| Generative Models Improve Radiomics Performance in Different Tasks and Different Datasets: An Experimental Study | Sep 6, 2021 | Computed Tomography (CT)Decoder | —Unverified | 0 |
| HIT - A Hierarchically Fused Deep Attention Network for Robust Code-mixed Language Representation | Aug 1, 2021 | Deep Attention | CodeCode Available | 0 |
| Thermal Image Super-Resolution Using Second-Order Channel Attention with Varying Receptive Fields | Jul 30, 2021 | Deep AttentionImage Super-Resolution | CodeCode Available | 0 |
| Deep Recurrent Semi-Supervised EEG Representation Learning for Emotion Recognition | Jul 28, 2021 | Deep AttentionEEG | —Unverified | 0 |
| Grid Partitioned Attention: Efficient TransformerApproximation with Inductive Bias for High Resolution Detail Generation | Jul 8, 2021 | Conditional Image GenerationDeep Attention | CodeCode Available | 0 |
| Transformers are Deep Infinite-Dimensional Non-Mercer Binary Kernel Machines | Jun 2, 2021 | Deep Attention | —Unverified | 0 |
| HIT: A Hierarchically Fused Deep Attention Network for Robust Code-mixed Language Representation | May 30, 2021 | Deep AttentionRepresentation Learning | CodeCode Available | 0 |
| Lung Cancer Diagnosis Using Deep Attention Based on Multiple Instance Learning and Radiomics | Apr 29, 2021 | Deep AttentionLung Cancer Diagnosis | —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^3:Dynamic Additive Attention Adaption for Memory-EfficientOn-Device Multi-Domain Learning | Dec 2, 2020 | Deep AttentionDomain Adaptation | —Unverified | 0 |
| Attention Mechanism, Transformers, BERT, and GPT: Tutorial and Survey | Nov 17, 2020 | DecoderDeep Attention | —Unverified | 0 |
| DualNet: Locate Then Detect Effective Payload with Deep Attention Network | Oct 23, 2020 | Deep AttentionIntrusion Detection | —Unverified | 0 |
| Microscopic fine-grained instance classification through deep attention | Oct 6, 2020 | 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 |
| Attention Flows: Analyzing and Comparing Attention Mechanisms in Language Models | Sep 3, 2020 | Deep AttentionLanguage Modeling | —Unverified | 0 |
| Deep imitator: Handwriting calligraphy imitation via deep attention networks | Aug 1, 2020 | Deep AttentionHandwriting generation | —Unverified | 0 |
| Do Transformers Need Deep Long-Range Memory | Jul 7, 2020 | Deep AttentionLanguage Modelling | CodeCode Available | 0 |
| Do Transformers Need Deep Long-Range Memory? | Jul 1, 2020 | Deep AttentionLanguage Modelling | —Unverified | 0 |
| Infinite attention: NNGP and NTK for deep attention networks | Jun 18, 2020 | Deep AttentionGaussian Processes | CodeCode Available | 0 |
| 應用多模式特徵融合的深度注意力網路進行謠言檢測 (Rumor Detection Using Deep Attention Networks With Multimodal Feature Fusion) | Jun 1, 2020 | Deep Attention | —Unverified | 0 |
| Deep Attention Fusion Feature for Speech Separation with End-to-End Post-filter Method | Mar 17, 2020 | Deep AttentionSpeech Separation | —Unverified | 0 |
| DA4AD: End-to-End Deep Attention-based Visual Localization for Autonomous Driving | Mar 6, 2020 | Autonomous DrivingDeep Attention | —Unverified | 0 |
| Deep Attention Aware Feature Learning for Person Re-Identification | Mar 1, 2020 | Deep AttentionPerson Re-Identification | CodeCode Available | 0 |
| Deep Fourier Kernel for Self-Attentive Point Processes | Feb 17, 2020 | Deep AttentionPoint Processes | —Unverified | 0 |
| Spatial and spectral deep attention fusion for multi-channel speech separation using deep embedding features | Feb 5, 2020 | ClusteringDeep Attention | —Unverified | 0 |
| Zero-Shot Reinforcement Learning with Deep Attention Convolutional Neural Networks | Jan 2, 2020 | Autonomous DrivingDeep Attention | —Unverified | 0 |
