hierarchical architecture

BrainHGT: A Hierarchical Graph Transformer for Interpretable Brain Network Analysis AAAI 2026 Coupling Local Context and Global Semantic Prototypes via a Hierarchical Architecture for Rhetorical Roles Labeling EACL 2026 PEGNet: A Physics-Embedded Graph Network for Long-Term Stable Multiphysics Simulation AAAI 2026 Scale-Net: A Hierarchical U-Net Framework for Cross-Scale Generalization in Multi-Task Vehicle Routing AAAI 2026 Scaling Up Cooperative Multi-Agent Reinforcement Learning Through Hierarchical Heterogeneous Modular Architectures AAAI 2026 An Expressive and Self-Adaptive Dynamical System for Efficient Function Learning ICML 2025 Brain-Inspired Stepwise Patch Merging for Vision Transformers IJCAI 2025 CAMPHOR: Collaborative Agents for Multi-input Planning and High-Order Reasoning On Device ACL 2025 FIRMA: Bidirectional Formal-Informal Mathematical Language Alignment with Proof-Theoretic Grounding EMNLP 2025 RoBridge: A Hierarchical Architecture Bridging Cognition and Execution for General Robotic Manipulation ICCV 2025 3DInAction: Understanding Human Actions in 3D Point Clouds CVPR 2024 Fast Evidence Extraction for Grounded Language Model Outputs EMNLP 2024 Hierarchical Federated Learning with Multi-Timescale Gradient Correction NeurIPS 2024 FDViT: Improve the Hierarchical Architecture of Vision Transformer ICCV 2023 Graph-based Polyphonic Multitrack Music Generation IJCAI 2023 Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles ICML 2023 HiFormer: Hierarchical Multi-Scale Representations Using Transformers for Medical Image Segmentation WACV 2023 HiViT: A Simpler and More Efficient Design of Hierarchical Vision Transformer ICLR 2023 Intention-Conditioned Long-Term Human Egocentric Action Anticipation WACV 2023 Hierarchical Transformers Are More Efficient Language Models NAACL 2022 HiVT: Hierarchical Vector Transformer for Multi-Agent Motion Prediction CVPR 2022 Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding AAAI 2022 Occlusion-Robust Face Alignment Using a Viewpoint-Invariant Hierarchical Network Architecture CVPR 2022 Pale Transformer: A General Vision Transformer Backbone with Pale-Shaped Attention AAAI 2022 Two-Stage Movie Script Summarization: An Efficient Method For Low-Resource Long Document Summarization COLING 2022