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Lingxi Xie

  1. 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
    2023/10/12 by Guanjun Wu, Taoran Yi, Wu, Guanjun +15 · 209 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Human Pose and Action Recognition
  2. Accurate medium-range global weather forecasting with 3D neural networks
    2023/07/05 by Kaifeng Bi, Lingxi Xie, Hengheng Zhang +3 · 128 citations
    Earth and Planetary Sciences · Environmental Science · #Climate variability and models #Meteorological Phenomena and Simulations #Tropical and Extratropical Cyclones Research
  3. VMamba: Visual State Space Model
    2024/01/18 by Yue Liu, Yunjie Tian, Liu, Yue +13 · 141 citations
    Computer Science · #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
  4. CenterNet: Keypoint Triplets for Object Detection
    2019/04/17 by Kaiwen Duan, Duan, Kaiwen, Song Bai +9 · 46 citations
    Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  5. Adversarial Examples for Semantic Segmentation and Object Detection
    2017/03/24 by Cihang Xie, Jianyu Wang, Xie, Cihang +9 · 35 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
  6. GaussianDreamer: Fast Generation from Text to 3D Gaussians by Bridging 2D and 3D Diffusion Models
    2023/10/12 by Taoran Yi, Yi, Taoran, Jiemin Fang +14 · 56 citations
    Computer Science · Engineering · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Human Motion and Animation
  7. PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search
    2019/07/12 by Yuhui Xu, Xu, Yuhui, Lingxi Xie +11 · 21 citations
    Computer Science · #Advanced Neural Network Applications #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
  8. GaussianEditor: Editing 3D Gaussians Delicately with Text Instructions
    2023/11/27 by Junjie Wang, Jiemin Fang, Wang, Junjie +7 · 21 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #Advanced Vision and Imaging
  9. QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models
    2023/09/26 by Yuhui Xu, Lingxi Xie, Xu, Yuhui +14 · 19 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  10. A Survey on Label-efficient Deep Image Segmentation: Bridging the Gap between Weak Supervision and Dense Prediction
    2022/07/04 by Wei Shen, Shen, Wei, Zelin Peng +15 · 7 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Data Classification #Medical Image Segmentation Techniques
  11. GaussianObject: High-Quality 3D Object Reconstruction from Four Views with Gaussian Splatting
    2024/11/19 by Chen Yang, Yang Chen, Sikuang Li +6 · 14 citations
    Computer Science · #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques
  12. MVP: Multimodality-guided Visual Pre-training
    2022/03/10 by Longhui Wei, Lingxi Xie, Wei, Longhui +7 · 6 citations
    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
  13. Object Recognition with and without Objects
    2016/11/20 by Zhuotun Zhu, Zhu, Zhuotun, Lingxi Xie +3 · 3 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 #Video Surveillance and Tracking Methods
  14. Conformer: Local Features Coupling Global Representations for Visual Recognition
    2021/05/09 by Zhiliang Peng, Peng, Zhiliang, Wei Huang +11 · 4 citations
    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
  15. Adversarial Attacks Beyond the Image Space
    2017/11/20 by Xiaohui Zeng, Chenxi Liu, Zeng, Xiaohui +13 · 4 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research #Anomaly Detection Techniques and Applications
  16. Rectifying the Shortcut Learning of Background for Few-Shot Learning
    2021/07/16 by Xu Luo, Luo, Xu, Longhui Wei +11 · 4 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  17. Semantic-Aware Knowledge Preservation for Zero-Shot Sketch-Based Image Retrieval
    2019/04/05 by Qing Liu, Liu, Qing, Lingxi Xie +5 · 3 citations
    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
  18. Artemis: Towards Referential Understanding in Complex Videos
    2024/06/01 by Jihao Qiu, Yuan Zhang, Qiu, Jihao +15 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Image Retrieval and Classification Techniques #Video Analysis and Summarization
  19. Fine-Grained Semantically Aligned Vision-Language Pre-Training
    2022/08/04 by Juncheng Li, Xin He, Li, Juncheng +15 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  20. ChatterBox: Multi-round Multimodal Referring and Grounding
    2024/01/24 by Yunjie Tian, Tianren Ma, Tian, Yunjie +15 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
  21. Bag of Instances Aggregation Boosts Self-supervised Distillation
    2021/07/04 by Haohang Xu, Xu, Haohang, Jiemin Fang +13 · 3 citations
    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
  22. Iterative Reorganization with Weak Spatial Constraints: Solving\n Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning
    2018/12/02 by Wei Chen, Lingxi Xie, Wei, Chen +12 · 2 citations
    Computer Science · Earth and Planetary Sciences · #Archaeological Research and Protection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction
