Attention 论文列表

单纯的罗列下标题中包含 Attention 的文章.

• ICLR, NIPS, ICML
• ICLR 2017
• NIPS 2017
• ICLR 2018
• NIPS 2018
• ICLR 2019
• NIPS 2019
• ICLR 2020


• CVPR, ICCV, ECCV
• CVPR 2017
• ICCV 2017
• CVPR 2018
• ECCV 2018
• CVPR 2019
• ICCV 2019

• IJCAI, AAAI
• AAAI 2017
• IJCAI 2017
• AAAI 2018
• IJCAI 2018
• AAAI 2019
• IJCAI 2019

ICLR, NIPS, ICML

ICLR 2017

1. Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer.
2. Deep Biaffine Attention for Neural Dependency Parsing.
3. Bidirectional Attention Flow for Machine Comprehension.
4. Dynamic Coattention Networks For Question Answering.
5. Structured Attention Networks.
6. Frustratingly Short Attention Spans in Neural Language Modeling.
7. Recurrent Mixture Density Network for Spatiotemporal Visual Attention.

NIPS 2017

1. Attentional Pooling for Action Recognition. 34-45
2. VAIN: Attentional Multi-agent Predictive Modeling. 2701-2711
3. A Regularized Framework for Sparse and Structured Neural Attention. 3338-3348
4. High-Order Attention Models for Visual Question Answering. 3664-3674
5. Visual Reference Resolution using Attention Memory for Visual Dialog. 3719-3729
6. Variational Laws of Visual Attention for Dynamic Scenes. 3823-3832
7. Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction. 3961-3970
8. Saliency-based Sequential Image Attention with Multiset Prediction. 5173-5183
9. Attention is All you Need. 5998-6008
10. Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin. 6785-6795

ICLR 2018

1. Graph Attention Networks.
2. QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension.
3. Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling.
4. Learn to Pay Attention.
5. Monotonic Chunkwise Attention.
6. DCN+: Mixed Objective And Deep Residual Coattention for Question Answering.
7. FusionNet: Fusing via Fully-aware Attention with Application to Machine Comprehension.
8. Compositional Attention Networks for Machine Reasoning.

NIPS 2018

1. A^2-Nets: Double Attention Networks. 350-359
2. Self-Erasing Network for Integral Object Attention. 547-557
3. Uncertainty-Aware Attention for Reliable Interpretation and Prediction. 917-926
4. Bilinear Attention Networks. 1571-1581
5. Attention in Convolutional LSTM for Gesture Recognition. 1957-1966
6. Unsupervised Attention-guided Image-to-Image Translation. 3697-3707
7. Densely Connected Attention Propagation for Reading Comprehension. 4911-4922
8. Stacked Semantics-Guided Attention Model for Fine-Grained Zero-Shot Learning. 5998-6007
9. Learning Attentional Communication for Multi-Agent Cooperation. 7265-7275
10. Watch Your Step: Learning Node Embeddings via Graph Attention. 9198-9208
11. Latent Alignment and Variational Attention. 9735-9747

ICLR 2019

1. Pay Less Attention with Lightweight and Dynamic Convolutions.
2. Posterior Attention Models for Sequence to Sequence Learning.
3. Attention, Learn to Solve Routing Problems!
4. Residual Non-local Attention Networks for Image Restoration.
5. Marginalized Average Attentional Network for Weakly-Supervised Learning.
6. Coarse-grain Fine-grain Coattention Network for Multi-evidence Question Answering.
7. Hyperbolic Attention Networks.
8. Delta: Deep Learning Transfer using Feature Map with Attention for Convolutional Networks.

