| SGFormer: Single-Layer Graph Transformers with Approximation-Free Linear Complexity | Sep 13, 2024 | Deep AttentionRepresentation Learning | CodeCode Available | 3 | 5 |
| AllWeatherNet:Unified Image Enhancement for Autonomous Driving under Adverse Weather and Lowlight-conditions | Sep 3, 2024 | Autonomous DrivingDeep Attention | CodeCode Available | 2 | 5 |
| Towards Deep Attention in Graph Neural Networks: Problems and Remedies | Jun 4, 2023 | Deep AttentionGraph Attention | CodeCode Available | 1 | 5 |
| Weight Excitation: Built-in Attention Mechanisms in Convolutional Neural Networks | Aug 1, 2020 | 3D Action Recognition3D Classification | CodeCode Available | 1 | 5 |
| Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing | Dec 23, 2020 | DecoderDeep Attention | CodeCode Available | 1 | 5 |
| Detecting Attended Visual Targets in Video | Mar 5, 2020 | Deep Attention | CodeCode Available | 1 | 5 |
| Image Search With Text Feedback by Visiolinguistic Attention Learning | Jun 1, 2020 | AttributeDeep Attention | CodeCode Available | 1 | 5 |
| Deep multi-stations weather forecasting: explainable recurrent convolutional neural networks | Sep 23, 2020 | Deep AttentionDeep Learning | CodeCode Available | 1 | 5 |
| Hard-Attention for Scalable Image Classification | Feb 20, 2021 | ClassificationDeep Attention | CodeCode Available | 1 | 5 |
| Deep Attention-guided Graph Clustering with Dual Self-supervision | Nov 10, 2021 | ClusteringDeep Attention | CodeCode Available | 1 | 5 |
| Open-CyKG: An Open Cyber Threat Intelligence Knowledge Graph | Dec 5, 2021 | Deep AttentionKnowledge Graphs | CodeCode Available | 1 | 5 |
| Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates | Jul 2, 2020 | Deep AttentionImage Segmentation | CodeCode Available | 1 | 5 |
| 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 | 5 |
| 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 | 5 |
| Label Cleaning Multiple Instance Learning: Refining Coarse Annotations on Single Whole-Slide Images | Sep 22, 2021 | Deep AttentionMultiple Instance Learning | CodeCode Available | 1 | 5 |
| PREDATOR: Registration of 3D Point Clouds with Low Overlap | Nov 25, 2020 | Deep AttentionPoint Cloud Registration | CodeCode Available | 1 | 5 |
| Dan: Deep attention neural network for news recommendation | Jul 17, 2019 | Deep AttentionDiversity | CodeCode Available | 1 | 5 |
| Lipschitz Normalization for Self-Attention Layers with Application to Graph Neural Networks | Mar 8, 2021 | Deep AttentionGraph Attention | CodeCode Available | 1 | 5 |
| Deep Attention Based Semi-Supervised 2D-Pose Estimation for Surgical Instruments | Dec 10, 2019 | 2D Pose EstimationDeep Attention | CodeCode Available | 0 | 5 |
| Processing Megapixel Images with Deep Attention-Sampling Models | May 3, 2019 | Deep AttentionGPU | CodeCode Available | 0 | 5 |
| Deep Attention Driven Reinforcement Learning (DAD-RL) for Autonomous Decision-Making in Dynamic Environment | Jul 12, 2024 | BenchmarkingDecision Making | CodeCode Available | 0 | 5 |
| Visual Attention Methods in Deep Learning: An In-Depth Survey | Apr 16, 2022 | Deep AttentionDeep Learning | CodeCode Available | 0 | 5 |
| Thermal Image Super-Resolution Using Second-Order Channel Attention with Varying Receptive Fields | Jul 30, 2021 | Deep AttentionImage Super-Resolution | CodeCode Available | 0 | 5 |
| Do Transformers Need Deep Long-Range Memory | Jul 7, 2020 | Deep AttentionLanguage Modelling | CodeCode Available | 0 | 5 |
| Deep attention-based classification network for robust depth prediction | Jul 11, 2018 | ClassificationDeep Attention | CodeCode Available | 0 | 5 |
