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local attention

29 papers

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transformer architecture (1555) attention mechanism (3975) image generation (2069) vision transformer (1091) image restoration (1515) efficient attention (20) global attention (20) feature extraction (1578) 3d vision (1098) implicit neural representation (266)

Papers

SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation CVPR 2025
GenesisTex2: Stable, Consistent and High-Quality Text-to-Texture Generation AAAI 2025
HomoFormer: Homogenized Transformer for Image Shadow Removal CVPR 2024
CycleINR: Cycle Implicit Neural Representation for Arbitrary-Scale Volumetric Super-Resolution of Medical Data CVPR 2024
CRA-PCN: Point Cloud Completion with Intra- and Inter-level Cross-Resolution Transformers AAAI 2024
Another Way to the Top: Exploit Contextual Clustering in Learned Image Coding AAAI 2024
When to Use Efficient Self Attention? Profiling Text, Speech and Image Transformer Variants ACL 2023
Improving Chinese Pop Song and Hokkien Gezi Opera Singing Voice Synthesis by Enhancing Local Modeling EMNLP 2023
EGformer: Equirectangular Geometry-biased Transformer for 360 Depth Estimation ICCV 2023
Efficient-VQGAN: Towards High-Resolution Image Generation with Efficient Vision Transformers ICCV 2023
From Coarse to Fine: Hierarchical Pixel Integration for Lightweight Image Super-resolution AAAI 2023
AutoFocusFormer: Image Segmentation off the Grid CVPR 2023
Cascaded Local Implicit Transformer for Arbitrary-Scale Super-Resolution CVPR 2023
Simple Local Attentions Remain Competitive for Long-Context Tasks NAACL 2022
Learning Adaptive Axis Attentions in Fine-tuning: Beyond Fixed Sparse Attention Patterns ACL 2022
KNN Local Attention for Image Restoration CVPR 2022
Video Frame Interpolation Transformer CVPR 2022
On the Locality of Attention in Direct Speech Translation ACL 2022
Boosting Crowd Counting via Multifaceted Attention CVPR 2022
Learned Queries for Efficient Local Attention CVPR 2022
Long-Span Summarization via Local Attention and Content Selection ACL 2021
End-to-End Transformer-Based Open-Vocabulary Keyword Spotting with Location-Guided Local Attention INTERSPEECH 2021
A Span-based Dynamic Local Attention Model for Sequential Sentence Classification ACL 2021
Long-Span Summarization via Local Attention and Content Selection IJCNLP 2021
The Image Local Autoregressive Transformer NIPS 2021