NIPS 2019

1. Stand-Alone Self-Attention in Vision Models Niki Parmar, Prajit Ramachandran, Ashish Vaswani, Irwan Bello, Anselm Levskaya, Jon Shlens
2. Social-BiGAT: Multimodal Trajectory Forecasting using Bicycle-GAN and Graph Attention Networks Vineet Kosaraju, Amir Sadeghian, Roberto Martín-Martín, Ian Reid, Hamid Rezatofighi, Silvio Savarese
3. Saccader: Improving Accuracy of Hard Attention Models for Vision Gamaleldin Elsayed, Simon Kornblith, Quoc V. Le
4. One-Shot Object Detection with Co-Attention and Co-Excitation Ting-I Hsieh, Yi-Chen Lo, Hwann-Tzong Chen, Tyng-Luh Liu
5. Cross Attention Network for Few-shot Classification Ruibing Hou, Hong Chang, Bingpeng MA, Shiguang Shan, Xilin Chen
6. Understanding Attention and Generalization in Graph Neural Networks Boris Knyazev, Graham W. Taylor, Mohamed Amer
7. Efficient Graph Generation with Graph Recurrent Attention Networks Renjie Liao, Yujia Li, Yang Song, Shenlong Wang, Will Hamilton, David K. Duvenaud, Raquel Urtasun, Richard Zemel
8. Incremental Few-Shot Learning with Attention Attractor Networks Mengye Ren, Renjie Liao, Ethan Fetaya, Richard Zemel
9. AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification Ronghui You, Zihan Zhang, Ziye Wang, Suyang Dai, Hiroshi Mamitsuka, Shanfeng Zhu
10. Learning Dynamics of Attention: Human Prior for Interpretable Machine Reasoning Wonjae Kim, Yoonho Lee
11. Compositional De-Attention Networks Yi Tay, Anh Tuan Luu, Aston Zhang, Shuohang Wang, Siu Cheung Hui
12. Adaptively Aligned Image Captioning via Adaptive Attention Time Lun Huang, Wenmin Wang, Yaxian Xia, Jie Chen
13. Input-Cell Attention Reduces Vanishing Saliency of Recurrent Neural Networks Aya Abdelsalam Ismail, Mohamed Gunady, Luiz Pessoa, Hector Corrada Bravo, Soheil Feizi
14. Towards Interpretable Reinforcement Learning Using Attention Augmented Agents Alexander Mott, Daniel Zoran, Mike Chrzanowski, Daan Wierstra, Danilo Jimenez Rezende
15. A Self Validation Network for Object-Level Human Attention Estimation Zehua Zhang, Chen Yu, David Crandall
16. Semantic-Guided Multi-Attention Localization for Zero-Shot Learning Yizhe Zhu, Jianwen Xie, Zhiqiang Tang, Xi Peng, Ahmed Elgammal
17. Self-attention with Functional Time Representation Learning Da Xu, Chuanwei Ruan, Evren Korpeoglu, Sushant Kumar, Kannan Achan

ICLR 2020

1. Learning deep graph matching with channel-independent embedding and Hungarian attention
2. Gino Brunner, Yang Liu, Damian Pascual, Oliver Richter, Massimiliano Ciaramita, Roger Wattenhofer
3. Tree-Structured Attention with Hierarchical Accumulation
4. Adaptive Structural Fingerprints for Graph Attention Networks
5. Raza Habib, Soroosh Mariooryad, Matt Shannon, Eric Battenberg, RJ Skerry-Ryan, Daisy Stanton, David Kao, Tom Bagby
6. Capsules with Inverted Dot-Product Attention Routing
7. Transformer-XH: Multi-Evidence Reasoning with eXtra Hop Attention
8. Hyper-SAGNN: a self-attention based graph neural network for hypergraphs
9. U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation
10. SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition
11. On the Relationship between Self-Attention and Convolutional Layers
12. Lite Transformer with Long-Short Range Attention
13. Co-Attentive Equivariant Neural Networks: Focusing Equivariance On Transformations Co-Occurring in Data
14. Monotonic Multihead Attention
15. Pay Attention to Features, Transfer Learn Faster CNNs

CVPR, ICCV, ECCV

CVPR 2017

1. Dual Attention Networks for Multimodal Reasoning and Matching
2. Knowing When to Look: Adaptive Attention via a Visual Sentinel for Image Captioning
3. Supervising Neural Attention Models for Video Captioning by Human Gaze Data
4. Attention-Aware Face Hallucination via Deep Reinforcement Learning
5. Global Context-Aware Attention LSTM Networks for 3D Action Recognition
6. Multi-Context Attention for Human Pose Estimation
7. Dynamic Attention-Controlled Cascaded Shape Regression Exploiting Training Data Augmentation and Fuzzy-Set Sample Weighting
8. Attentional Push: A Deep Convolutional Network for Augmenting Image Salience With Shared Attention Modeling in Social Scenes
9. AMC: Attention guided Multi-modal Correlation Learning for Image Search
10. Multi-Attention Network for One Shot Learning
11. Residual Attention Network for Image Classification
12. Look Closer to See Better: Recurrent Attention Convolutional Neural Network for Fine-Grained Image Recognition
13. Multi-Level Attention Networks for Visual Question Answering
14. Attentional Correlation Filter Network for Adaptive Visual Tracking
15. Episodic CAMN: Contextual Attention-Based Memory Networks With Iterative Feedback for Scene Labeling
16. SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning
17. End-To-End Instance Segmentation With Recurrent Attention
18. Temporal Attention-Gated Model for Robust Sequence Classification

ICCV 2017

1. Multi-Label Image Recognition by Recurrently Discovering Attentional Regions
2. Areas of Attention for Image Captioning
3. Structured Attentions for Visual Question Answering
4. Video Fill in the Blank Using LR/RL LSTMs With Spatial-Temporal Attentions
5. VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic Segmentation
6. Multi-Modal Factorized Bilinear Pooling With Co-Attention Learning for Visual Question Answering
7. Identity-Aware Textual-Visual Matching With Latent Co-Attention
8. Deep Cropping via Attention Box Prediction and Aesthetics Assessment
9. Paying Attention to Descriptions Generated by Image Captioning Models
10. Interpretable Learning for Self-Driving Cars by Visualizing Causal Attention
11. Single Shot Text Detector With Regional Attention
12. Learning Visual Attention to Identify People With Autism Spectrum Disorder
13. RPAN: An End-To-End Recurrent Pose-Attention Network for Action Recognition in Videos
14. Attention-Aware Deep Reinforcement Learning for Video Face Recognition
15. Attention-Based Multimodal Fusion for Video Description
16. Online Multi-Object Tracking Using CNN-Based Single Object Tracker With Spatial-Temporal Attention Mechanism
17. Segmentation-Aware Convolutional Networks Using Local Attention Masks
18. Focusing Attention: Towards Accurate Text Recognition in Natural Images
19. Learning Multi-Attention Convolutional Neural Network for Fine-Grained Image Recognition
20. Deep Spatial-Semantic Attention for Fine-Grained Sketch-Based Image Retrieval

CVPR 2018

1. Diversity Regularized Spatiotemporal Attention for Video-Based Person Re-Identification
2. End-to-End Flow Correlation Tracking With Spatial-Temporal Attention
3. Progressive Attention Guided Recurrent Network for Salient Object Detection
4. Stacked Latent Attention for Multimodal Reasoning
5. Mask-Guided Contrastive Attention Model for Person Re-Identification
6. MAttNet: Modular Attention Network for Referring Expression Comprehension
7. AttnGAN: Fine-Grained Text to Image Generation With Attentional Generative Adversarial Networks
8. Attention-Aware Compositional Network for Person Re-Identification
9. Harmonious Attention Network for Person Re-Identification
10. PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection
11. Hierarchical Recurrent Attention Networks for Structured Online Maps
12. Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation
13. Parallel Attention: A Unified Framework for Visual Object Discovery Through Dialogs and Queries
14. Attentional ShapeContextNet for Point Cloud Recognition
15. Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking
16. Fooling Vision and Language Models Despite Localization and Attention Mechanism
17. An End-to-End TextSpotter With Explicit Alignment and Attention
18. DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation
19. Dual Attention Matching Network for Context-Aware Feature Sequence Based Person Re-Identification
20. Generative Image Inpainting With Contextual Attention
21. DA-GAN: Instance-Level Image Translation by Deep Attention Generative Adversarial Networks
22. Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering
23. Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering
24. Focal Visual-Text Attention for Visual Question Answering
25. AMNet: Memorability Estimation With Attention
26. Inferring Shared Attention in Social Scene Videos
27. Where and Why Are They Looking? Jointly Inferring Human Attention and Intentions in Complex Tasks
28. Occluded Pedestrian Detection Through Guided Attention in CNNs
29. Going From Image to Video Saliency: Augmenting Image Salience With Dynamic Attentional Push
30. Emotional Attention: A Study of Image Sentiment and Visual Attention
31. Differential Attention for Visual Question Answering
32. Visual Grounding via Accumulated Attention
33. Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification
34. Tell Me Where to Look: Guided Attention Inference Network

