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Li, Xiaoyu

  1. Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
    2018/11/05 by Bakas, Spyridon, Reyes, Mauricio, Jakab, Andras +421 · 42 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  2. ViewCrafter: Taming Video Diffusion Models for High-fidelity Novel View Synthesis
    2024/09/03 by Wangbo Yu, Yu, Wangbo, Jinbo Xing +17 · 80 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Coding and Compression Technologies
  3. On the Convergence of Stochastic Gradient Descent with Adaptive Stepsizes
    2018/05/21 by Xiaoyu Li, Francesco Orabona, Li, Xiaoyu +1 · 35 citations
    Computer Science · Engineering · Decision Sciences · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Advanced Bandit Algorithms Research
  4. DepthCrafter: Generating Consistent Long Depth Sequences for Open-world Videos
    2024/09/03 by Wenbo Hu, Hu, Wenbo, Xiangjun Gao +13 · 44 citations
    Computer Science · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Video Analysis and Summarization #Video Coding and Compression Technologies
  5. Deblur-NeRF: Neural Radiance Fields from Blurry Images
    2021/11/29 by Li Ma, Ma, Li, Xiaoyu Li +11 · 19 citations
    Computer Science · Physics and Astronomy · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Advanced X-ray Imaging Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  6. Text2NeRF: Text-Driven 3D Scene Generation with Neural Radiance Fields
    2023/05/19 by Jingbo Zhang, Xiaoyu Li, Zhang, Jingbo +7 · 16 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human Motion and Animation
  7. Next3D: Generative Neural Texture Rasterization for 3D-Aware Head Avatars
    2022/11/21 by Jingxiang Sun, Xuan Wang, Sun, Jingxiang +11 · 13 citations
    Computer Science · Engineering · #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #3D Shape Modeling and Analysis
  8. DiTCtrl: Exploring Attention Control in Multi-Modal Diffusion Transformer for Tuning-Free Multi-Prompt Longer Video Generation
    2024/12/24 by Minghong Cai, Xiaodong Cun, Cai, Minghong +13 · 25 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Multimedia (cs.MM) #Neural Networks and Reservoir Computing
  9. Advances in 3D Generation: A Survey
    2024/01/31 by Xiaoyu Li, Li, Xiaoyu, Qi Zhang +17 · 12 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Manufacturing Process and Optimization
  10. Hallucinated Neural Radiance Fields in the Wild
    2021/11/30 by Chen, Xingyu, Zhang, Qi, Li, Xiaoyu +4 · 7 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. CV-VAE: A Compatible Video VAE for Latent Generative Video Models
    2024/05/30 by Sijie Zhao, Yong Zhang, Zhao, Sijie +13 · 12 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Video Analysis and Summarization
  12. Blind Geometric Distortion Correction on Images Through Deep Learning
    2019/09/08 by Xiaoyu Li, Bo Zhang, Li, Xiaoyu +5 · 5 citations
    Computer Science · Engineering · #Optical measurement and interference techniques #Image Processing Techniques and Applications #Advanced Vision and Imaging
  13. Document Rectification and Illumination Correction using a Patch-based CNN
    2019/09/20 by Xiaoyu Li, Bo Zhang, Li, Xiaoyu +5 · 5 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Image Processing Techniques and Applications #Image Enhancement Techniques
  14. CAMO-MOT: Combined Appearance-Motion Optimization for 3D Multi-Object Tracking with Camera-LiDAR Fusion
    2022/09/06 by Li Wang, Xinyu Zhang, Wang, Li +17 · 6 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection
  15. GeometryCrafter: Consistent Geometry Estimation for Open-world Videos with Diffusion Priors
    2025/04/01 by Xu, Tian-Xing, Gao, Xiangjun, Hu, Wenbo +3 · 14 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  16. Ming-Omni: A Unified Multimodal Model for Perception and Generation
    2025/06/11 by AI, Inclusion, Gong, Biao, Zou, Cheng +55 · 22 citations
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  17. Mani-GS: Gaussian Splatting Manipulation with Triangular Mesh