| Deep Attention Based Semi-Supervised 2D-Pose Estimation for Surgical Instruments | Dec 10, 2019 | 2D Pose EstimationDeep Attention | CodeCode Available | 0 |
| Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models | Nov 27, 2019 | Conditional Image GenerationDeep Attention | CodeCode Available | 0 |
| Deep attention networks reveal the rules of collective motion in zebrafish | Sep 13, 2019 | Behavioural cloningDeep Attention | CodeCode Available | 0 |
| PDANet: Polarity-consistent Deep Attention Network for Fine-grained Visual Emotion Regression | Sep 11, 2019 | Deep AttentionEmotion Classification | CodeCode Available | 0 |
| Classification of Hand Movements from EEG using a Deep Attention-based LSTM Network | Aug 6, 2019 | Deep AttentionEEG | —Unverified | 0 |
| Searching for Ambiguous Objects in Videos using Relational Referring Expressions | Aug 3, 2019 | Deep AttentionNatural Language Visual Grounding | CodeCode Available | 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 |
| AlphaStock: A Buying-Winners-and-Selling-Losers Investment Strategy using Interpretable Deep Reinforcement Attention Networks | Jul 24, 2019 | Deep AttentionDeep Reinforcement Learning | —Unverified | 0 |
| Compact Global Descriptor for Neural Networks | Jul 23, 2019 | Audio ClassificationDeep Attention | CodeCode Available | 0 |
| Microsoft AI Challenge India 2018: Learning to Rank Passages for Web Question Answering with Deep Attention Networks | Jun 14, 2019 | Deep AttentionLearning-To-Rank | —Unverified | 0 |
| Multi-scale self-guided attention for medical image segmentation | Jun 7, 2019 | Attentive segmentation networksBrain Tumor Segmentation | CodeCode Available | 0 |
| Processing Megapixel Images with Deep Attention-Sampling Models | May 3, 2019 | Deep AttentionGPU | CodeCode Available | 0 |
| Learning Shared Encoding Representation for End-to-End Speech Recognition Models | Mar 31, 2019 | Deep AttentionGeneral Classification | —Unverified | 0 |
| VMAV-C: A Deep Attention-based Reinforcement Learning Algorithm for Model-based Control | Dec 24, 2018 | Deep AttentionModel-based Reinforcement Learning | —Unverified | 0 |
| Unsupervised Anomaly Detection in Energy Time Series Data Using Variational Recurrent Autoencoders with Attention | Dec 17, 2018 | Anomaly DetectionDeep Attention | —Unverified | 0 |
| Semantically-Aware Attentive Neural Embeddings for Image-based Visual Localization | Dec 8, 2018 | Deep AttentionImage-Based Localization | —Unverified | 0 |
| Deep Attention-guided Hashing | Dec 4, 2018 | Deep Attention | —Unverified | 0 |
| Visual Attention on the Sun: What Do Existing Models Actually Predict? | Nov 25, 2018 | BenchmarkingDeep Attention | —Unverified | 0 |
| RA-UNet: A hybrid deep attention-aware network to extract liver and tumor in CT scans | Nov 4, 2018 | Brain Tumor SegmentationDeep Attention | CodeCode Available | 0 |
| Patient Risk Assessment and Warning Symptom Detection Using Deep Attention-Based Neural Networks | Sep 28, 2018 | Deep Attention | —Unverified | 0 |
| Deep Attention Neural Tensor Network for Visual Question Answering | Sep 1, 2018 | Deep AttentionQuestion Answering | —Unverified | 0 |
| Deep attention-guided fusion network for lesion segmentation | Jul 23, 2018 | Deep AttentionLesion Segmentation | —Unverified | 0 |
| Deep attention-based classification network for robust depth prediction | Jul 11, 2018 | ClassificationDeep Attention | CodeCode Available | 0 |
| DA-GAN: Instance-Level Image Translation by Deep Attention Generative Adversarial Networks | Jun 1, 2018 | Data AugmentationDeep Attention | —Unverified | 0 |