Xinyang Liu

1. Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark
   2021/09/30 by Martin Wagner, Beat P. Müller‐Stich, Wagner, Martin +78 · 13 citations
   Medicine · #Surgical Simulation and Training #Cardiac, Anesthesia and Surgical Outcomes
2. The ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2023: Intracranial Meningioma
   2023/05/12 by Dominic LaBella, LaBella, Dominic, Maruf Adewole +117 · 16 citations
   Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Glioma Diagnosis and Treatment #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Meningioma and schwannoma management #Traumatic Brain Injury and Neurovascular Disturbances
3. The Brain Tumor Segmentation (BraTS-METS) Challenge 2023: Brain Metastasis Segmentation on Pre-treatment MRI
   2023/06/01 by Ahmed W. Moawad, Anastasia Janas, Moawad, Ahmed W. +296 · 14 citations
   Medicine · Neuroscience · #Brain Metastases and Treatment #Brain Tumor Detection and Classification #FOS: Biological sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Other Quantitative Biology (q-bio.OT) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
4. The Brain Tumor Segmentation (BraTS) Challenge 2023: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs)
   2023/05/26 by Anahita Fathi Kazerooni, Nastaran Khalili, Kazerooni, Anahita Fathi +132 · 14 citations
   Medicine · #Glioma Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging #Radiation Therapy and Dosimetry
5. Tuning Multi-mode Token-level Prompt Alignment across Modalities
   2023/09/25 by Dongsheng Wang, Wang, Dongsheng, Miaoge Li +9 · 10 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
6. DELTAR: Depth Estimation from a Light-weight ToF Sensor and RGB Image
   2022/09/27 by Yijin Li, Li, Yijin, Xinyang Liu +13 · 5 citations
   Computer Science · Engineering · Physics and Astronomy · #Advanced Optical Sensing Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Optical measurement and interference techniques
7. Multi-Modal Neural Radiance Field for Monocular Dense SLAM with a Light-Weight ToF Sensor
   2023/08/28 by Xinyang Liu, Liu, Xinyang, Yijin Li +11 · 6 citations
   Computer Science · Engineering · Physics and Astronomy · #Advanced Optical Sensing Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical measurement and interference techniques #Robotics and Sensor-Based Localization
8. The Brain Tumor Segmentation (BraTS) Challenge: Local Synthesis of Healthy Brain Tissue via Inpainting
   2023/05/15 by Florian Kofler, Kofler, Florian, Felix Meissen +164 · 8 citations
   Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
9. BraTS-PEDs: Results of the Multi-Consortium International Pediatric Brain Tumor Segmentation Challenge 2023
   2024/07/11 by Anahita Fathi Kazerooni, Nastaran Khalili, Kazerooni, Anahita Fathi +160 · 1 voice · 7 citations
   Medicine · #Radiomics and Machine Learning in Medical Imaging #Glioma Diagnosis and Treatment #Medical Imaging Techniques and Applications
10. The Brain Tumor Segmentation (BraTS) Challenge 2023: Brain MR Image Synthesis for Tumor Segmentation (BraSyn)
    2023/05/15 by Hongwei Li, Li, Hongwei Bran, Gian Marco Conte +125 · 3 citations
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Medical Image Segmentation Techniques
11. The Brain Tumor Segmentation in Pediatrics (BraTS-PEDs) Challenge: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs)
    2024/04/23 by Anahita Fathi Kazerooni, Nastaran Khalili, Kazerooni, Anahita Fathi +137 · 4 citations
    Pharmacology, Toxicology and Pharmaceutics · Medicine · #Chemical Reactions and Isotopes #Radiation Therapy and Dosimetry #Glioma Diagnosis and Treatment
12. Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation
    2025/03/03 by Tianyang Wen, Yifei Wang, Wen, Tiansheng +17 · 8 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
13. Linearly-evolved Transformer for Pan-sharpening
    2024/04/19 by Junming Hou, Hou, Junming, Zihan Cao +15 · 3 citations
    Engineering · #Laser Material Processing Techniques #Advanced machining processes and optimization #Thermography and Photoacoustic Techniques
14. Advancing Graph Generation through Beta Diffusion
    2024/06/13 by Xinyang Liu, Liu, Xinyang, Yilin He +5 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #DNA and Biological Computing #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Software Testing and Debugging Techniques
15. Analysis of the MICCAI Brain Tumor Segmentation -- Metastases (BraTS-METS) 2025 Lighthouse Challenge: Brain Metastasis Segmentation on Pre- and Post-treatment MRI
    2025/04/16 by Nazanin Maleki, Raisa Amiruddin, Maleki, Nazanin +336 · 6 citations
    Medicine · #Brain Metastases and Treatment #Glioma Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging
16. Patch-Prompt Aligned Bayesian Prompt Tuning for Vision-Language Models
    2023/03/16 by Xinyang Liu, Dongsheng Wang, Liu, Xinyang +12 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
17. ETO:Efficient Transformer-based Local Feature Matching by Organizing Multiple Homography Hypotheses
    2024/10/30 by Junjie Ni, Guofeng Zhang, Ni, Junjie +11 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced Algorithms and Applications #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
18. Adult Glioma Segmentation in Sub-Saharan Africa using Transfer Learning on Stratified Finetuning Data
    2024/12/05 by Abhijeet Parida, Parida, Abhijeet, Daniel Capellán-Martín +13 · 5 citations
    Computer Science · Medicine · Neuroscience · #AI in cancer detection #Brain Tumor Detection and Classification #COVID-19 diagnosis using AI #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. MindSpeed RL: Distributed Dataflow for Scalable and Efficient RL Training on Ascend NPU Cluster
    2025/07/25 by Feng, Laingjun, Pan, Chenyi, X. H. Guo +20 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #CS #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Reinforcement Learning in Robotics