    2024/05/28 by Xiangjun Gao, Gao, Xiangjun, Xiaoyu Li +15 · 7 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image Processing and 3D Reconstruction #Image and Object Detection Techniques #Industrial Vision Systems and Defect Detection
  18. Q-Eval-100K: Evaluating Visual Quality and Alignment Level for Text-to-Vision Content
    2025/03/04 by Zhang, Zicheng, Kou, Tengchuan, Wang, Shushi +9 · 13 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. A High Probability Analysis of Adaptive SGD with Momentum
    2020/07/28 by Li, Xiaoyu, Orabona, Francesco · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  20. StereoCrafter: Diffusion-based Generation of Long and High-fidelity Stereoscopic 3D from Monocular Videos
    2024/09/11 by Sijie Zhao, Zhao, Sijie, Wenbo Hu +15 · 7 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Advanced Optical Imaging Technologies #Image and Video Quality Assessment
  21. GraphRQI: Classifying Driver Behaviors Using Graph Spectrums
    2019/09/30 by Chandra, Rohan, Bhattacharya, Uttaran, Mittal, Trisha +3 · 3 citations
    #FOS: Computer and information sciences #Robotics (cs.RO)
  22. Let's See Clearly: Contaminant Artifact Removal for Moving Cameras
    2021/04/18 by Li, Xiaoyu, Zhang, Bo, Liao, Jing +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.6 #I.4.4
  23. FENeRF: Face Editing in Neural Radiance Fields
    2021/11/30 by Jingxiang Sun, Xuan Wang, Sun, Jingxiang +11 · 3 citations
    Computer Science · #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  24. Head360: Learning a Parametric 3D Full-Head for Free-View Synthesis in 360°
    2024/08/01 by He, Yuxiao, Zhuang, Yiyu, Wang, Yanwen +6 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. MagicMan: Generative Novel View Synthesis of Humans with 3D-Aware Diffusion and Iterative Refinement
    2024/08/26 by He Xu, He, Xu, Xiaoyu Li +17 · 4 citations
    Computer Science · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  26. Thinking Like an Expert:Multimodal Hypergraph-of-Thought (HoT) Reasoning to boost Foundation Modals
    2023/08/11 by Yao, Fanglong, Tian, Changyuan, Liu, Jintao +6 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  27. Circuit Complexity Bounds for RoPE-based Transformer Architecture
    2024/11/12 by Bo Chen, Chen, Bo, Xiaoyu Li +8 · 6 citations
    Engineering · #Low-power high-performance VLSI design #Semiconductor materials and devices #Advancements in Semiconductor Devices and Circuit Design
  28. Poly-MOT: A Polyhedral Framework For 3D Multi-Object Tracking
    2023/07/31 by Li, Xiaoyu, Xie, Tao, Liu, Dedong +5 · 2 citations
    #FOS: Computer and information sciences #Robotics (cs.RO)
  29. LongCat-Flash Technical Report
    2025/09/01 by Meituan LongCat Team, Bei Li, Bayan +264 · 16 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  30. The Computational Limits of State-Space Models and Mamba via the Lens of Circuit Complexity
    2024/12/09 by Yifang Chen, Chen, Yifang, Xiaoyu Li +7 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Cellular Automata and Applications #Computation and Language (cs.CL) #Computational Complexity (cs.CC) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  31. ConTex-Human: Free-View Rendering of Human from a Single Image with Texture-Consistent Synthesis
    2023/11/28 by Gao, Xiangjun, Li, Xiaoyu, Zhang, Chaopeng +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  32. Natural Language Processing for EHR-Based Computational Phenotyping
    2018/06/13 by Zeng, Zexian, Deng, Yu, Li, Xiaoyu +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  33. HumanRef: Single Image to 3D Human Generation via Reference-Guided Diffusion
    2023/11/28 by Zhang, Jingbo, Li, Xiaoyu, Zhang, Qi +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. High-Order Matching for One-Step Shortcut Diffusion Models
    2025/02/02 by Bo Chen, Chen, Bo, Chengyue Gong +12 · 5 citations
    Mathematics · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Statistical Methods and Inference
  35. Theoretical Guarantees for High Order Trajectory Refinement in Generative Flows
