Yixuan Yuan

MonoSplat: Generalizable 3D Gaussian Splatting from Monocular Depth Foundation Models CVPR 2025 Track Any Anomalous Object:A Granular Video Anomaly Detection Pipeline CVPR 2025 GaussianReg: Rapid 2D/3D Registration for Emergency Surgery via Explicit 3D Modeling with Gaussian Primitives ICCV 2025 Probabilistic Prior-Guided Anatomical Alignment for MRI Super-Resolution MICCAI 2025 U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation AAAI 2025 DeMo: Deep Motion Field Consensus with Learnable Kernels for Two-view Correspondence Learning AAAI 2025 STEAM: Self-supervised TEeth Analysis and Modeling for Point Cloud Segmentation MICCAI 2025 A Survey of LLM-based Agents in Medicine: How far are we from Baymax? ACL 2025 Masked Contrastive Language-Image Modeling For Brain Segmentation MICCAI 2025 EndoGen: Conditional Autoregressive Endoscopic Video Generation MICCAI 2025 Synthesizing Realistic fMRI: A Physiological Dynamics-Driven Hierarchical Diffusion Model for Efficient fMRI Acquisition ICLR 2025 InstantSplamp: Fast and Generalizable Stenography Framework for Generative Gaussian Splatting ICLR 2025 InfoBridge: Balanced Multimodal Integration through Conditional Dependency Modeling ICCV 2025 MetaScope: Optics-Driven Neural Network for Ultra-Micro Metalens Endoscopy ICCV 2025 MedVSR: Medical Video Super-Resolution with Cross State-Space Propagation ICCV 2025 X2-Gaussian: 4D Radiative Gaussian Splatting for Continuous-time Tomographic Reconstruction ICCV 2025 Stealing Knowledge from Pre-trained Language Models for Federated Classifier Debiasing MICCAI 2024 Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM NIPS 2024 Fine-Grained Image-Text Alignment in Medical Imaging Enables Explainable Cyclic Image-Report Generation ACL 2024 GTP-4o: Modality-prompted Heterogeneous Graph Learning for Omni-modal Biomedical Representation ECCV 2024 Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation ECCV 2024 CLIFF: Continual Latent Diffusion for Open-Vocabulary Object Detection ECCV 2024 DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation MICCAI 2024 Endora: Video Generation Models as Endoscopy Simulators MICCAI 2024 EndoSparse: Real-Time Sparse View Synthesis of Endoscopic Scenes using Gaussian Splatting MICCAI 2024 F2TNet: FMRI to T1w MRI Knowledge Transfer Network for Brain Multi-phenotype Prediction MICCAI 2024 From Static to Dynamic Diagnostics: Boosting Medical Image Analysis via Motion-Informed Generative Videos MICCAI 2024 fTSPL: Enhancing Brain Analysis with fMRI-Text Synergistic Prompt Learning MICCAI 2024 GBT: Geometric-oriented Brain Transformer for Autism Diagnosis MICCAI 2024 Hierarchical Graph Learning with Small-World Brain Connectomes for Cognitive Prediction MICCAI 2024 LGS: A Light-weight 4D Gaussian Splatting for Efficient Surgical Scene Reconstruction MICCAI 2024 Medical Image Synthesis via Fine-Grained Image-Text Alignment and Anatomy-Pathology Prompting MICCAI 2024 MOST: Multi-Formation Soft Masking for Semi-Supervised Medical Image Segmentation MICCAI 2024 Variational Field Constraint Learning for Degree of Coronary Artery Ischemia Assessment MICCAI 2024 When 3D Partial Points Meets SAM: Tooth Point Cloud Segmentation with Sparse Labels MICCAI 2024 Unleash the Potential of Image Branch for Cross-modal 3D Object Detection NIPS 2023 CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection ICCV 2023 FedPD: Federated Open Set Recognition with Parameter Disentanglement ICCV 2023 MRM: Masked Relation Modeling for Medical Image Pre-Training with Genetics ICCV 2023 Novel Scenes & Classes: Towards Adaptive Open-set Object Detection ICCV 2023 Adjustment and Alignment for Unbiased Open Set Domain Adaptation CVPR 2023 EfficientViT: Memory Efficient Vision Transformer With Cascaded Group Attention CVPR 2023 IDEA-Net: Dynamic 3D Point Cloud Interpolation via Deep Embedding Alignment CVPR 2022 Towards Robust Adaptive Object Detection Under Noisy Annotations CVPR 2022 Unknown-Oriented Learning for Open Set Domain Adaptation ECCV 2022 SCAN: Cross Domain Object Detection with Semantic Conditioned Adaptation AAAI 2022 Incremental Cross-View Mutual Distillation for Self-Supervised Medical CT Synthesis CVPR 2022 SimT: Handling Open-Set Noise for Domain Adaptive Semantic Segmentation CVPR 2022 SIGMA: Semantic-Complete Graph Matching for Domain Adaptive Object Detection CVPR 2022 MetaCorrection: Domain-Aware Meta Loss Correction for Unsupervised Domain Adaptation in Semantic Segmentation CVPR 2021 Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring AAAI 2021