ECCV 2018

1. Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation
2. CBAM: Convolutional Block Attention Module
3. Look Deeper into Depth: Monocular Depth Estimation with Semantic Booster and Attention-Driven Loss
4. Boosted Attention: Leveraging Human Attention for Image Captioning
5. Reverse Attention for Salient Object Detection
6. PSANet: Point-wise Spatial Attention Network for Scene Parsing
7. Fine-grained Video Categorization with Redundancy Reduction Attention
8. Image Super-Resolution Using Very Deep Residual Channel Attention Networks
9. Deep Adversarial Attention Alignment for Unsupervised Domain Adaptation: the Benefit of Target Expectation Maximization
10. Dependency-aware Attention Control for Unconstrained Face Recognition with Image Sets
11. Online Multi-Object Tracking with Dual Matching Attention Networks
12. Connecting Gaze, Scene, and Attention: Generalized Attention Estimation via Joint Modeling of Gaze and Scene Saliency
13. Attention-aware Deep Adversarial Hashing for Cross-Modal Retrieval
14. Deep Adaptive Attention for Joint Facial Action Unit Detection and Face Alignment
15. Multimodal Dual Attention Memory for Video Story Question Answering
16. AGIL: Learning Attention from Human for Visuomotor Tasks
17. Deep Imbalanced Attribute Classification using Visual Attention Aggregation
18. Attention-based Ensemble for Deep Metric Learning
19. Predicting Gaze in Egocentric Video by Learning Task-dependent Attention Transition
20. Deep Attention Neural Tensor Network for Visual Question Answering
21. Pairwise Body-Part Attention for Recognizing Human-Object Interactions
22. Attention-GAN for Object Transfiguration in Wild Images
23. Egocentric Activity Prediction via Event Modulated Attention
24. Question Type Guided Attention in Visual Question Answering
25. Reinforced Temporal Attention and Split-Rate Transfer for Depth-Based Person Re-Identification
26. Stacked Cross Attention for Image-Text Matching
27. DeepPhys: Video-Based Physiological Measurement Using Convolutional Attention Networks
28. Interaction-aware Spatio-temporal Pyramid Attention Networks for Action Classification
29. Attend and Rectify: a gated attention mechanism for fine-grained recovery
30. Learning Visual Question Answering by Bootstrapping Hard Attention
31. Factual'' orEmotional'': Stylized Image Captioning with Adaptive Learning and Attention
32. Single Image Water Hazard Detection using FCN with Reflection Attention Units
33. Multi-Attention Multi-Class Constraint for Fine-grained Image Recognition
34. Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection
35. Mancs: A Multi-task Attentional Network with Curriculum Sampling for Person Re-identification
36. Generative Adversarial Network with Spatial Attention for Face Attribute Editing

