Jiayi Ma

SGPFeat: Semantic and Geometric Priors for Multi-modal Image Matching AAAI 2026 Diff-NAT: Better Naturalistic and Aggressive Adversarial Attacks via Class-Optimized Diffusion for Object Detection AAAI 2026 Probabilistic Deformation Consistency for Unsupervised Shape Matching AAAI 2026 Robust Fusion Controller: Degradation-Aware Image Fusion with Fine-Grained Language Instructions AAAI 2026 GeoMoE: Divide-and-Conquer Motion Field Modeling with Mixture-of-Experts for Two-View Geometry AAAI 2026 Adapting Dense Matching for Homography Estimation with Grid-based Acceleration CVPR 2025 DeMo: Deep Motion Field Consensus with Learnable Kernels for Two-view Correspondence Learning AAAI 2025 Multi-Shape Matching with Cycle Consistency Basis via Functional Maps AAAI 2025 Cross-Modal Stealth: A Coarse-to-Fine Attack Framework for RGB-T Tracker AAAI 2025 Matching While Perceiving: Enhance Image Feature Matching with Applicable Semantic Amalgamation AAAI 2025 Robust Test-Time Adaptation for Single Image Denoising Using Deep Gaussian Prior ICCV 2025 HyperGCT: A Dynamic Hyper-GNN-Learned Geometric Constraint for 3D Registration ICCV 2025 TemCoCo: Temporally Consistent Multi-modal Video Fusion with Visual-Semantic Collaboration ICCV 2025 LUT-Fuse: Towards Extremely Fast Infrared and Visible Image Fusion via Distillation to Learnable Look-Up Tables ICCV 2025 CoMatch: Dynamic Covisibility-Aware Transformer for Bilateral Subpixel-Level Semi-Dense Image Matching ICCV 2025 Balancing Task-invariant Interaction and Task-specific Adaptation for Unified Image Fusion ICCV 2025 End-to-End Entity-Predicate Association Reasoning for Dynamic Scene Graph Generation ICCV 2025 Deep Adaptive Unfolded Network via Spatial Morphology Stripping and Spectral Filtration for Pan-sharpening ICCV 2025 ArgMatch: Adaptive Refinement Gathering for Efficient Dense Matching ICCV 2025 ACAttack: Adaptive Cross Attacking RGB-T Tracker via Multi-Modal Response Decoupling CVPR 2025 Multimodal Image Matching Based on Cross-Modality Completion Pre-training IJCAI 2025 SDGMNet: Statistic-Based Dynamic Gradient Modulation for Local Descriptor Learning AAAI 2024 ResMatch: Residual Attention Learning for Feature Matching AAAI 2024 Deep Unfolded Network with Intrinsic Supervision for Pan-Sharpening AAAI 2024 Locality Preserving Refinement for Shape Matching with Functional Maps AAAI 2024 A Robust Mutual-Reinforcing Framework for 3D Multi-Modal Medical Image Fusion Based on Visual-Semantic Consistency AAAI 2024 DeMatch: Deep Decomposition of Motion Field for Two-View Correspondence Learning CVPR 2024 Text-IF: Leveraging Semantic Text Guidance for Degradation-Aware and Interactive Image Fusion CVPR 2024 Unmixing Before Fusion: A Generalized Paradigm for Multi-Source-based Hyperspectral Image Synthesis CVPR 2024 Dispel Darkness for Better Fusion: A Controllable Visual Enhancer based on Cross-modal Conditional Adversarial Learning CVPR 2024 MRFS: Mutually Reinforcing Image Fusion and Segmentation CVPR 2024 CLIFF: Continual Latent Diffusion for Open-Vocabulary Object Detection ECCV 2024 Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost ICLR 2024 Sparse-to-dense Multimodal Image Registration via Multi-Task Learning ICML 2024 Cross-Scale Domain Adaptation with Comprehensive Information for Pansharpening IJCAI 2024 Unsupervised Multi-Exposure Image Fusion Breaking Exposure Limits via Contrastive Learning AAAI 2023 LSTFE-Net:Long Short-Term Feature Enhancement Network for Video Small Object Detection CVPR 2023 ConvMatch: Rethinking Network Design for Two-View Correspondence Learning AAAI 2023 U-Match: Two-view Correspondence Learning with Hierarchy-aware Local Context Aggregation IJCAI 2023 Robust Model Reasoning and Fitting via Dual Sparsity Pursuit NIPS 2023 Diff-Retinex: Rethinking Low-light Image Enhancement with A Generative Diffusion Model ICCV 2023 Robust and Scalable Gaussian Process Regression and Its Applications CVPR 2023 Sparsely Annotated Semantic Segmentation With Adaptive Gaussian Mixtures CVPR 2023 Hierarchical Memory Learning for Fine-Grained Scene Graph Generation ECCV 2022 MS2DG-Net: Progressive Correspondence Learning via Multiple Sparse Semantics Dynamic Graph CVPR 2022 RFNet: Unsupervised Network for Mutually Reinforcing Multi-Modal Image Registration and Fusion CVPR 2022 Coherent Point Drift Revisited for Non-Rigid Shape Matching and Registration CVPR 2022 Fusion from Decomposition: A Self-Supervised Decomposition Approach for Image Fusion ECCV 2022 Omniscient Video Super-Resolution ICCV 2021 Uniformity in Heterogeneity: Diving Deep Into Count Interval Partition for Crowd Counting ICCV 2021 To Choose or to Fuse? Scale Selection for Crowd Counting AAAI 2021 T-Net: Effective Permutation-Equivariant Network for Two-View Correspondence Learning ICCV 2021 Multi-Scale Progressive Fusion Network for Single Image Deraining CVPR 2020 Rethinking the Image Fusion: A Fast Unified Image Fusion Network based on Proportional Maintenance of Gradient and Intensity AAAI 2020 MTL-NAS: Task-Agnostic Neural Architecture Search Towards General-Purpose Multi-Task Learning CVPR 2020 FusionDN: A Unified Densely Connected Network for Image Fusion AAAI 2020 Geometric Estimation via Robust Subspace Recovery ECCV 2020 Learning a Generative Model for Fusing Infrared and Visible Images via Conditional Generative Adversarial Network with Dual Discriminators IJCAI 2019 NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction CVPR 2019 Progressive Fusion Video Super-Resolution Network via Exploiting Non-Local Spatio-Temporal Correlations ICCV 2019 Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination IJCAI 2018 Locality Preserving Matching IJCAI 2017 Robust Estimation of Nonrigid Transformation for Point Set Registration CVPR 2013