    2025/03/12 by Gong, Chengyue, Li, Xiaoyu, Liang, Yingyu +4 · 5 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  36. stMCDI: Masked Conditional Diffusion Model with Graph Neural Network for Spatial Transcriptomics Data Imputation
    2024/03/16 by Xiaoyu Li, Li, Xiaoyu, Wenwen Min +7 · 2 citations
    Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Gene expression and cancer classification #Genomics (q-bio.GN) #Machine Learning (cs.LG) #Single-cell and spatial transcriptomics
  37. On Computational Limits of FlowAR Models: Expressivity and Efficiency
    2025/02/23 by Gong, Chengyue, Ke, Yekun, Li, Xiaoyu +4 · 5 citations
    #Artificial Intelligence (cs.AI) #Computational Complexity (cs.CC) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  38. AMO-Bench: Large Language Models Still Struggle in High School Math Competitions
    2025/10/30 by An, Shengnan, Cai, Xunliang, Cao, Xuezhi +8 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  39. UV Volumes for Real-time Rendering of Editable Free-view Human Performance
    2022/03/27 by Yue Chen, Chen, Yue, Xuan Wang +13 · 1 citation
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
  40. Circuit Complexity Bounds for Visual Autoregressive Model
    2025/01/08 by Yang Ke, Ke, Yekun, Xiaoyu Li +7 · 4 citations
    Computer Science · Engineering · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Complexity (cs.CC) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Machine Learning in Materials Science
  41. FDNeRF: Few-shot Dynamic Neural Radiance Fields for Face Reconstruction and Expression Editing
    2022/08/11 by Zhang, Jingbo, Li, Xiaoyu, Wan, Ziyu +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  42. A Policy-based Approach to the SpecAugment Method for Low Resource E2E ASR
    2022/10/16 by Rui Li, Guodong Ma, Li, Rui +9 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and dialogue systems #electronic engineering #information engineering
  43. 3D GAN Inversion with Facial Symmetry Prior
    2022/11/30 by Fei Yin, Yin, Fei, Yong Zhang +19 · 1 citation
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  44. NVComposer: Boosting Generative Novel View Synthesis with Multiple Sparse and Unposed Images
    2024/12/04 by Lingen Li, Zhaoyang Zhang, Li, Lingen +17 · 2 citations
    Computer Science · #Advanced Vision and Imaging #Advanced Image and Video Retrieval Techniques #Computer Graphics and Visualization Techniques
  45. On Computational Limits and Provably Efficient Criteria of Visual Autoregressive Models: A Fine-Grained Complexity Analysis
    2025/01/08 by Yang Ke, Ke, Yekun, Xiaoyu Li +9 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computational Complexity (cs.CC) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  46. Novel method to extract the femtometer structure of strange baryons using the vacuum polarization effect
    2023/09/08 by BESIII Collaboration, Ablikim, M., Achasov, M. N. +572 · 2 citations
    #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex)
  47. Theoretical Constraints on the Expressive Power of RoPE-based Tensor Attention Transformers
    2024/12/23 by Xiaoyu Li, Yingyu Liang, Li, Xiaoyu +6 · 3 citations
    Computer Science · Mathematics · #Parallel Computing and Optimization Techniques #Tensor decomposition and applications #Computational Physics and Python Applications
  48. Bypassing the Exponential Dependency: Looped Transformers Efficiently Learn In-context by Multi-step Gradient Descent
    2024/10/15 by Bo Chen, Xiaoyu Li, Chen, Bo +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Neural Networks and Applications
  49. On the Computational Capability of Graph Neural Networks: A Circuit Complexity Bound Perspective
    2025/01/11 by Li, Xiaoyu, Liang, Yingyu, Shi, Zhenmei +3 · 4 citations
    #Artificial Intelligence (cs.AI) #Computational Complexity (cs.CC) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  50. Dissecting Submission Limit in Desk-Rejections: A Mathematical Analysis of Fairness in AI Conference Policies
    2025/02/02 by Xiaoyu Li, Cao, Yuefan, Li, Xiaoyu +10 · 2 citations
    Decision Sciences · Social Sciences · #Auction Theory and Applications #Conferences and Exhibitions Management
