| 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 |
| Towards Deep Attention in Graph Neural Networks: Problems and Remedies | Jun 4, 2023 | Deep AttentionGraph Attention | CodeCode Available | 1 |
| Open-CyKG: An Open Cyber Threat Intelligence Knowledge Graph | Dec 5, 2021 | Deep AttentionKnowledge Graphs | CodeCode Available | 1 |
| Deep Attention-guided Graph Clustering with Dual Self-supervision | Nov 10, 2021 | ClusteringDeep 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 |
| 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 |
| 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 |
| Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing | Dec 23, 2020 | DecoderDeep Attention | CodeCode Available | 1 |
| PREDATOR: Registration of 3D Point Clouds with Low Overlap | Nov 25, 2020 | Deep AttentionPoint Cloud Registration | CodeCode Available | 1 |
| Deep multi-stations weather forecasting: explainable recurrent convolutional neural networks | Sep 23, 2020 | Deep AttentionDeep Learning | 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 |
| Weight Excitation: Built-in Attention Mechanisms in Convolutional Neural Networks | Aug 1, 2020 | 3D Action Recognition3D Classification | CodeCode Available | 1 |
| Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates | Jul 2, 2020 | Deep AttentionImage Segmentation | CodeCode Available | 1 |
| Image Search With Text Feedback by Visiolinguistic Attention Learning | Jun 1, 2020 | AttributeDeep Attention | CodeCode Available | 1 |
| Detecting Attended Visual Targets in Video | Mar 5, 2020 | Deep Attention | CodeCode Available | 1 |
| Dan: Deep attention neural network for news recommendation | Jul 17, 2019 | Deep AttentionDiversity | CodeCode Available | 1 |
| Bayes optimal learning of attention-indexed models | Jun 2, 2025 | Deep Attention | CodeCode Available | 0 |
| Multi-modal Collaborative Optimization and Expansion Network for Event-assisted Single-eye Expression Recognition | May 17, 2025 | Deep AttentionMamba | CodeCode Available | 0 |
| 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 |
| 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 |
| Geometry of Lightning Self-Attention: Identifiability and Dimension | Aug 30, 2024 | Deep Attention | CodeCode Available | 0 |
| NeuroPapyri: A Deep Attention Embedding Network for Handwritten Papyri Retrieval | Aug 14, 2024 | Decision MakingDeep Attention | —Unverified | 0 |
| Deep Attention Driven Reinforcement Learning (DAD-RL) for Autonomous Decision-Making in Dynamic Environment | Jul 12, 2024 | BenchmarkingDecision Making | CodeCode Available | 0 |