  23. ClawMachine: Learning to Fetch Visual Tokens for Referential Comprehension
    2024/06/17 by Tianren Ma, Ma, Tianren, Lingxi Xie +7 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems
  24. Cascade-Zero123: One Image to Highly Consistent 3D with Self-Prompted Nearby Views
    2023/12/07 by Yabo Chen, Chen, Yabo, Jiemin Fang +17 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR)
  25. Circumventing Outliers of AutoAugment with Knowledge Distillation
    2020/03/25 by Longhui Wei, An Xiao, Wei, Longhui +9 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Image Processing Techniques and Applications
  26. DisturbLabel: Regularizing CNN on the Loss Layer
    2016/04/30 by Lingxi Xie, Xie, Lingxi, Wang Jingdong +7 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Human Pose and Action Recognition #Neural Networks and Applications
  27. Corner Proposal Network for Anchor-free, Two-stage Object Detection
    2020/07/27 by Kaiwen Duan, Lingxi Xie, Duan, Kaiwen +9 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  28. Spatiotemporal Transformer for Video-based Person Re-identification
    2021/03/30 by Tianyu Zhang, Longhui Wei, Zhang, Tianyu +11 · 2 citations
    Computer Science · Engineering · #Video Surveillance and Tracking Methods #Human Pose and Action Recognition #Gait Recognition and Analysis
  29. Thickened 2D Networks for Efficient 3D Medical Image Segmentation
    2019/04/02 by Qihang Yu, Yu, Qihang, Yingda Xia +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
  30. LiftImage3D: Lifting Any Single Image to 3D Gaussians with Video Generation Priors
    2024/12/12 by Yabo Chen, Chen, Yabo, Jiemin Fang +14 · 3 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Graphics (cs.GR)
  31. Discretization-Aware Architecture Search
    2020/07/07 by Yunjie Tian, Tian, Yunjie, Chang Liu +7 · 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 #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural and Evolutionary Computing (cs.NE)
  32. Creating Something from Nothing: Unsupervised Knowledge Distillation for Cross-Modal Hashing
    2020/04/01 by Hengtong Hu, Lingxi Xie, Hu, Hengtong +5 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
  33. Reinforced Axial Refinement Network for Monocular 3D Object Detection
    2020/08/31 by Lijie Liu, Liu, Lijie, Chufan Wu +9 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization #Video Surveillance and Tracking Methods
  34. Consensus Synergizes with Memory: A Simple Approach for Anomaly Segmentation in Urban Scenes
    2021/11/24 by Jiazhong Cen, Cen, Jiazhong, Zenkun Jiang +9 · 1 citation
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Video Surveillance and Tracking Methods #Data-Driven Disease Surveillance
  35. Beyond Masking: Demystifying Token-Based Pre-Training for Vision Transformers
    2022/03/27 by Yunjie Tian, Tian, Yunjie, Lingxi Xie +15 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  36. Domain-Agnostic Prior for Transfer Semantic Segmentation
    2022/04/06 by Xinyue Huo, Huo, Xinyue, Lingxi Xie +9 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Cancer-related molecular mechanisms research
  37. Active Pointly-Supervised Instance Segmentation
    2022/07/23 by Chufeng Tang, Lingxi Xie, Tang, Chufeng +9 · 1 citation
    Computer Science · #Image Retrieval and Classification Techniques #Machine Learning and Data Classification #Image Processing and 3D Reconstruction
  38. CenterNet++ for Object Detection
    2022/04/18 by Kaiwen Duan, Duan, Kaiwen, Song Bai +9 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  39. Incorporating Visual Experts to Resolve the Information Loss in Multimodal Large Language Models
    2024/01/06 by Xin He, He, Xin, Longhui Wei +5 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  40. Recurrent Saliency Transformation Network: Incorporating Multi-Stage Visual Cues for Small Organ Segmentation
    2017/09/13 by Qihang Yu, Lingxi Xie, Yu, Qihang +9 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Medical Image Segmentation Techniques
  41. Latency-Aware Differentiable Neural Architecture Search
    2020/01/17 by Yuhui Xu, Xu, Yuhui, Lingxi Xie +11 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  42. Text-Animator: Controllable Visual Text Video Generation
    2024/06/25 by Lin Liu, Quande Liu, Liu, Lin +13 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence in Games #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Video Analysis and Summarization
  43. Stabilizing DARTS with Amended Gradient Estimation on Architectural Parameters
    2019/10/25 by Kaifeng Bi, Bi, Kaifeng, Changping Hu +9 · 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 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM
  44. Omni-GAN: On the Secrets of cGANs and Beyond
    2020/11/26 by Peng Zhou, Zhou, Peng, Lingxi Xie +7 · 1 citation
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques #Digital Media Forensic Detection