Huazhu Fu

Real-time Breast Lesion Detection in Videos via Spatial-temporal Feature Aggregation MIDL 2025 GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis ICCV 2025 Look Back for More: Harnessing Historical Sequential Updates for Personalized Federated Adapter Tuning AAAI 2025 AIF-SFDA: Autonomous Information Filter Driven Source-Free Domain Adaptation for Medical Image Segmentation AAAI 2025 Cycle Context Verification for In-Context Medical Image Segmentation MICCAI 2025 MicroMIL: Graph-Based Multiple Instance Learning for Context-Aware Diagnosis with Microscopic Images MICCAI 2025 A Simple Data Augmentation for Feature Distribution Skewed Federated Learning CVPR 2025 Vision-Amplified Semantic Entropy for Hallucination Detection in Medical Visual Question Answering MICCAI 2025 Text-driven Multiplanar Visual Interaction for Semi-supervised Medical Image Segmentation MICCAI 2025 Vision-Language Model IP Protection via Prompt-based Learning CVPR 2025 MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification CVPR 2025 SABPI-Net: A Novel Structure-Aware Network for Accurate and Domain-Invariant Retinopathy of Prematurity Diagnosis MICCAI 2025 RIFNet: Bridging Modalities for Accurate and Detailed Ocular Disease Analysis MICCAI 2025 Parameterized Diffusion Optimization enabled Autoregressive Ordinal Regression for Diabetic Retinopathy Grading MICCAI 2025 No More Sliding Window: Efficient 3D Medical Image Segmentation with Differentiable Top-K Patch Sampling MICCAI 2025 Teaching AI the Anatomy Behind the Scan: Addressing Anatomical Flaws in Medical Image Segmentation with Learnable Prior ICCV 2025 Memory-efficient High-resolution OCT Volume Synthesis with Cascaded Amortized Latent Diffusion Models MICCAI 2024 DB-SAM: Delving into High Quality Universal Medical Image Segmentation MICCAI 2024 FRCNet: Frequency and Region Consistency for Semi-supervised Medical Image Segmentation MICCAI 2024 MedMLP: An Efficient MLP-like Network for Zero-shot Retinal Image Classification MICCAI 2024 MedSynth: Leveraging Generative Model for Healthcare Data Sharing MICCAI 2024 CLIP-DR: Textual Knowledge-Guided Diabetic Retinopathy Grading with Ranking-aware Prompting MICCAI 2024 MM-Retinal: Knowledge-Enhanced Foundational Pretraining with Fundus Image-Text Expertise MICCAI 2024 MPMNet: Modal Prior Mutual-support Network for Age-related Macular Degeneration Classification MICCAI 2024 Out-Of-Distribution Detection with Diversification (Provably) NIPS 2024 An Aggregation-Free Federated Learning for Tackling Data Heterogeneity CVPR 2024 ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification CVPR 2024 Self-Training Large Language and Vision Assistant for Medical Question Answering EMNLP 2024 Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI Segmentation MICCAI 2024 Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise NIPS 2024 MedSegDiff-V2: Diffusion-Based Medical Image Segmentation with Transformer AAAI 2024 Open-Set Semi-Supervised Medical Image Classification with Learnable Prototypes and Outlier Filter MICCAI 2024 Multi-scale Region-aware Implicit Neural Network for Medical Images Matting MICCAI 2024 Provable Dynamic Fusion for Low-Quality Multimodal Data ICML 2023 dugMatting: Decomposed-Uncertainty-Guided Matting ICML 2023 Video Adverse-Weather-Component Suppression Network via Weather Messenger and Adversarial Backpropagation ICCV 2023 Learning Federated Visual Prompt in Null Space for MRI Reconstruction CVPR 2023 Fairness-guided Few-shot Prompting for Large Language Models NIPS 2023 Model Barrier: A Compact Un-Transferable Isolation Domain for Model Intellectual Property Protection CVPR 2023 Calibrating Multimodal Learning ICML 2023 Trustworthy Long-Tailed Classification CVPR 2022 FedDC: Federated Learning With Non-IID Data via Local Drift Decoupling and Correction CVPR 2022 Rethinking Video Rain Streak Removal: A New Synthesis Model and a Deraining Network with Video Rain Prior ECCV 2022 Can You Spot the Chameleon? Adversarially Camouflaging Images From Co-Salient Object Detection CVPR 2022 RSCFed: Random Sampling Consensus Federated Semi-Supervised Learning CVPR 2022 Trusted Multi-View Classification ICLR 2021 Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions NIPS 2021 Group Collaborative Learning for Co-Salient Object Detection CVPR 2021 Triple-Cooperative Video Shadow Detection CVPR 2021 Specificity-Preserving RGB-D Saliency Detection ICCV 2021 Visual-Textual Attentive Semantic Consistency for Medical Report Generation ICCV 2021 VIL-100: A New Dataset and a Baseline Model for Video Instance Lane Detection ICCV 2021 VideoLT: Large-Scale Long-Tailed Video Recognition ICCV 2021 Taking a Deeper Look at Co-Salient Object Detection CVPR 2020 Multi-Mutual Consistency Induced Transfer Subspace Learning for Human Motion Segmentation CVPR 2020 CPM-Nets: Cross Partial Multi-View Networks NIPS 2019 Reciprocal Multi-Layer Subspace Learning for Multi-View Clustering ICCV 2019 A Deep Step Pattern Representation for Multimodal Retinal Image Registration ICCV 2019 AE2-Nets: Autoencoder in Autoencoder Networks CVPR 2019 3-in-1 Correlated Embedding via Adaptive Exploration of the Structure and Semantic Subspaces IJCAI 2018 Latent Multi-View Subspace Clustering CVPR 2017 Low-Rank Tensor Constrained Multiview Subspace Clustering ICCV 2015 Object-Based RGBD Image Co-Segmentation With Mutex Constraint CVPR 2015 Diversity-Induced Multi-View Subspace Clustering CVPR 2015 Object-based Multiple Foreground Video Co-segmentation CVPR 2014