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positional encoding

182 papers

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Also known as

PE

Co-occurring keywords

attention mechanism (4001) transformer architecture (1560) graph neural network (3962) large language model (13587) context window (73) neural network (6616) language model (4599) self-attention mechanism (352) vision transformer (1106) length extrapolation (31)

Papers

Base of RoPE Bounds Context Length NIPS 2024
Understanding the Expressive Power and Mechanisms of Transformer for Sequence Modeling NIPS 2024
DAPE: Data-Adaptive Positional Encoding for Length Extrapolation NIPS 2024
Fast Tree-Field Integrators: From Low Displacement Rank to Topological Transformers NIPS 2024
$E(2)$-Equivariant Vision Transformer UAI 2023
Improving Graph Matching with Positional Reconstruction Encoder-Decoder Network NIPS 2023
GeoCLIP: Clip-Inspired Alignment between Locations and Images for Effective Worldwide Geo-localization NIPS 2023
Randomized Positional Encodings Boost Length Generalization of Transformers ACL 2023
What functions can Graph Neural Networks compute on random graphs? The role of Positional Encoding NIPS 2023
Transformers over Directed Acyclic Graphs NIPS 2023
Facilitating Graph Neural Networks with Random Walk on Simplicial Complexes NIPS 2023
Graph Positional Encoding via Random Feature Propagation ICML 2023
NeuDA: Neural Deformable Anchor for High-Fidelity Implicit Surface Reconstruction CVPR 2023
Positional Encoder Graph Neural Networks for Geographic Data AISTATS 2023
PET-NeuS: Positional Encoding Tri-Planes for Neural Surfaces CVPR 2023
Transformers Meet Directed Graphs ICML 2023
Orthogonal Transforms for Learning Invariant Representations in Equivariant Neural Networks WACV 2023
Unveiling The Mask of Position-Information Pattern Through the Mist of Image Features ICML 2023
CATALPA_EduNLP at PragTag-2023 EMNLP 2023
Benchmarking Graph Neural Networks JMLR 2023
LGI-GT: Graph Transformers with Local and Global Operators Interleaving IJCAI 2023
3DPPE: 3D Point Positional Encoding for Transformer-based Multi-Camera 3D Object Detection ICCV 2023
Coordinate Quantized Neural Implicit Representations for Multi-view Reconstruction ICCV 2023
Exploring Positional Characteristics of Dual-Pixel Data for Camera Autofocus ICCV 2023
Adaptive Positional Encoding for Bundle-Adjusting Neural Radiance Fields ICCV 2023