DMA

Dual Multimodal Attention

GeneralIntroduced 200039 papers

Description

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 Using This Method

Analysis of Null Related Beampattern Measures and Signal Quantization Effects for Linear Differential Microphone Arrays2025-06-26Effect of Signal Quantization on Performance Measures of a 1st Order One Dimensional Differential Microphone Array2025-06-18Semi-Blind Channel Estimation for Downlink Communications Based on Dynamic Metasurface Antennas2025-06-14End-to-End Dynamic Metasurface Antenna Wireless System: Prototype, Opportunities, and Challenges2025-06-11DMA Reception for Simultaneous Area-Wide Sensing and Multi-User Uplink Communications2025-04-26How Do Microstrip Losses Impact Near-Field Beam Depth in Dynamic Metasurface Antennas?2025-03-15Near-Field Localization with Dynamic Metasurface Antennas at THz: A CRB Minimizing Approach2025-02-23Urban Water Consumption Forecasting Using Deep Learning and Correlated District Metered Areas2024-12-30LoL-PIM: Long-Context LLM Decoding with Scalable DRAM-PIM System2024-12-28Flex-PE: Flexible and SIMD Multi-Precision Processing Element for AI Workloads2024-12-16Mutual Coupling in Dynamic Metasurface Antennas: Foe, but also Friend2024-12-01Frequency-selective beamforming and single-shot beam training with dynamic metasurface antennas2024-11-29Circuit-Compliant Optimization of Dynamic Metasurface Antennas for Near-Field Localization2024-11-14A Block Quantum Genetic Interference Mitigation Algorithm for Dynamic Metasurface Antennas and Field Trials2024-10-21Heterogeneous Graph Reinforcement Learning for Dependency-aware Multi-task Allocation in Spatial Crowdsourcing2024-10-20Robust Beamforming Design for Near-Field DMA-NOMA mmWave Communications With Imperfect Position Information2024-09-24Hardware Limitations of Dynamic Metasurface Antennas in the Uplink: A Comparative Study2024-07-30Beam Focusing for Near-Field Multi-User Localization2024-07-24Dense Multimodal Alignment for Open-Vocabulary 3D Scene Understanding2024-07-13Optimizing Foundation Model Inference on a Many-tiny-core Open-source RISC-V Platform2024-05-29