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

Point Deformable Network with Enhanced Normal Embedding for Point Cloud Analysis AAAI 2024
A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames CVPR 2024
Understanding the Expressive Power and Mechanisms of Transformer for Sequence Modeling NIPS 2024
MambaTree: Tree Topology is All You Need in State Space Model NIPS 2024
Unlimiformer: Long-Range Transformers with Unlimited Length Input NIPS 2023
Implicit Graph Neural Networks: A Monotone Operator Viewpoint ICML 2023
Efficient Long-Range Transformers: You Need to Attend More, but Not Necessarily at Every Layer EMNLP 2023
A Generalization of ViT/MLP-Mixer to Graphs ICML 2023
Focus Your Attention (with Adaptive IIR Filters) EMNLP 2023
LongCoder: A Long-Range Pre-trained Language Model for Code Completion ICML 2023
Strip Attention for Image Restoration IJCAI 2023
TRAMS: Training-free Memory Selection for Long-range Language Modeling EMNLP 2023
Online learning of long-range dependencies NIPS 2023
Block-State Transformers NIPS 2023
PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow Prediction AAAI 2023
Random Walk Conformer: Learning Graph Representation from Long and Short Range AAAI 2023
BiFormer: Vision Transformer With Bi-Level Routing Attention CVPR 2023
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution NIPS 2023
SymNet 3.0: Exploiting Long-Range Influences in Learning Generalized Neural Policies for Relational MDPs UAI 2023
CMT: Convolutional Neural Networks Meet Vision Transformers CVPR 2022
Deformable Graph Convolutional Networks AAAI 2022
How Long Is Enough? Exploring the Optimal Intervals of Long-Range Clinical Note Language Modeling EMNLP 2022
On the Parameterization and Initialization of Diagonal State Space Models NIPS 2022
Capturing Graphs with Hypo-Elliptic Diffusions NIPS 2022
Long Range Graph Benchmark NIPS 2022