Xuming He

Relation-aware Hierarchical Prompt for Open-vocabulary Scene Graph Generation AAAI 2025 GeoDistill: Geometry-Guided Self-Distillation for Weakly Supervised Cross-View Localization ICCV 2025 Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shifts NIPS 2024 CryoGEM: Physics-Informed Generative Cryo-Electron Microscopy NIPS 2024 P$^2$OT: Progressive Partial Optimal Transport for Deep Imbalanced Clustering ICLR 2024 Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning CVPR 2024 RealDex: Towards Human-like Grasping for Robotic Dexterous Hand IJCAI 2024 Mining Fine-Grained Image-Text Alignment for Zero-Shot Captioning via Text-Only Training AAAI 2024 "SPHINX: A Mixer of Weights, Visual Embeddings and Image Scales for Multi-modal Large Language Models" ECCV 2024 Dual-level Adaptive Self-Labeling for Novel Class Discovery in Point Cloud Segmentation ECCV 2024 From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language Models CVPR 2024 DSGG: Dense Relation Transformer for an End-to-end Scene Graph Generation CVPR 2024 MILD: Modeling the Instance Learning Dynamics for Learning with Noisy Labels IJCAI 2023 Human-centric Scene Understanding for 3D Large-scale Scenarios ICCV 2023 Grounded Image Text Matching with Mismatched Relation Reasoning ICCV 2023 Class-relation Knowledge Distillation for Novel Class Discovery ICCV 2023 Weakly-supervised HOI Detection via Prior-guided Bi-level Representation Learning ICLR 2023 CALIP: Zero-Shot Enhancement of CLIP with Parameter-Free Attention AAAI 2023 HOICLIP: Efficient Knowledge Transfer for HOI Detection With Vision-Language Models CVPR 2023 ATTA: Anomaly-aware Test-Time Adaptation for Out-of-Distribution Detection in Segmentation NIPS 2023 Modeling Multimodal Aleatoric Uncertainty in Segmentation with Mixture of Stochastic Experts ICLR 2023 KD-VLP: Improving End-to-End Vision-and-Language Pretraining with Object Knowledge Distillation NAACL 2022 General Incremental Learning With Domain-Aware Categorical Representations CVPR 2022 SGTR: End-to-End Scene Graph Generation With Transformer CVPR 2022 Learning Semantic Correspondence with Sparse Annotations ECCV 2022 Generative Negative Text Replay for Continual Vision-Language Pretraining ECCV 2022 Bipartite Graph Network With Adaptive Message Passing for Unbiased Scene Graph Generation CVPR 2021 DER: Dynamically Expandable Representation for Class Incremental Learning CVPR 2021 Relation-aware Instance Refinement for Weakly Supervised Visual Grounding CVPR 2021 Dynamic Grained Encoder for Vision Transformers NIPS 2021 Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising Model MIDL 2021 GNeRF: GAN-Based Neural Radiance Field Without Posed Camera ICCV 2021 Learning Implicit Temporal Alignment for Few-shot Video Classification IJCAI 2021 Distribution Alignment: A Unified Framework for Long-Tail Visual Recognition CVPR 2021 Learning Cross-Modal Context Graph for Visual Grounding AAAI 2020 Part-aware Prototype Network for Few-shot Semantic Segmentation ECCV 2020 A Dual Attention Network with Semantic Embedding for Few-Shot Learning AAAI 2019 Dynamic Context Correspondence Network for Semantic Alignment ICCV 2019 Pose-Aware Multi-Level Feature Network for Human Object Interaction Detection ICCV 2019 LatentGNN: Learning Efficient Non-local Relations for Visual Recognition ICML 2019 SemStyle: Learning to Generate Stylised Image Captions Using Unaligned Text CVPR 2018 One-Shot Action Localization by Learning Sequence Matching Network CVPR 2018 Geometry-Aware Deep Network for Single-Image Novel View Synthesis CVPR 2018 Indoor Scene Parsing With Instance Segmentation, Semantic Labeling and Support Relationship Inference CVPR 2017 Boundary-Aware Instance Segmentation CVPR 2017 Predicting Salient Face in Multiple-Face Videos CVPR 2017 Deep Free-Form Deformation Network for Object-Mask Registration ICCV 2017 Learning deep structured network for weakly supervised change detection IJCAI 2017 Learning to Co-Generate Object Proposals With a Deep Structured Network CVPR 2016 Separating Objects and Clutter in Indoor Scenes CVPR 2015 Multiclass Semantic Video Segmentation With Object-Level Active Inference CVPR 2015 Indoor Scene Structure Analysis for Single Image Depth Estimation CVPR 2015 Structural Kernel Learning for Large Scale Multiclass Object Co-Detection ICCV 2015 An Exemplar-based CRF for Multi-instance Object Segmentation CVPR 2014 Discrete-Continuous Depth Estimation from a Single Image CVPR 2014 Winding Number for Region-Boundary Consistent Salient Contour Extraction CVPR 2013 Learning Structured Hough Voting for Joint Object Detection and Occlusion Reasoning CVPR 2013 A unified model of short-range and long-range motion perception NIPS 2010 Learning Hybrid Models for Image Annotation with Partially Labeled Data NIPS 2008