Methods › General › Attention Mechanisms › DMA
Dual Multimodal Attention
DMA
Introduced by Lisai Zhang et al. in Text-Guided Neural Image Inpainting
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
In image inpainting task, the mechanism extracts complementary features from the word embedding in two paths by reciprocal attention, which is done by comparing the descriptive text and complementary image areas through reciprocal attention.
Papers archive 2025-07-28
30 shown of 39, 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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Analysis of Null Related Beampattern Measures and Signal Quantization Effects for Linear Differential Microphone Arrays 26 Jun 2025 · 0 repositories · arXiv:2506.21043
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Effect of Signal Quantization on Performance Measures of a 1st Order One Dimensional Differential Microphone Array 18 Jun 2025 · 0 repositories · arXiv:2506.15463
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Semi-Blind Channel Estimation for Downlink Communications Based on Dynamic Metasurface Antennas 14 Jun 2025 · 0 repositories · arXiv:2506.12639
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End-to-End Dynamic Metasurface Antenna Wireless System: Prototype, Opportunities, and Challenges 11 Jun 2025 · 0 repositories · arXiv:2506.09732
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DMA Reception for Simultaneous Area-Wide Sensing and Multi-User Uplink Communications 26 Apr 2025 · 0 repositories · arXiv:2504.18843
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How Do Microstrip Losses Impact Near-Field Beam Depth in Dynamic Metasurface Antennas? 15 Mar 2025 · 0 repositories · arXiv:2503.12280
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Near-Field Localization with Dynamic Metasurface Antennas at THz: A CRB Minimizing Approach 23 Feb 2025 · 0 repositories · arXiv:2502.16647
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Urban Water Consumption Forecasting Using Deep Learning and Correlated District Metered Areas 30 Dec 2024 · 0 repositories · arXiv:2501.00158
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LoL-PIM: Long-Context LLM Decoding with Scalable DRAM-PIM System 28 Dec 2024 · 0 repositories · arXiv:2412.20166
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Flex-PE: Flexible and SIMD Multi-Precision Processing Element for AI Workloads 16 Dec 2024 · 1 repository · arXiv:2412.11702
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Mutual Coupling in Dynamic Metasurface Antennas: Foe, but also Friend 1 Dec 2024 · 0 repositories · arXiv:2412.01002
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Frequency-selective beamforming and single-shot beam training with dynamic metasurface antennas 29 Nov 2024 · 1 repository · arXiv:2412.00215
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Circuit-Compliant Optimization of Dynamic Metasurface Antennas for Near-Field Localization 14 Nov 2024 · 0 repositories · arXiv:2411.09362
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A Block Quantum Genetic Interference Mitigation Algorithm for Dynamic Metasurface Antennas and Field Trials 21 Oct 2024 · 0 repositories · arXiv:2410.15803
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Heterogeneous Graph Reinforcement Learning for Dependency-aware Multi-task Allocation in Spatial Crowdsourcing 20 Oct 2024 · 0 repositories · arXiv:2410.15449
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Robust Beamforming Design for Near-Field DMA-NOMA mmWave Communications With Imperfect Position Information 24 Sep 2024 · 0 repositories · arXiv:2409.15894
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Hardware Limitations of Dynamic Metasurface Antennas in the Uplink: A Comparative Study 30 Jul 2024 · 0 repositories · arXiv:2407.20988
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Beam Focusing for Near-Field Multi-User Localization 24 Jul 2024 · 0 repositories · arXiv:2407.20264
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Dense Multimodal Alignment for Open-Vocabulary 3D Scene Understanding 13 Jul 2024 · 0 repositories · arXiv:2407.09781
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Optimizing Foundation Model Inference on a Many-tiny-core Open-source RISC-V Platform 29 May 2024 · 0 repositories · arXiv:2405.19284
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Super Apps and the Digital Markets Act 6 Apr 2024 · 0 repositories · arXiv:2404.04506
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DI-V2X: Learning Domain-Invariant Representation for Vehicle-Infrastructure Collaborative 3D Object Detection 25 Dec 2023 · 1 repository · arXiv:2312.15742
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Autoregressive Attention Neural Networks for Non-Line-of-Sight User Tracking with Dynamic Metasurface Antennas 30 Oct 2023 · 0 repositories · arXiv:2310.19767
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AI and the EU Digital Markets Act: Addressing the Risks of Bigness in Generative AI 7 Jul 2023 · 0 repositories · arXiv:2308.02033
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Energy Beamforming for RF Wireless Power Transfer with Dynamic Metasurface Antennas 3 Jul 2023 · 0 repositories · arXiv:2307.01082
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Waveform Optimization and Beam Focusing for Near-field Wireless Power Transfer with Dynamic Metasurface Antennas and Non-linear Energy Harvesters 3 Jul 2023 · 0 repositories · arXiv:2307.01081
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PVPUFormer: Probabilistic Visual Prompt Unified Transformer for Interactive Image Segmentation 11 Jun 2023 · 2 repositories · arXiv:2306.06656
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Hierarchical Codebook Design with Dynamic Metasurface Antennas for Energy-Efficient Arrays 15 May 2023 · 0 repositories · arXiv:2305.09016
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Federated Transfer-Ordered-Personalized Learning for Driver Monitoring Application 12 Jan 2023 · 0 repositories · arXiv:2301.04829
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Electromagnetic Based Communication Model for Dynamic Metasurface Antennas 22 Dec 2022 · 1 repository · arXiv:2212.11594
Tasks archive 2025-07-28
20 shown of 35 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