long-range dependency

ClavaDDPM: Multi-relational Data Synthesis with Cluster-guided Diffusion Models NeurIPS 2024 ColorMamba: Towards High-quality NIR-to-RGB Spectral Translation with Mamba ACML 2024 FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range Thin Filamentous Structures CVPR 2024 Fractal Patterns May Illuminate the Success of Next-Token Prediction NeurIPS 2024 Holographic Global Convolutional Networks for Long-Range Prediction Tasks in Malware Detection AISTATS 2024 Introducing Spectral Attention for Long-Range Dependency in Time Series Forecasting NeurIPS 2024 Long-range Brain Graph Transformer NeurIPS 2024 Long-range Meta-path Search on Large-scale Heterogeneous Graphs NeurIPS 2024 MambaTree: Tree Topology is All You Need in State Space Model NeurIPS 2024 Orchid: Flexible and Data-Dependent Convolution for Sequence Modeling NeurIPS 2024 PGN: The RNN's New Successor is Effective for Long-Range Time Series Forecasting NeurIPS 2024 Point Deformable Network with Enhanced Normal Embedding for Point Cloud Analysis AAAI 2024 Rolling-Unet: Revitalizing MLP’s Ability to Efficiently Extract Long-Distance Dependencies for Medical Image Segmentation AAAI 2024 Scalable and Effective Implicit Graph Neural Networks on Large Graphs ICLR 2024 The Expressive Leaky Memory Neuron: an Efficient and Expressive Phenomenological Neuron Model Can Solve Long-Horizon Tasks. ICLR 2024 Transitivity-Preserving Graph Representation Learning for Bridging Local Connectivity and Role-Based Similarity AAAI 2024 Understanding the Expressive Power and Mechanisms of Transformer for Sequence Modeling NeurIPS 2024 A Generalization of ViT/MLP-Mixer to Graphs ICML 2023 BiFormer: Vision Transformer With Bi-Level Routing Attention CVPR 2023 Block-State Transformers NeurIPS 2023 Composite Slice Transformer: An Efficient Transformer with Composition of Multi-Scale Multi-Range Attentions ICLR 2023 Decision S4: Efficient Sequence-Based RL via State Spaces Layers ICLR 2023 Efficient Long-Range Transformers: You Need to Attend More, but Not Necessarily at Every Layer EMNLP 2023 Focus Your Attention (with Adaptive IIR Filters) EMNLP 2023 How to Train your HIPPO: State Space Models with Generalized Orthogonal Basis Projections ICLR 2023