CVPR 2019

1. Visual Attention Consistency Under Image Transforms for Multi-Label Image Classification
2. An Attention Enhanced Graph Convolutional LSTM Network for Skeleton-Based Action Recognition
3. Salient Object Detection With Pyramid Attention and Salient Edges
4. Attention-Aware Multi-Stroke Style Transfer
5. Attention-Guided Network for Ghost-Free High Dynamic Range Imaging
6. End-To-End Multi-Task Learning With Attention
7. Improving Referring Expression Grounding With Cross-Modal Attention-Guided Erasing
8. Neighbourhood Watch: Referring Expression Comprehension via Language-Guided Graph Attention Networks
9. Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering
10. Factor Graph Attention
11. Attention-Based Dropout Layer for Weakly Supervised Object Localization
12. Progressive Pose Attention Transfer for Person Image Generation
13. Multi-Channel Attention Selection GAN With Cascaded Semantic Guidance for Cross-View Image Translation
14. Hybrid-Attention Based Decoupled Metric Learning for Zero-Shot Image Retrieval
15. Mind Your Neighbours: Image Annotation With Metadata Neighbourhood Graph Co-Attention Networks
16. Learning Unsupervised Video Object Segmentation Through Visual Attention
17. Pyramid Feature Attention Network for Saliency Detection
18. Dual Attention Network for Scene Segmentation
19. ADCrowdNet: An Attention-Injective Deformable Convolutional Network for Crowd Understanding
20. Modeling Point Clouds With Self-Attention and Gumbel Subset Sampling
21. See More, Know More: Unsupervised Video Object Segmentation With Co-Attention Siamese Networks
22. Emotion-Aware Human Attention Prediction
23. Pay Attention! - Robustifying a Deep Visuomotor Policy Through Task-Focused Visual Attention
24. Looking for the Devil in the Details: Learning Trilinear Attention Sampling Network for Fine-Grained Image Recognition
25. Arbitrary Style Transfer With Style-Attentional Networks
26. Deep Modular Co-Attention Networks for Visual Question Answering
27. Dynamic Fusion With Intra- and Inter-Modality Attention Flow for Visual Question Answering
28. Recursive Visual Attention in Visual Dialog
29. Attention-Guided Unified Network for Panoptic Segmentation
30. AANet: Attribute Attention Network for Person Re-Identifications
31. Towards Universal Object Detection by Domain Attention
32. The Pros and Cons: Rank-Aware Temporal Attention for Skill Determination in Long Videos
33. Depth-Attentional Features for Single-Image Rain Removal
34. Progressive Attention Memory Network for Movie Story Question Answering
35. Shifting More Attention to Video Salient Object Detection
36. Attention-Based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions
37. Object Detection With Location-Aware Deformable Convolution and Backward Attention Filtering
38. LSTA: Long Short-Term Attention for Egocentric Action Recognition
39. Graph Attention Convolution for Point Cloud Semantic Segmentation
40. Cross-Modal Self-Attention Network for Referring Image Segmentation
41. Attention Based Glaucoma Detection: A Large-Scale Database and CNN Model
42. Attention Branch Network: Learning of Attention Mechanism for Visual Explanation
43. Second-Order Attention Network for Single Image Super-Resolution
44. Learning Parallax Attention for Stereo Image Super-Resolution
45. PCAN: 3D Attention Map Learning Using Contextual Information for Point Cloud Based Retrieval

ICCV 2019

1. Hierarchical Self-Attention Network for Action Localization in Videos
2. Mixed High-Order Attention Network for Person Re-Identification
3. Sharpen Focus: Learning With Attention Separability and Consistency
4. Co-Segmentation Inspired Attention Networks for Video-Based Person Re-Identification
5. CCNet: Criss-Cross Attention for Semantic Segmentation
6. Learning Lightweight Lane Detection CNNs by Self Attention Distillation
7. Attention-Aware Polarity Sensitive Embedding for Affective Image Retrieval
8. Attention-Based Autism Spectrum Disorder Screening With Privileged Modality
9. Integral Object Mining via Online Attention Accumulation
10. Real Image Denoising With Feature Attention
11. Attention Augmented Convolutional Networks
12. Patchwork: A Patch-Wise Attention Network for Efficient Object Detection and Segmentation in Video Streams
13. AttentionRNN: A Structured Spatial Attention Mechanism
14. Second-Order Non-Local Attention Networks for Person Re-Identification
15. Progressive Sparse Local Attention for Video Object Detection
16. Reasoning About Human-Object Interactions Through Dual Attention Networks
17. Asymmetric Cross-Guided Attention Network for Actor and Action Video Segmentation From Natural Language Query
18. AGSS-VOS: Attention Guided Single-Shot Video Object Segmentation
19. RANet: Ranking Attention Network for Fast Video Object Segmentation
20. Coherent Semantic Attention for Image Inpainting
21. Attention on Attention for Image Captioning
22. Dynamic Graph Attention for Referring Expression Comprehension
23. Mask-Guided Attention Network for Occluded Pedestrian Detection
24. Attention Bridging Network for Knowledge Transfer
25. Accelerate Learning of Deep Hashing With Gradient Attention
26. Fingerspelling Recognition in the Wild With Iterative Visual Attention
27. Attentional Feature-Pair Relation Networks for Accurate Face Recognition
28. Deep Contextual Attention for Human-Object Interaction Detection
29. Attentional Neural Fields for Crowd Counting
30. Controllable Attention for Structured Layered Video Decomposition
31. Saliency-Guided Attention Network for Image-Sentence Matching
32. A Dual-Path Model With Adaptive Attention for Vehicle Re-Identification
33. What Would You Expect? Anticipating Egocentric Actions With Rolling-Unrolling LSTMs and Modality Attention
34. Dual Attention Matching for Audio-Visual Event Localization
35. AttPool: Towards Hierarchical Feature Representation in Graph Convolutional Networks via Attention Mechanism
36. An Empirical Study of Spatial Attention Mechanisms in Deep Networks
37. Attribute Attention for Semantic Disambiguation in Zero-Shot Learning
38. Relational Attention Network for Crowd Counting
39. ACFNet: Attentional Class Feature Network for Semantic Segmentation
40. Depth-Induced Multi-Scale Recurrent Attention Network for Saliency Detection
41. Motion Guided Attention for Video Salient Object Detection
42. GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing
43. Bilinear Attention Networks for Person Retrieval
44. Discriminative Feature Learning With Consistent Attention Regularization for Person Re-Identification
45. Group-Wise Deep Object Co-Segmentation With Co-Attention Recurrent Neural Network
46. Human Attention in Image Captioning: Dataset and Analysis
47. SID4VAM: A Benchmark Dataset With Synthetic Images for Visual Attention Modeling
48. Image Inpainting With Learnable Bidirectional Attention Maps
49. Deep Floor Plan Recognition Using a Multi-Task Network With Room-Boundary-Guided Attention
50. Expectation-Maximization Attention Networks for Semantic Segmentation
51. Contextual Attention for Hand Detection in the Wild
52. Pyramid Graph Networks With Connection Attentions for Region-Based One-Shot Semantic Segmentation
53. Self-Critical Attention Learning for Person Re-Identification
54. SegEQA: Video Segmentation Based Visual Attention for Embodied Question Answering
55. Relation-Aware Graph Attention Network for Visual Question Answering
56. Mixture-Kernel Graph Attention Network for Situation Recognition
57. Align, Attend and Locate: Chest X-Ray Diagnosis via Contrast Induced Attention Network With Limited Supervision

