| AMR Parsing with Action-Pointer Transformer | Apr 29, 2021 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 |
| Graph Decoupling Attention Markov Networks for Semi-supervised Graph Node Classification | Apr 28, 2021 | General ClassificationGraph Learning | —Unverified | 0 |
| FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation | Mar 31, 2021 | Hard AttentionImage Segmentation | CodeCode Available | 1 |
| A study of latent monotonic attention variants | Mar 30, 2021 | Hard Attentionspeech-recognition | —Unverified | 0 |
| Hard Attention Control By Mutual Information Maximization | Mar 10, 2021 | Hard AttentionPartially Observable Reinforcement Learning | —Unverified | 0 |
| Hard-Attention for Scalable Image Classification | Feb 20, 2021 | ClassificationDeep Attention | CodeCode Available | 1 |
| A Hybrid Attention Mechanism for Weakly-Supervised Temporal Action Localization | Jan 3, 2021 | Action LocalizationHard Attention | CodeCode Available | 1 |
| Achieving Explainability in a Visual Hard Attention Model through Content Prediction | Jan 1, 2021 | Hard Attentionimage-classification | —Unverified | 0 |
| Near-Optimal Glimpse Sequences for Training Hard Attention Neural Networks | Jan 1, 2021 | Experimental DesignGeneral Classification | —Unverified | 0 |
| AMR Parsing with Action-Pointer Transformer | Nov 24, 2020 | Abstract Meaning RepresentationAMR Parsing | —Unverified | 0 |
| AxFormer: Accuracy-driven Approximation of Transformers for Faster, Smaller and more Accurate NLP Models | Oct 7, 2020 | Hard AttentionQuantization | CodeCode Available | 0 |
| DanHAR: Dual Attention Network For Multimodal Human Activity Recognition Using Wearable Sensors | Jun 25, 2020 | Activity RecognitionHard Attention | —Unverified | 0 |
| MultiResolution Attention Extractor for Small Object Detection | Jun 10, 2020 | Hard AttentionObject | —Unverified | 0 |
| Learning Texture Transformer Network for Image Super-Resolution | Jun 7, 2020 | Hard AttentionImage Generation | CodeCode Available | 1 |
| Generative Adversarial Networks Based on Collaborative Learning and Attention Mechanism for Hyperspectral Image Classification | Apr 3, 2020 | Few-Shot Image ClassificationGenerative Adversarial Network | —Unverified | 0 |
| Improved Attention Models for Memory Augmented Neural Network Adaptive Controllers | Mar 19, 2020 | Hard Attention | —Unverified | 0 |
| Upper, Middle and Lower Region Learning for Facial Action Unit Detection | Feb 10, 2020 | Action Unit DetectionFacial Action Unit Detection | —Unverified | 0 |
| Robust Brain Magnetic Resonance Image Segmentation for Hydrocephalus Patients: Hard and Soft Attention | Jan 12, 2020 | Brain SegmentationHard Attention | —Unverified | 0 |
| Learning deep graph matching with channel-independent embedding and Hungarian attention | Jan 1, 2020 | Graph MatchingHard Attention | —Unverified | 0 |
| Text as Environment: A Deep Reinforcement Learning Text Readability Assessment Model | Dec 12, 2019 | Deep Reinforcement LearningHard Attention | —Unverified | 0 |
| Effect of choice of probability distribution, randomness, and search methods for alignment modeling in sequence-to-sequence text-to-speech synthesis using hard alignment | Oct 28, 2019 | Hard AttentionSpeech Synthesis | —Unverified | 0 |
| Read, Highlight and Summarize: A Hierarchical Neural Semantic Encoder-based Approach | Oct 8, 2019 | Abstractive Text SummarizationGPU | CodeCode Available | 0 |
| Object Guided External Memory Network for Video Object Detection | Oct 1, 2019 | Hard AttentionObject | —Unverified | 0 |
| Saccader: Improving Accuracy of Hard Attention Models for Vision | Aug 20, 2019 | Hard Attentionimage-classification | CodeCode Available | 0 |
