Junwei Han

AURORA: Augmented Understanding via Structured Reasoning and Reinforcement Learning for Reference Audio-Visual Segmentation AAAI 2026 Does YOLO Really Need to See Every Training Image in Every Epoch? CVPR 2026 Few-Shot Hybrid Incremental Learning:Continually Learning under Data Scarcity and Task Uncertainty CVPR 2026 MPL: Match-guided Prototype Learning for Few-shot Action Recognition CVPR 2026 UQ-ViT: Harmonizing Extreme Activations with Hardware-Friendly Uniform Quantization in Vision Transformers AAAI 2026 CityGS-X: A Scalable Architecture for Efficient and Geometrically Accurate Large-Scale Scene Reconstruction ICCV 2025 Not All Tokens Matter All The Time: Dynamic Token Aggregation Towards Efficient Detection Transformers ICML 2025 Ph-GAN: Physics-Inspired GAN for Generating SAR Images Under Limited Data ICCV 2025 Pursuing Temporal-Consistent Video Virtual Try-On via Dynamic Pose Interaction CVPR 2025 TAViS: Text-bridged Audio-Visual Segmentation with Foundation Models ICCV 2025 ASPS: Augmented Segment Anything Model for Polyp Segmentation MICCAI 2024 Bidirectional Reciprocative Information Communication for Few-Shot Semantic Segmentation ICML 2024 Brain Cortical Functional Gradients Predict Cortical Folding Patterns via Attention Mesh Convolution MICCAI 2024 CONDA: Condensed Deep Association Learning for Co-Salient Object Detection. ECCV 2024 Disease Progression Prediction Incorporating Genotype-Environment Interactions: A Longitudinal Neurodegenerative Disorder Study MICCAI 2024 Epileptic Seizure Detection in SEEG Signals using a Unified Multi-scale Temporal-Spatial-Spectral Transformer Model MICCAI 2024 F2TNet: FMRI to T1w MRI Knowledge Transfer Network for Brain Multi-phenotype Prediction MICCAI 2024 GGRt: Towards Generalizable 3D Gaussians without Pose Priors in Real-Time ECCV 2024 GP-NeRF: Generalized Perception NeRF for Context-Aware 3D Scene Understanding CVPR 2024 SpFormer: Spatio-Temporal Modeling for Scanpaths with Transformer AAAI 2024 VSCode: General Visual Salient and Camouflaged Object Detection with 2D Prompt Learning CVPR 2024 Boosting Low-Data Instance Segmentation by Unsupervised Pre-Training With Saliency Prompt CVPR 2023 Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection CVPR 2023 Fine-grained Artificial Neurons in Audio-transformers for Disentangling Neural Auditory Encoding ACL 2023 Multi-grained Temporal Prototype Learning for Few-shot Video Object Segmentation ICCV 2023 Small Object Detection via Coarse-to-fine Proposal Generation and Imitation Learning ICCV 2023 Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation IJCAI 2022 Colar: Effective and Efficient Online Action Detection by Consulting Exemplars CVPR 2022 Exploring Effective Data for Surrogate Training Towards Black-Box Attack CVPR 2022 Incremental Cross-View Mutual Distillation for Self-Supervised Medical CT Synthesis CVPR 2022 Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation NeurIPS 2022 Learning Non-Target Knowledge for Few-Shot Semantic Segmentation CVPR 2022 Learning What Not To Segment: A New Perspective on Few-Shot Segmentation CVPR 2022 Robust Region Feature Synthesizer for Zero-Shot Object Detection CVPR 2022 Weakly Supervised Rotation-Invariant Aerial Object Detection Network CVPR 2022 Learning Dual Priors for JPEG Compression Artifacts Removal ICCV 2021 Light Field Saliency Detection With Dual Local Graph Learning and Reciprocative Guidance ICCV 2021 Oriented R-CNN for Object Detection ICCV 2021 Strengthen Learning Tolerance for Weakly Supervised Object Localization CVPR 2021 Summarize and Search: Learning Consensus-Aware Dynamic Convolution for Co-Saliency Detection ICCV 2021 Visual Saliency Transformer ICCV 2021 Weakly Supervised Video Salient Object Detection CVPR 2021 Deep Embedded Complementary and Interactive Information for Multi-View Classification AAAI 2020 Joint Multi-view 2D Convolutional Neural Networks for 3D Object Classification IJCAI 2020 Learning Selective Self-Mutual Attention for RGB-D Saliency Detection CVPR 2020 Multi-scale and Discriminative Part Detectors Based Features for Multi-label Image Classification IJCAI 2018 PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection CVPR 2018 PoseFlow: A Deep Motion Representation for Understanding Human Behaviors in Videos CVPR 2018 Reinforcement Cutting-Agent Learning for Video Object Segmentation CVPR 2018 Feature Selection via Scaling Factor Integrated Multi-Class Support Vector Machines IJCAI 2017 Flexible Orthogonal Neighborhood Preserving Embedding IJCAI 2017 Learning Category-Specific 3D Shape Models From Weakly Labeled 2D Images CVPR 2017 Linear Manifold Regularization with Adaptive Graph for Semi-supervised Dimensionality Reduction IJCAI 2017 Multi-view Feature Learning with Discriminative Regularization IJCAI 2017 Orthogonal and Nonnegative Graph Reconstruction for Large Scale Clustering IJCAI 2017 Self-paced Mixture of Regressions IJCAI 2017 Semi-supervised Orthogonal Graph Embedding with Recursive Projections IJCAI 2017 SPFTN: A Self-Paced Fine-Tuning Network for Segmenting Objects in Weakly Labelled Videos CVPR 2017 Supervision by Fusion: Towards Unsupervised Learning of Deep Salient Object Detector ICCV 2017 Two dimensional Large Margin Nearest Neighbor for Matrix Classification IJCAI 2017 Bridging Saliency Detection to Weakly Supervised Object Detection Based on Self-Paced Curriculum Learning IJCAI 2016 DHSNet: Deep Hierarchical Saliency Network for Salient Object Detection CVPR 2016 Discriminatively Embedded K-Means for Multi-View Clustering CVPR 2016 Object Co-Segmentation via Graph Optimized-Flexible Manifold Ranking CVPR 2016 RIFD-CNN: Rotation-Invariant and Fisher Discriminative Convolutional Neural Networks for Object Detection CVPR 2016 Robust and Sparse Fuzzy K-Means Clustering IJCAI 2016 A Self-Paced Multiple-Instance Learning Framework for Co-Saliency Detection ICCV 2015 Co-Saliency Detection via Looking Deep and Wide CVPR 2015 Learning Coarse-to-Fine Sparselets for Efficient Object Detection and Scene Classification CVPR 2015 Predicting Eye Fixations Using Convolutional Neural Networks CVPR 2015