IJCAI, AAAI

AAAI 2017

1. Let Your Photos Talk: Generating Narrative Paragraph for Photo Stream via Bidirectional Attention Recurrent Neural Networks. 1445-1452
2. Distant Supervision for Relation Extraction with Sentence-Level Attention and Entity Descriptions. 3060-3066
3. Recurrent Attentional Topic Model. 3223-3229
4. Deterministic Attention for Sequence-to-Sequence Constituent Parsing. 3237-3243
5. Coherent Dialogue with Attention-Based Language Models. 3252-3258
6. Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms. 3316-3322
7. BattRAE: Bidimensional Attention-Based Recursive Autoencoders for Learning Bilingual Phrase Embeddings. 3372-3378
8. Image Caption with Global-Local Attention. 4133-4139
9. Attention Correctness in Neural Image Captioning. 4176-4182
10. Localizing by Describing: Attribute-Guided Attention Localization for Fine-Grained Recognition. 4190-4196
11. Text-Guided Attention Model for Image Captioning. 4233-4239
12. Title Learning Latent Subevents in Activity Videos Using Temporal Attention Filters. 4247-4254
13. An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data. 4263-4270
14. Attention Based LSTM for Target Dependent Sentiment Classification. 5013-5014

IJCAI 2017

1. Inferring Human Attention by Learning Latent Intentions. 1297-1303
2. MAM-RNN: Multi-level Attention Model Based RNN for Video Captioning. 2208-2214
3. Completely Heterogeneous Transfer Learning with Attention - What And What Not To Transfer. 2508-2514
4. A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction. 2627-2633
5. Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning. 2737-2743
6. Cascade Dynamics Modeling with Attention-based Recurrent Neural Network. 2985-2991
7. Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks. 3119-3125
8. Predicting Human Interaction via Relative Attention Model. 3245-3251
9. Learning to Read Irregular Text with Attention Mechanisms. 3280-3286
10. Hashtag Recommendation for Multimodal Microblog Using Co-Attention Network. 3420-3426
11. Video Question Answering via Hierarchical Spatio-Temporal Attention Networks. 3518-3524
12. Link Prediction via Ranking Metric Dual-Level Attention Network Learning. 3525-3531
13. Stance Classification with Target-specific Neural Attention. 3988-3994
14. An Attention-based Regression Model for Grounding Textual Phrases in Images. 3995-4001
15. Interactive Attention Networks for Aspect-Level Sentiment Classification. 4068-4074
16. Learning Sentence Representation with Guidance of Human Attention. 4137-4143

