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Ma, Kaisheng

  1. Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation
    2019/05/17 by Linfeng Zhang, Zhang, Linfeng, Jiebo Song +9 · 38 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Machine Learning and Data Classification
  2. DreamLLM: Synergistic Multimodal Comprehension and Creation
    2023/09/20 by Runpei Dong, Dong, Runpei, Chunrui Han +25 · 40 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  3. ShapeLLM: Universal 3D Object Understanding for Embodied Interaction
    2024/02/27 by Zekun Qi, Runpei Dong, Qi, Zekun +13 · 32 citations
    Earth and Planetary Sciences · Computer Science · #3D Surveying and Cultural Heritage #Image Processing and 3D Reconstruction #Image Retrieval and Classification Techniques
  4. Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining
    2023/02/05 by Qi, Zekun, Dong, Runpei, Fan, Guofan +4 · 21 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. Unique3D: High-Quality and Efficient 3D Mesh Generation from a Single Image
    2024/05/30 by Kailu Wu, Wu, Kailu, Fangfu Liu +13 · 28 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computational Geometry and Mesh Generation #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #I.2.10 #Machine Learning (cs.LG)
  6. Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning?
    2022/12/16 by Runpei Dong, Dong, Runpei, Zekun Qi +13 · 16 citations
    Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  7. CLIP-FO3D: Learning Free Open-world 3D Scene Representations from 2D Dense CLIP
    2023/03/08 by Zhang, Junbo, Dong, Runpei, Ma, Kaisheng · 11 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. Adversarial Robustness vs Model Compression, or Both?
    2019/03/29 by Ye, Shaokai, Xu, Kaidi, Liu, Sijia +6 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. SoFar: Language-Grounded Orientation Bridges Spatial Reasoning and Object Manipulation
    2025/02/18 by Zekun Qi, Qi, Zekun, Wenyao Zhang +33 · 20 citations
    Computer Science · #Speech and dialogue systems #Semantic Web and Ontologies #Natural Language Processing Techniques
  10. Gemini: Mapping and Architecture Co-exploration for Large-scale DNN Chiplet Accelerators
    2023/12/27 by Cai, Jingwei, Wu, Zuotong, Peng, Sen +5 · 8 citations
    #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
  11. Wavelet Knowledge Distillation: Towards Efficient Image-to-Image\n Translation
    2022/03/11 by Linfeng Zhang, Xin Chen, Zhang, Linfeng +9 · 4 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing Techniques and Applications
  12. Contrastive Deep Supervision
    2022/07/12 by Zhang, Linfeng, Chen, Xin, Zhang, Junbo +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection
    2022/05/23 by Zhang, Linfeng, Dong, Runpei, Tai, Hung-Shuo +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. Orchestrate Latent Expertise: Advancing Online Continual Learning with Multi-Level Supervision and Reverse Self-Distillation
    2024/03/30 by Yan, HongWei, Wang, Liyuan, Ma, Kaisheng +1 · 5 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. StructADMM: A Systematic, High-Efficiency Framework of Structured Weight Pruning for DNNs
    2018/07/29 by Zhang, Tianyun, Ye, Shaokai, Zhang, Kaiqi +8 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  16. Point-GCC: Universal Self-supervised 3D Scene Pre-training via Geometry-Color Contrast
    2023/05/31 by Fan, Guofan, Qi, Zekun, Shi, Wenkai +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. Cocco: Hardware-Mapping Co-Exploration towards Memory Capacity-Communication Optimization
    2024/02/01 by Zhanhong Tan, Zijian Zhu, Tan, Zhanhong +3 · 3 citations
    Computer Science · #Embedded Systems Design Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques
  18. Learn from Unpaired Data for Image Restoration: A Variational Bayes Approach
    2022/04/21 by Zheng, Dihan, Zhang, Xiaowen, Ma, Kaisheng +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  19. SCAN: A Scalable Neural Networks Framework Towards Compact and Efficient Models
    2019/05/27 by Zhang, Linfeng, Tan, Zhanhong, Song, Jiebo +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  20. Non-Structured DNN Weight Pruning -- Is It Beneficial in Any Platform?
    2019/07/03 by Ma, Xiaolong, Lin, Sheng, Ye, Shaokai +10 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
  21. PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-time Execution on Mobile Devices
    2019/09/06 by Ma, Xiaolong, Guo, Fu-Ming, Niu, Wei +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Parallel #and Cluster Computing (cs.DC)
  22. An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices
    2020/01/20 by Xiaolong Ma, Wei Niu, Ma, Xiaolong +19 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM
  23. Flow Score Distillation for Diverse Text-to-3D Generation
    2024/05/16 by Runjie Yan, Yan, Runjie, Kailu Wu +3 · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Human Motion and Animation #Machine Learning (cs.LG) #Video Analysis and Summarization
  24. SoMa: Identifying, Exploring, and Understanding the DRAM Communication Scheduling Space for DNN Accelerators
    2025/01/22 by Jingwei Cai, Cai, Jingwei, Xuan Wang +13 · 3 citations
    Engineering · Physics and Astronomy · #Radiation Effects in Electronics #Energy Harvesting in Wireless Networks #Particle Detector Development and Performance
  25. Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural Networks
    2021/12/30 by Dong, Runpei, Tan, Zhanhong, Wu, Mengdi +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  26. Accelerating Diffusion Models with One-to-Many Knowledge Distillation
    2024/10/05 by Linfeng Zhang, Zhang, Linfeng, Kaisheng Ma +1 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications
  27. Structured Knowledge Distillation Towards Efficient and Compact Multi-View 3D Detection
    2022/11/14 by Zhang, Linfeng, Shi, Yukang, Tai, Hung-Shuo +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  28. Hebbian and Gradient-based Plasticity Enables Robust Memory and Rapid Learning in RNNs
    2023/02/07 by Yu Duan, Duan, Yu, Zhongfan Jia +7 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural and Evolutionary Computing (cs.NE)
  29. VPP: Efficient Conditional 3D Generation via Voxel-Point Progressive Representation
    2023/07/28 by Qi, Zekun, Yu, Muzhou, Dong, Runpei +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  30. PCNN: Pattern-based Fine-Grained Regular Pruning towards Optimizing CNN Accelerators
    2020/02/11 by Zhanhong Tan, Tan, Zhanhong, Jiebo Song +19 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition