Deep Learning

Hierarchical Frequency-Decomposition Graph Neural Networks for Road Network Representation Learning AAAI 2026 Hierarchically Robust Zero-shot Vision-language Models CVPR 2026 Hierarchical Process Reward Models are Symbolic Vision Learners CVPR 2026 Hierarchical Prompt Learning for Image- and Text-Based Person Re-Identification AAAI 2026 HierarchicalPrune: Position-Aware Compression for Large-Scale Diffusion Models AAAI 2026 Hierarchical Schedule Optimization for Fast and Robust Diffusion Model Sampling AAAI 2026 Hierarchical Structure-Property Alignment for Data-Efficient Molecular Generation and Editing AAAI 2026 Hier-COS: Making Deep Features Hierarchy-aware via Composition of Orthogonal Subspaces CVPR 2026 HierEdit: Region-Aware Hierarchical Diffusion for Efficient High-Resolution Editing CVPR 2026 HierUQ: Hierarchical Uncertainty Quantification with Adaptive Granularity Reconciliation for Degraded Image Classification CVPR 2026 HiFC-GAN: Hierarchical Feature-Constrained GAN for Optical-to-SAR Transfer in SAR Target Classification AAAI 2026 HiFi-BRep: High-Fidelity Latent Representation for Robust B-Rep Generation CVPR 2026 HiFICL: High-Fidelity In-Context Learning for Multimodal Tasks CVPR 2026 HiFi-Inpaint: Towards High-Fidelity Reference-Based Inpainting for Generating Detail-Preserving Human-Product Images CVPR 2026 HiFi-Mamba: Dual-Stream ?-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction AAAI 2026 HiFi-Mesh: High-Fidelity Efficient 3D Mesh Generation via Compact Autoregressive Dependence AAAI 2026 HiGFA: Hierarchical Guidance for Fine-grained Data Augmentation with Diffusion Models AAAI 2026 High-Dimensional Analysis of Gradient Flow for Extensive-Width Quadratic Neural Networks JMLR 2026 High-dimensional Parameter Transfer With Fused-Regularizer JMLR 2026 High-Fidelity Diffusion Face Swapping with ID-Constrained Facial Conditioning CVPR 2026 High-Fidelity Virtual Try-On beyond Paired Data Scarcity via Diffusion-based Cycle-Consistent Learning CVPR 2026 High-Pass Matters: Theoretical Insights and Sheaflet-Based Design for Hypergraph Neural Networks AAAI 2026 High-Quality and Efficient Turbulence Mitigation with Events CVPR 2026 High-Quality Full-Head 3D Avatar Generation from Any Single Portrait Image AAAI 2026 High-Rate Mixout: Revisiting Mixout for Robust Domain Generalization WACV 2026