AAAI 2018

1. Attention-via-Attention Neural Machine Translation. 563-570
2. A Neural Attention Model for Urban Air Quality Inference: Learning the Weights of Monitoring Stations. 2151-2158
3. Attention-Based Transactional Context Embedding for Next-Item Recommendation. 2532-2539
4. Modeling Attention and Memory for Auditory Selection in a Cocktail Party Environment. 2564-2571
5. Gated-Attention Architectures for Task-Oriented Language Grounding. 2819-2826
6. Attend and Diagnose: Clinical Time Series Analysis Using Attention Models. 4091-4098
7. ATRank: An Attention-Based User Behavior Modeling Framework for Recommendation. 4564-4571
8. Syntax-Directed Attention for Neural Machine Translation. 4792-4799
9. Neural Knowledge Acquisition via Mutual Attention Between Knowledge Graph and Text. 4832-4839
10. Event Detection via Gated Multilingual Attention Mechanism. 4865-4872
11. Deep Semantic Role Labeling With Self-Attention. 4929-4936
12. An Unsupervised Model With Attention Autoencoders for Question Retrieval. 4978-4986
13. Attention-based Belief or Disbelief Feature Extraction for Dependency Parsing. 5382-5389
14. DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding. 5446-5455
15. Word Attention for Sequence to Sequence Text Understanding. 5578-5585
16. Hierarchical Recurrent Attention Network for Response Generation. 5610-5617
17. Multi-attention Recurrent Network for Human Communication Comprehension. 5642-5649
18. Chinese LIWC Lexicon Expansion via Hierarchical Classification of Word Embeddings with Sememe Attention. 5650-5657
19. Adaptive Co-attention Network for Named Entity Recognition in Tweets. 5674-5681
20. RNN-Based Sequence-Preserved Attention for Dependency Parsing. 5738-5746
21. A Question-Focused Multi-Factor Attention Network for Question Answering. 5828-5835
22. Hierarchical Attention Transfer Network for Cross-Domain Sentiment Classification. 5852-5859
23. Mention and Entity Description Co-Attention for Entity Disambiguation. 5908-5915
24. Improving Review Representations With User Attention and Product Attention for Sentiment Classification. 5989-5996
25. Improving Neural Fine-Grained Entity Typing With Knowledge Attention. 5997-6004
26. Dual Attention Network for Product Compatibility and Function Satisfiability Analysis. 6013-6020
27. Hierarchical Attention Flow for Multiple-Choice Reading Comprehension. 6077-6085
28. Lateral Inhibition-Inspired Convolutional Neural Network for Visual Attention and Saliency Detection. 6690-6697
29. Order-Free RNN With Visual Attention for Multi-Label Classification. 6714-6721
30. Recurrent Attentional Reinforcement Learning for Multi-Label Image Recognition. 6730-6737
31. Facial Landmarks Detection by Self-Iterative Regression Based Landmarks-Attention Network. 6926-6933
32. A Cascaded Inception of Inception Network With Attention Modulated Feature Fusion for Human Pose Estimation. 7170-7177
33. Multimodal Keyless Attention Fusion for Video Classification. 7202-7209
34. Exploring Human-Like Attention Supervision in Visual Question Answering. 7300-7307
35. Sentiment Lexicon Enhanced Attention-Based LSTM for Sentiment Classification. 8105-8106
36. Path-Based Attention Neural Model for Fine-Grained Entity Typing. 8179-8180
37. Learning Attention Model From Human for Visuomotor Tasks. 8181-8182