| An Ensemble Framework for Probabilistic Short-Term Load Forecasting Based on BiTCN and Deep Attention Networks | Feb 25, 2025 | Decision MakingDeep Attention | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Deep Attention Aware Feature Learning for Person Re-Identification | Mar 1, 2020 | Deep AttentionPerson Re-Identification | CodeCode Available | 0 | 5 |
| Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models | Nov 27, 2019 | Conditional Image GenerationDeep Attention | CodeCode Available | 0 | 5 |
| Restoring Snow-Degraded Single Images With Wavelet in Vision Transformer | Sep 11, 2023 | Deep AttentionDenoising | CodeCode Available | 0 | 5 |
| Multi-scale self-guided attention for medical image segmentation | Jun 7, 2019 | Attentive segmentation networksBrain Tumor Segmentation | CodeCode Available | 0 | 5 |
| Multi-modal Collaborative Optimization and Expansion Network for Event-assisted Single-eye Expression Recognition | May 17, 2025 | Deep AttentionMamba | CodeCode Available | 0 | 5 |
| PDANet: Polarity-consistent Deep Attention Network for Fine-grained Visual Emotion Regression | Sep 11, 2019 | Deep AttentionEmotion Classification | CodeCode Available | 0 | 5 |
| Searching for Ambiguous Objects in Videos using Relational Referring Expressions | Aug 3, 2019 | Deep AttentionNatural Language Visual Grounding | CodeCode Available | 0 | 5 |
| Deep Attention Recurrent Q-Network | Dec 5, 2015 | Atari GamesDeep Attention | CodeCode Available | 0 | 5 |
| HIT - A Hierarchically Fused Deep Attention Network for Robust Code-mixed Language Representation | Aug 1, 2021 | Deep Attention | CodeCode Available | 0 | 5 |
| Deep Attention Q-Network for Personalized Treatment Recommendation | Jul 4, 2023 | Deep AttentionDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| HIT: A Hierarchically Fused Deep Attention Network for Robust Code-mixed Language Representation | May 30, 2021 | Deep AttentionRepresentation Learning | CodeCode Available | 0 | 5 |
| AIA: Attention in Attention Within Collaborate Domains | Oct 7, 2022 | Deep AttentionPosition | CodeCode Available | 0 | 5 |
| Infinite attention: NNGP and NTK for deep attention networks | Jun 18, 2020 | Deep AttentionGaussian Processes | CodeCode Available | 0 | 5 |
| Deep attention networks reveal the rules of collective motion in zebrafish | Sep 13, 2019 | Behavioural cloningDeep Attention | CodeCode Available | 0 | 5 |
| Compact Global Descriptor for Neural Networks | Jul 23, 2019 | Audio ClassificationDeep Attention | CodeCode Available | 0 | 5 |
| Geometry of Lightning Self-Attention: Identifiability and Dimension | Aug 30, 2024 | Deep Attention | CodeCode Available | 0 | 5 |
| Fundamental limits of learning in sequence multi-index models and deep attention networks: High-dimensional asymptotics and sharp thresholds | Feb 2, 2025 | Deep Attention | CodeCode Available | 0 | 5 |
| Bayes optimal learning of attention-indexed models | Jun 2, 2025 | Deep Attention | CodeCode Available | 0 | 5 |
| Grid Partitioned Attention: Efficient TransformerApproximation with Inductive Bias for High Resolution Detail Generation | Jul 8, 2021 | Conditional Image GenerationDeep Attention | CodeCode Available | 0 | 5 |
| Deep attention-guided fusion network for lesion segmentation | Jul 23, 2018 | Deep AttentionLesion Segmentation | —Unverified | 0 | 0 |
| Classification of Hand Movements from EEG using a Deep Attention-based LSTM Network | Aug 6, 2019 | Deep AttentionEEG | —Unverified | 0 | 0 |
| Deep Attention Fusion Feature for Speech Separation with End-to-End Post-filter Method | Mar 17, 2020 | Deep AttentionSpeech Separation | —Unverified | 0 | 0 |
| Call Attention to Rumors: Deep Attention Based Recurrent Neural Networks for Early Rumor Detection | Apr 20, 2017 | Deep Attention | —Unverified | 0 | 0 |
