Qi Dou

Temporal Memory Enhancement for Semantic Segmentation in Surgical Video MIDL 2026 Concepts from Representations: Post-hoc Concept Bottleneck Models via Sparse Decomposition of Visual Representations AAAI 2026 A Simple yet Effective Adaptive Inter-organ Contrastive Learning Framework for Unsupervised Domain Adaptation MIDL 2026 Test-Time Retrieval-Augmented Adaptation for Vision-Language Models ICCV 2025 HealthCards: Exploring Text-to-Image Generation as Visual Aids for Healthcare Knowledge Democratizing and Education EMNLP 2025 LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding EMNLP 2025 DDxTutor: Clinical Reasoning Tutoring System with Differential Diagnosis-Based Structured Reasoning ACL 2025 Surgical Action Planning with Large Language Models MICCAI 2025 Medical Large Vision Language Models with Multi-Image Visual Ability MICCAI 2025 Endo3R: Unified Online Reconstruction from Dynamic Monocular Endoscopic Video MICCAI 2025 CSAP-Assist: Instrument-Agent Dialogue Empowered Vision-Language Models for Collaborative Surgical Action Planning MICCAI 2025 ClipGS: Clippable Gaussian Splatting for Interactive Cinematic Visualization of Volumetric Medical Data MICCAI 2025 Kernel-based Unsupervised Embedding Alignment for Enhanced Visual Representation in Vision-language Models ICML 2025 Hybrid Reciprocal Transformer with Triplet Feature Alignment for Scene Graph Generation CVPR 2025 Boosting the visual interpretability of CLIP via adversarial fine-tuning ICLR 2025 Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models ECCV 2024 Vision Foundation Model Enables Generalizable Object Pose Estimation NIPS 2024 Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning NIPS 2024 FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models NIPS 2024 ANEDL: Adaptive Negative Evidential Deep Learning for Open-Set Semi-supervised Learning AAAI 2024 Structured Gradient-based Interpretations via Norm-Regularized Adversarial Training CVPR 2024 Ensemble Diversity Facilitates Adversarial Transferability CVPR 2024 Shape-guided Configuration-aware Learning for Endoscopic-image-based Pose Estimation of Flexible Robotic Instruments ECCV 2024 Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate ICLR 2024 Deform3DGS: Flexible Deformation for Fast Surgical Scene Reconstruction with Gaussian Splatting MICCAI 2024 EndoGSLAM: Real-Time Dense Reconstruction and Tracking in Endoscopic Surgeries using Gaussian Splatting MICCAI 2024 Enhanced Scale-aware Depth Estimation for Monocular Endoscopic Scenes with Geometric Modeling MICCAI 2024 Enhancing Federated Learning Performance Fairness via Collaboration Graph-based Reinforcement Learning MICCAI 2024 Incorporating Clinical Guidelines through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS Scoring MICCAI 2024 Language-Enhanced Local-Global Aggregation Network for Multi-Organ Trauma Detection MICCAI 2024 Robust Semi-supervised Multimodal Medical Image Segmentation via Cross Modality Collaboration MICCAI 2024 Weakly-supervised Medical Image Segmentation with Gaze Annotations MICCAI 2024 Any-point Trajectory Modeling for Policy Learning RSS 2024 Efficient Transferability Assessment for Selection of Pre-Trained Detectors WACV 2024 Video Dehazing via a Multi-Range Temporal Alignment Network With Physical Prior CVPR 2023 Federated Domain Generalization for Image Recognition via Cross-Client Style Transfer WACV 2023 Deep Fusion Transformer Network with Weighted Vector-Wise Keypoints Voting for Robust 6D Object Pose Estimation ICCV 2023 Why Is the Winner the Best? CVPR 2023 Fair Federated Medical Image Segmentation via Client Contribution Estimation CVPR 2023 HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images AAAI 2022 Federated Learning from Only Unlabeled Data with Class-conditional-sharing Clients ICLR 2022 Tackling Long-Tailed Category Distribution under Domain Shifts ECCV 2022 Single-Domain Generalization in Medical Image Segmentation via Test-Time Adaptation from Shape Dictionary AAAI 2022 Transformer-Empowered Multi-Scale Contextual Matching and Aggregation for Multi-Contrast MRI Super-Resolution CVPR 2022 Sim-to-Real 6D Object Pose Estimation via Iterative Self-Training for Robotic Bin Picking ECCV 2022 FedBN: Federated Learning on Non-IID Features via Local Batch Normalization ICLR 2021 SGPA: Structure-Guided Prior Adaptation for Category-Level 6D Object Pose Estimation ICCV 2021 FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space CVPR 2021 Harmonizing Transferability and Discriminability for Adapting Object Detectors CVPR 2020 Domain Generalization via Model-Agnostic Learning of Semantic Features NIPS 2019 Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation AAAI 2019 Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss IJCAI 2018