| Neural Architectures for Nested NER through Linearization | Aug 19, 2019 | Hard Attentionnamed-entity-recognition | CodeCode Available | 0 |
| Graph Representation Learning via Hard and Channel-Wise Attention Networks | Jul 5, 2019 | Graph AttentionGraph Classification | CodeCode Available | 0 |
| Look Harder: A Neural Machine Translation Model with Hard Attention | Jul 1, 2019 | Hard AttentionMachine Translation | —Unverified | 0 |
| Theoretical Limitations of Self-Attention in Neural Sequence Models | Jun 16, 2019 | Hard Attention | —Unverified | 0 |
| Near-Optimal Glimpse Sequences for Improved Hard Attention Neural Network Training | Jun 13, 2019 | Experimental DesignGeneral Classification | —Unverified | 0 |
| Robust Sequence-to-Sequence Acoustic Modeling with Stepwise Monotonic Attention for Neural TTS | Jun 3, 2019 | Hard Attention | CodeCode Available | 0 |
| Exact Hard Monotonic Attention for Character-Level Transduction | May 15, 2019 | Hard AttentionInductive Bias | CodeCode Available | 1 |
| Patchwork: A Patch-wise Attention Network for Efficient Object Detection and Segmentation in Video Streams | Apr 3, 2019 | Hard Attentionobject-detection | —Unverified | 0 |
| Surprisingly Easy Hard-Attention for Sequence to Sequence Learning | Oct 1, 2018 | Hard AttentionImage Captioning | CodeCode Available | 0 |
| A Differentiable Self-disambiguated Sense Embedding Model via Scaled Gumbel Softmax | Sep 27, 2018 | Hard AttentionSentence | —Unverified | 0 |
| Extractive Adversarial Networks: High-Recall Explanations for Identifying Personal Attacks in Social Media Posts | Sep 1, 2018 | Hard Attention | —Unverified | 0 |
| Hard Non-Monotonic Attention for Character-Level Transduction | Aug 29, 2018 | Hard AttentionImage Captioning | CodeCode Available | 1 |
| Learning Visual Question Answering by Bootstrapping Hard Attention | Aug 1, 2018 | Hard AttentionQuestion Answering | CodeCode Available | 0 |
| Latent Alignment and Variational Attention | Jul 10, 2018 | Hard AttentionMachine Translation | CodeCode Available | 0 |
| Sequence-to-sequence Models for Cache Transition Systems | Jul 1, 2018 | AMR ParsingDecoder | CodeCode Available | 0 |
| Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling | Jan 31, 2018 | Hard AttentionNatural Language Inference | CodeCode Available | 0 |
| Overcoming catastrophic forgetting with hard attention to the task | Jan 4, 2018 | Continual LearningHard Attention | CodeCode Available | 0 |
| Hierarchical Multi-scale Attention Networks for Action Recognition | Aug 25, 2017 | Action RecognitionHard Attention | —Unverified | 0 |
| An Exploration of Neural Sequence-to-Sequence Architectures for Automatic Post-Editing | Jun 13, 2017 | Automatic Post-EditingHard Attention | —Unverified | 0 |
| Learning Hard Alignments with Variational Inference | May 16, 2017 | Hard AttentionImage Captioning | —Unverified | 0 |
| Morphological Inflection Generation with Hard Monotonic Attention | Nov 4, 2016 | Hard AttentionMorphological Inflection | CodeCode Available | 0 |
| Word Representation Models for Morphologically Rich Languages in Neural Machine Translation | Jun 14, 2016 | Hard AttentionMachine Translation | —Unverified | 0 |
| Progressive Attention Networks for Visual Attribute Prediction | Jun 8, 2016 | AttributeHard Attention | CodeCode Available | 0 |
| Hierarchical Memory Networks | May 24, 2016 | Hard AttentionQuestion Answering | —Unverified | 0 |
| Deep Attention Recurrent Q-Network | Dec 5, 2015 | Atari GamesDeep Attention | CodeCode Available | 0 |
| Recurrent Models of Visual Attention | Jun 24, 2014 | Hard Attentionimage-classification | CodeCode Available | 1 |