Ziyan Wu

Consistent Instance Field for Dynamic Scene Understanding CVPR 2026 MedGRPO: Multi-Task Reinforcement Learning for Heterogeneous Medical Video Understanding CVPR 2026 3D Vision-Language Gaussian Splatting ICLR 2025 6DGS: Enhanced Direction-Aware Gaussian Splatting for Volumetric Rendering ICLR 2025 7DGS: Unified Spatial-Temporal-Angular Gaussian Splatting ICCV 2025 Automated Patient Positioning with Learned 3D Hand Gestures WACV 2025 CHROME: Clothed Human Reconstruction with Occlusion-Resilience and Multiview-Consistency from a Single Image ICCV 2025 Order-aware Interactive Segmentation ICLR 2025 PolypSegTrack: Unified Foundation Model for Colonoscopy Video Analysis MICCAI 2025 Seq2Time: Sequential Knowledge Transfer for Video LLM Temporal Grounding CVPR 2025 DaReNeRF: Direction-aware Representation for Dynamic Scenes CVPR 2024 DDGS-CT: Direction-Disentangled Gaussian Splatting for Realistic Volume Rendering NeurIPS 2024 Disguise without Disruption: Utility-Preserving Face De-identification AAAI 2024 Divide and Fuse: Body Part Mesh Recovery from Partially Visible Human Images ECCV 2024 Federated Learning via Input-Output Collaborative Distillation AAAI 2024 Few-Shot 3D Volumetric Segmentation with Multi-Surrogate Fusion MICCAI 2024 Implicit Modeling of Non-rigid Objects with Cross-Category Signals AAAI 2024 PBADet: A One-Stage Anchor-Free Approach for Part-Body Association ICLR 2024 CMDA: Cross-Modality Domain Adaptation for Nighttime Semantic Segmentation ICCV 2023 Progressive Multi-View Human Mesh Recovery with Self-Supervision AAAI 2023 Forecasting Human Trajectory from Scene History NeurIPS 2022 Multi-Motion and Appearance Self-Supervised Moving Object Detection WACV 2022 PREF: Predictability Regularized Neural Motion Fields ECCV 2022 Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation AAAI 2022 PseudoClick: Interactive Image Segmentation with Click Imitation ECCV 2022 Self-supervised Human Mesh Recovery with Cross-Representation Alignment ECCV 2022 SMPL-A: Modeling Person-Specific Deformable Anatomy CVPR 2022 Visual Similarity Attention IJCAI 2022 A Peek Into the Reasoning of Neural Networks: Interpreting With Structural Visual Concepts CVPR 2021 Ensemble Attention Distillation for Privacy-Preserving Federated Learning ICCV 2021 Spatio-Temporal Representation Factorization for Video-Based Person Re-Identification ICCV 2021 Hierarchical Kinematic Human Mesh Recovery ECCV 2020 Towards Visually Explaining Variational Autoencoders CVPR 2020 Counterfactual Visual Explanations ICML 2019 Incremental Scene Synthesis NeurIPS 2019 Learning Local RGB-to-CAD Correspondences for Object Pose Estimation ICCV 2019 Learning Without Memorizing CVPR 2019 Re-Identification With Consistent Attentive Siamese Networks CVPR 2019 Sharpen Focus: Learning With Attention Separability and Consistency ICCV 2019 End-to-End Learning of Keypoint Detector and Descriptor for Pose Invariant 3D Matching CVPR 2018 Learning Compositional Visual Concepts With Mutual Consistency CVPR 2018 Tell Me Where to Look: Guided Attention Inference Network CVPR 2018 Zero-Shot Deep Domain Adaptation ECCV 2018 Weakly Supervised Summarization of Web Videos ICCV 2017