Methods › General › Skip Connection Blocks › Non-Local Block
Non-Local Block
Introduced by Xiaolong Wang et al. in Non-local Neural Networks
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
A Non-Local Block is an image block module used in neural networks that wraps a non-local operation. We can define a non-local block as:
𝕫ᵢ = W_z𝕪ᵢ + 𝕩ᵢ
where yᵢ is the output from the non-local operation and + 𝕩ᵢ is a residual connection.
Papers archive 2025-07-28
30 shown of 168, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Robust Lane Detection with Wavelet-Enhanced Context Modeling and Adaptive Sampling 24 Mar 2025 · 0 repositories · arXiv:2503.18631
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ParaGAN: A Scalable Distributed Training Framework for Generative Adversarial Networks 6 Nov 2024 · 0 repositories · arXiv:2411.03999
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Unsupervised Panoptic Interpretation of Latent Spaces in GANs Using Space-Filling Vector Quantization 27 Oct 2024 · 1 repository · arXiv:2410.20573
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Enhancing Tree Type Detection in Forest Fire Risk Assessment: Multi-Stage Approach and Color Encoding with Forest Fire Risk Evaluation Framework for UAV Imagery 27 Jul 2024 · 0 repositories · arXiv:2407.19184
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A Scalable Quantum Non-local Neural Network for Image Classification 26 Jul 2024 · 1 repository · arXiv:2407.18906
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Everything is Editable: Extend Knowledge Editing to Unstructured Data in Large Language Models 24 May 2024 · 1 repository · arXiv:2405.15349Syntology ran 5 of 12 samples · 7 unverified · 12 pointer-only (licence)
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Deep Learning-Based CSI Feedback for XL-MIMO Systems in the Near-Field Domain 15 May 2024 · 0 repositories · arXiv:2405.09053
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Vision-based Food Nutrition Estimation via RGB-D Fusion Network 25 Oct 2023 · 1 repository
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Accurate and lightweight dehazing via multi-receptive-field non-local network and novel contrastive regularization 28 Sep 2023 · 0 repositories · arXiv:2309.16494
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On quantifying and improving realism of images generated with diffusion 26 Sep 2023 · 0 repositories · arXiv:2309.14756
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Precision-Recall Divergence Optimization for Generative Modeling with GANs and Normalizing Flows 21 Sep 2023 · 0 repositories
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A Strategic Framework for Optimal Decisions in Football 1-vs-1 Shot-Taking Situations: An Integrated Approach of Machine Learning, Theory-Based Modeling, and Game Theory 27 Jul 2023 · 2 repositories · arXiv:2307.14732
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Pyrus Base: An Open Source Python Framework for the RoboCup 2D Soccer Simulation 22 Jul 2023 · 1 repository · arXiv:2307.16875
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Diffusion Models Beat GANs on Image Classification 17 Jul 2023 · 1 repository · arXiv:2307.08702
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Diversity is Strength: Mastering Football Full Game with Interactive Reinforcement Learning of Multiple AIs 28 Jun 2023 · 0 repositories · arXiv:2306.15903
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Rosetta Neurons: Mining the Common Units in a Model Zoo 15 Jun 2023 · 0 repositories · arXiv:2306.09346
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Toward more accurate and generalizable brain deformation estimators for traumatic brain injury detection with unsupervised domain adaptation 8 Jun 2023 · 0 repositories · arXiv:2306.05255
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FOOCTTS: Generating Arabic Speech with Acoustic Environment for Football Commentator 7 Jun 2023 · 0 repositories · arXiv:2306.07936
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Action valuation of on- and off-ball soccer players based on multi-agent deep reinforcement learning 29 May 2023 · 0 repositories · arXiv:2305.17886
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Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL? 27 May 2023 · 1 repository · arXiv:2305.17352Syntology ran 0 of 1 samples · 1 unverified · 1 pointer-only (licence)
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Adaptive action supervision in reinforcement learning from real-world multi-agent demonstrations 22 May 2023 · 0 repositories · arXiv:2305.13030
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An Empirical Study on Google Research Football Multi-agent Scenarios 16 May 2023 · 1 repository · arXiv:2305.09458
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The MuSe 2023 Multimodal Sentiment Analysis Challenge: Mimicked Emotions, Cross-Cultural Humour, and Personalisation 5 May 2023 · 1 repository · arXiv:2305.03369
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SportsMOT: A Large Multi-Object Tracking Dataset in Multiple Sports Scenes 11 Apr 2023 · 1 repository · arXiv:2304.05170
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VARS: Video Assistant Referee System for Automated Soccer Decision Making from Multiple Views 10 Apr 2023 · 1 repository · arXiv:2304.04617
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Towards Active Learning for Action Spotting in Association Football Videos 9 Apr 2023 · 0 repositories · arXiv:2304.04220
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A Hybrid Multi-Scale Attention Convolution and Aging Transformer Network for Alzheimer's Disease Diagnosis 7 Apr 2023 · 1 repository
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Embedding Contextual Information through Reward Shaping in Multi-Agent Learning: A Case Study from Google Football 25 Mar 2023 · 0 repositories · arXiv:2303.15471
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Deep Generative Multi-Agent Imitation Model as a Computational Benchmark for Evaluating Human Performance in Complex Interactive Tasks: A Case Study in Football 23 Mar 2023 · 0 repositories · arXiv:2303.13323
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High Fidelity Image Synthesis With Deep VAEs In Latent Space 23 Mar 2023 · 2 repositories · arXiv:2303.13714Syntology ran 2 of 2 samples · 0 unverified · 2 pointer-only (licence)
Tasks archive 2025-07-28
20 shown of 183 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections