| SGFormer: Single-Layer Graph Transformers with Approximation-Free Linear Complexity | Sep 13, 2024 | Deep AttentionRepresentation Learning | CodeCode Available | 3 |
| AllWeatherNet:Unified Image Enhancement for Autonomous Driving under Adverse Weather and Lowlight-conditions | Sep 3, 2024 | Autonomous DrivingDeep Attention | CodeCode Available | 2 |
| Deep Attention-guided Graph Clustering with Dual Self-supervision | Nov 10, 2021 | ClusteringDeep Attention | CodeCode Available | 1 |
| Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates | Jul 2, 2020 | Deep AttentionImage Segmentation | CodeCode Available | 1 |
| Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing | Dec 23, 2020 | DecoderDeep Attention | CodeCode Available | 1 |
| Whole Slide Images based Cancer Survival Prediction using Attention Guided Deep Multiple Instance Learning Networks | Sep 23, 2020 | Deep AttentionMultiple Instance Learning | CodeCode Available | 1 |
| Deep multi-stations weather forecasting: explainable recurrent convolutional neural networks | Sep 23, 2020 | Deep AttentionDeep Learning | CodeCode Available | 1 |
| End-to-end Prostate Cancer Detection in bpMRI via 3D CNNs: Effects of Attention Mechanisms, Clinical Priori and Decoupled False Positive Reduction | Jan 8, 2021 | Clinical KnowledgeComputational Efficiency | CodeCode Available | 1 |
| Image Search With Text Feedback by Visiolinguistic Attention Learning | Jun 1, 2020 | AttributeDeep Attention | CodeCode Available | 1 |
| Lipschitz Normalization for Self-Attention Layers with Application to Graph Neural Networks | Mar 8, 2021 | Deep AttentionGraph Attention | CodeCode Available | 1 |
| Hard-Attention for Scalable Image Classification | Feb 20, 2021 | ClassificationDeep Attention | CodeCode Available | 1 |
| Label Cleaning Multiple Instance Learning: Refining Coarse Annotations on Single Whole-Slide Images | Sep 22, 2021 | Deep AttentionMultiple Instance Learning | CodeCode Available | 1 |
| Open-CyKG: An Open Cyber Threat Intelligence Knowledge Graph | Dec 5, 2021 | Deep AttentionKnowledge Graphs | CodeCode Available | 1 |
| Towards Deep Attention in Graph Neural Networks: Problems and Remedies | Jun 4, 2023 | Deep AttentionGraph Attention | CodeCode Available | 1 |
| Dan: Deep attention neural network for news recommendation | Jul 17, 2019 | Deep AttentionDiversity | CodeCode Available | 1 |
| PREDATOR: Registration of 3D Point Clouds with Low Overlap | Nov 25, 2020 | Deep AttentionPoint Cloud Registration | CodeCode Available | 1 |
| Weight Excitation: Built-in Attention Mechanisms in Convolutional Neural Networks | Aug 1, 2020 | 3D Action Recognition3D Classification | CodeCode Available | 1 |
| Detecting Attended Visual Targets in Video | Mar 5, 2020 | Deep Attention | CodeCode Available | 1 |
| Classification of Hand Movements from EEG using a Deep Attention-based LSTM Network | Aug 6, 2019 | Deep AttentionEEG | —Unverified | 0 |
| Call Attention to Rumors: Deep Attention Based Recurrent Neural Networks for Early Rumor Detection | Apr 20, 2017 | Deep Attention | —Unverified | 0 |
| A robust and lightweight deep attention multiple instance learning algorithm for predicting genetic alterations | May 31, 2022 | Deep AttentionMultiple Instance Learning | —Unverified | 0 |
| Deep Attention-Based Supernovae Classification of Multi-Band Light-Curves | Jan 20, 2022 | ClassificationDeep Attention | —Unverified | 0 |
| aiai at FinSBD task: Sentence Boundary Detection in Noisy Texts From Financial Documents Using Deep Attention Model | Aug 1, 2019 | Boundary DetectionDeep Attention | —Unverified | 0 |
| Do Transformers Need Deep Long-Range Memory? | Jul 1, 2020 | Deep AttentionLanguage Modelling | —Unverified | 0 |
| Learning with Geometry: Including Riemannian Geometric Features in Coefficient of Pressure Prediction on Aircraft Wings | Dec 22, 2023 | 3D geometryDeep Attention | —Unverified | 0 |
| Deep Attention Diffusion Graph Neural Networks for Text Classification | Nov 1, 2021 | ClassificationDeep Attention | —Unverified | 0 |
| 基于多头注意力和BiLSTM改进DAM模型的中文问答匹配方法(Chinese question answering method based on multi-head attention and BiLSTM improved DAM model) | Oct 1, 2020 | Deep AttentionQuestion Answering | —Unverified | 0 |
| Deep Attention Fusion Feature for Speech Separation with End-to-End Post-filter Method | Mar 17, 2020 | Deep AttentionSpeech Separation | —Unverified | 0 |
| Deep attention-guided fusion network for lesion segmentation | Jul 23, 2018 | Deep AttentionLesion Segmentation | —Unverified | 0 |
| Learning Shared Encoding Representation for End-to-End Speech Recognition Models | Mar 31, 2019 | Deep AttentionGeneral Classification | —Unverified | 0 |
| Deep Attention-Based Alignment Network for Melody Generation from Incomplete Lyrics | Jan 23, 2023 | DecoderDeep Attention | —Unverified | 0 |
| AlphaStock: A Buying-Winners-and-Selling-Losers Investment Strategy using Interpretable Deep Reinforcement Attention Networks | Jul 24, 2019 | Deep AttentionDeep Reinforcement Learning | —Unverified | 0 |
| Highrisk Prediction from Electronic Medical Records via Deep Attention Networks | Nov 30, 2017 | Deep AttentionPrognosis | —Unverified | 0 |
| Deep EHR Spotlight: a Framework and Mechanism to Highlight Events in Electronic Health Records for Explainable Predictions | Mar 25, 2021 | Deep AttentionDeep Learning | —Unverified | 0 |
| DA-GAN: Instance-Level Image Translation by Deep Attention Generative Adversarial Networks | Jun 1, 2018 | Data AugmentationDeep Attention | —Unverified | 0 |
| AttTrack: Online Deep Attention Transfer for Multi-object Tracking | Oct 16, 2022 | Autonomous DrivingDeep Attention | —Unverified | 0 |
| Human Trajectory Prediction using Spatially aware Deep Attention Models | May 26, 2017 | Deep AttentionTrajectory Prediction | —Unverified | 0 |
| DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks (with Supplementary Materials) | Feb 18, 2018 | Data AugmentationDeep Attention | —Unverified | 0 |
| Deep Fourier Kernel for Self-Attentive Point Processes | Feb 17, 2020 | Deep AttentionPoint Processes | —Unverified | 0 |
| Deep Attention Unet: A Network Model with Global Feature Perception Ability | Apr 21, 2023 | Deep AttentionImage Segmentation | —Unverified | 0 |
| Deep Attention Recognition for Attack Identification in 5G UAV scenarios: Novel Architecture and End-to-End Evaluation | Mar 3, 2023 | Deep Attention | —Unverified | 0 |
| Deep imitator: Handwriting calligraphy imitation via deep attention networks | Aug 1, 2020 | Deep AttentionHandwriting generation | —Unverified | 0 |
| Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation | Sep 5, 2022 | Deep AttentionPrognosis | —Unverified | 0 |
| Deep Networks with Internal Selective Attention through Feedback Connections | Jul 11, 2014 | Deep AttentionGeneral Classification | —Unverified | 0 |
| Deep Recurrent Semi-Supervised EEG Representation Learning for Emotion Recognition | Jul 28, 2021 | Deep AttentionEEG | —Unverified | 0 |
| DA4AD: End-to-End Deep Attention-based Visual Localization for Autonomous Driving | Mar 6, 2020 | Autonomous DrivingDeep Attention | —Unverified | 0 |
| Deep Attention Neural Tensor Network for Visual Question Answering | Sep 1, 2018 | Deep AttentionQuestion Answering | —Unverified | 0 |
| Between-Sample Relationship in Learning Tabular Data Using Graph and Attention Networks | Jun 11, 2023 | Deep AttentionRepresentation Learning | —Unverified | 0 |
| DualNet: Locate Then Detect Effective Payload with Deep Attention Network | Oct 23, 2020 | Deep AttentionIntrusion Detection | —Unverified | 0 |
| Attention Mechanism, Transformers, BERT, and GPT: Tutorial and Survey | Nov 17, 2020 | DecoderDeep Attention | —Unverified | 0 |