IJCAI 2018

1. Show, Observe and Tell: Attribute-driven Attention Model for Image Captioning. 606-612
2. Scanpath Prediction for Visual Attention using IOR-ROI LSTM. 642-648
3. Co-attention CNNs for Unsupervised Object Co-segmentation. 748-756
4. Cross-media Multi-level Alignment with Relation Attention Network. 892-898
5. From Pixels to Objects: Cubic Visual Attention for Visual Question Answering. 906-912
6. Memory Attention Networks for Skeleton-based Action Recognition. 1639-1645
7. Neural Machine Translation with Key-Value Memory-Augmented Attention. 2574-2580
8. Multi-modality Sensor Data Classification with Selective Attention. 3111-3117
9. Attentional Image Retweet Modeling via Multi-Faceted Ranking Network Learning. 3184-3190
10. Learning to Recognize Transient Sound Events using Attentional Supervision. 3336-3342
11. GeoMAN: Multi-level Attention Networks for Geo-sensory Time Series Prediction. 3428-3434
12. Multi-Turn Video Question Answering via Multi-Stream Hierarchical Attention Context Network. 3690-3696
13. A^3NCF: An Adaptive Aspect Attention Model for Rating Prediction. 3748-3754
14. Sequential Recommender System based on Hierarchical Attention Networks. 3926-3932
15. A Brand-level Ranking System with the Customized Attention-GRU Model. 3947-3953
16. Medical Concept Embedding with Time-Aware Attention. 3984-3990
17. Attention-Fused Deep Matching Network for Natural Language Inference. 4033-4040
18. Multi-modal Sentence Summarization with Modality Attention and Image Filtering. 4152-4158
19. Code Completion with Neural Attention and Pointer Networks. 4159-4165
20. Aspect Term Extraction with History Attention and Selective Transformation. 4194-4200
21. Feature Enhancement in Attention for Visual Question Answering. 4216-4222
22. Beyond Polarity: Interpretable Financial Sentiment Analysis with Hierarchical Query-driven Attention. 4244-4250
23. Translating Embeddings for Knowledge Graph Completion with Relation Attention Mechanism. 4286-4292
24. Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling. 4345-4352
25. Listen, Think and Listen Again: Capturing Top-down Auditory Attention for Speaker-independent Speech Separation. 4353-4360
26. Multiway Attention Networks for Modeling Sentence Pairs. 4411-4417
27. Get The Point of My Utterance! Learning Towards Effective Responses with Multi-Head Attention Mechanism. 4418-4424
28. Hermitian Co-Attention Networks for Text Matching in Asymmetrical Domains. 4425-4431
29. Aspect Sentiment Classification with both Word-level and Clause-level Attention Networks. 4439-4445
30. Densely Connected CNN with Multi-scale Feature Attention for Text Classification. 4468-4474
31. Same Representation, Different Attentions: Shareable Sentence Representation Learning from Multiple Tasks. 4616-4622
32. Commonsense Knowledge Aware Conversation Generation with Graph Attention. 4623-4629

AAAI 2019

1. VistaNet: Visual Aspect Attention Network for Multimodal Sentiment Analysis. 305-312
2. Context-Aware Self-Attention Networks. 387-394
3. Cross-Relation Cross-Bag Attention for Distantly-Supervised Relation Extraction. 419-426
4. HireNet: A Hierarchical Attention Model for the Automatic Analysis of Asynchronous Video Job Interviews. 573-581
5. Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting. 922-929
6. Cash-Out User Detection Based on Attributed Heterogeneous Information Network with a Hierarchical Attention Mechanism. 946-953
7. Difficulty-Aware Attention Network with Confidence Learning for Medical Image Segmentation. 1085-1092
8. Character-Level Language Modeling with Deeper Self-Attention. 3159-3166
9. AFS: An Attention-Based Mechanism for Supervised Feature Selection. 3705-3713
10. A Two-Stream Mutual Attention Network for Semi-Supervised Biomedical Segmentation with Noisy Labels. 4578-4585
11. A Radical-Aware Attention-Based Model for Chinese Text Classification. 5125-5132
12. Transferable Attention for Domain Adaptation. 5345-5352
13. Deep Metric Learning by Online Soft Mining and Class-Aware Attention. 5361-5368
14. Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation. 5581-5588
15. Interactive Attention Transfer Network for Cross-Domain Sentiment Classification. 5773-5780
16. DAN: Deep Attention Neural Network for News Recommendation. 5973-5980
17. Deep Short Text Classification with Knowledge Powered Attention. 6252-6259
18. Convolutional Spatial Attention Model for Reading Comprehension with Multiple-Choice Questions. 6276-6283
19. Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering. 6318-6325
20. Structured Two-Stream Attention Network for Video Question Answering. 6391-6398
21. Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification. 6407-6414
22. SAM-Net: Integrating Event-Level and Chain-Level Attentions to Predict What Happens Next. 6802-6809
23. Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph Embedding. 7152-7159
24. Hierarchical Attention Networks for Sentence Ordering. 7184-7191
25. