conftrace_

long-range dependency

82 papers

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Also known as

LRD

Co-occurring keywords

graph neural network (3962) attention mechanism (4001) long-range dependencies (34) language modeling (660) convolutional neural network (4226) state space model (390) sequence modeling (288) recurrent neural network (1790) graph transformer (114) feature extraction (1580)

Papers

TTT-UNet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation MIDL 2026
Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs AAAI 2026
TrinityDNA: A Bio-Inspired Foundational Model for Efficient Long-Sequence DNA Modeling AAAI 2026
Challenging the Explanation Based on Preceding Tokens: Discovering Transferable Non-Literal Biasing ACL 2026
Self-Retrieval from Distant Contexts for Document-Level Machine Translation EMNLP 2025
CATANet: Efficient Content-Aware Token Aggregation for Lightweight Image Super-Resolution CVPR 2025
RRG-Mamba: Efficient Radiology Report Generation with State Space Model IJCAI 2025
SaMam: Style-aware State Space Model for Arbitrary Image Style Transfer CVPR 2025
Beyond Fixed Length: Bucket Pre-training is All You Need IJCAI 2025
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering CVPR 2025
Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors (Extended Abstract) IJCAI 2025
A Scalable and Effective Alternative to Graph Transformers AAAI 2025
Differential Mamba IJCNLP 2025
MambaTree: Tree Topology is All You Need in State Space Model NIPS 2024
Benchmarking Diffusion Models for Machine Translation EACL 2024
A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames CVPR 2024
PGN: The RNN's New Successor is Effective for Long-Range Time Series Forecasting NIPS 2024
Long-range Brain Graph Transformer NIPS 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 NIPS 2024
Orchid: Flexible and Data-Dependent Convolution for Sequence Modeling NIPS 2024
Long-range Meta-path Search on Large-scale Heterogeneous Graphs NIPS 2024
Point Deformable Network with Enhanced Normal Embedding for Point Cloud Analysis AAAI 2024
ClavaDDPM: Multi-relational Data Synthesis with Cluster-guided Diffusion Models NIPS 2024
Holographic Global Convolutional Networks for Long-Range Prediction Tasks in Malware Detection AISTATS 2024