataset from Online Communities
    2023/11/27 by Chongyan Chen, Chen, Chongyan, Mengchen Liu +9 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  20. MTD-YOLO: Multi-task deep convolutional neural network for cherry tomato fruit bunch maturity detection
    2023/12/12 by Wenbai Chen, Mengchen Liu, ChunJiang Zhao +3 · 1 citation
    Agricultural and Biological Sciences · Engineering · #Smart Agriculture and AI #Industrial Vision Systems and Defect Detection #Date Palm Research Studies
  21. SynChart: Synthesizing Charts from Language Models
    2024/09/25 by Mengchen Liu, Liu, Mengchen, Qixiu Li +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  22. Inpainting-Guided Policy Optimization for Diffusion Large Language Models
    2025/09/12 by Siyan Zhao, Zhao, Siyan, Mengchen Liu +18 · 3 citations
    Computer Science · #Topic Modeling