  51. Probing Large Language Models from A Human Behavioral Perspective
    2023/10/08 by Wang, Xintong, Li, Xiaoyu, Li, Xingshan +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  52. Ming-Flash-Omni: A Sparse, Unified Architecture for Multimodal Perception and Generation
    2025/10/28 by AI, Inclusion, :, Ma, Bowen +59 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  53. Fast-Poly: A Fast Polyhedral Framework For 3D Multi-Object Tracking
    2024/03/20 by Xiaoyu Li, Li, Xiaoyu, Dedong Liu +9 · 1 citation
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Robotics and Sensor-Based Localization
  54. Meeseeks: A Feedback-Driven, Iterative Self-Correction Benchmark evaluating LLMs' Instruction Following Capability
    2025/04/30 by wang, Jiaming, Zhao, Yunke, Ding, Peng +8 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  55. Dynamic Kernel Graph Sparsifiers
    2022/11/27 by Cao, Yang, Deng, Yichuan, Yichuan Deng +9 · 1 citation
    Computer Science · Mathematics · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Graph theory and applications #Stochastic Gradient Optimization Techniques #Topological and Geometric Data Analysis
  56. HiFi-123: Towards High-fidelity One Image to 3D Content Generation
    2023/10/10 by Yu, Wangbo, Yuan, Li, Cao, Yan-Pei +6 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  57. Modern Hopfield Networks Require Chain-of-Thought to Solve NC1-Hard Problems
    2024/12/07 by Cao, Yang, Li, Xiaoyu, Xiaoyu Li +8 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Cellular Automata and Applications #Computation and Language (cs.CL) #Computational Complexity (cs.CC) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  58. Force Matching with Relativistic Constraints: A Physics-Inspired Approach to Stable and Efficient Generative Modeling
    2025/02/12 by Cao, Yang, Chen, Bo, Li, Xiaoyu +5 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  59. RoPE Attention Can Be Trained in Almost Linear Time
    2024/12/23 by Yang Cao, Jiayan Huo, Chen, Yifang +8 · 2 citations
    Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Blind Source Separation Techniques #Neural Networks and Reservoir Computing
  60. COT: A Generative Approach for Hate Speech Counter-Narratives via Contrastive Optimal Transport
    2024/06/18 by Linhao Zhang, Zhang, Linhao, Jin Li +7 · 1 citation
    Computer Science · #Hate Speech and Cyberbullying Detection
  61. Audio Turing Test: Benchmarking the Human-likeness of Large Language Model-based Text-to-Speech Systems in Chinese
    2025/05/16 by Xihuai Wang, Ziyi Zhao, Wang, Xihuai +21 · 2 citations
    Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Face recognition and analysis #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  62. RockTrack: A 3D Robust Multi-Camera-Ken Multi-Object Tracking Framework
    2024/09/18 by Xiaoyu Li, Li, Xiaoyu, Peidong Li +13 · 1 citation
    Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Video Surveillance and Tracking Methods
  63. Scaling Law Phenomena Across Regression Paradigms: Multiple and Kernel Approaches
    2025/03/03 by Yifang Chen, Xuyang Guo, Chen, Yifang +9 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques
  64. Grams: Gradient Descent with Adaptive Momentum Scaling for Training Large Language Models
    2024/12/22 by Cao, Yang, Xiaoyu Li, Zhao Song +2 · 1 citation
    Engineering · #Artificial Intelligence (cs.AI) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Slime Mold and Myxomycetes Research
  65. Universal Approximation of Visual Autoregressive Transformers
    2025/02/10 by Yifang Chen, Xiaoyu Li, Chen, Yifang +7 · 1 citation
    Neuroscience · Physics and Astronomy · #Visual perception and processing mechanisms #Color Science and Applications
  66. BlobCtrl: Taming Controllable Blob for Element-level Image Editing
    2025/03/17 by Yaowei Li, Lingen Li, Li, Yaowei +15 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Image Processing Techniques #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Modular Robots and Swarm Intelligence #Multimedia (cs.MM)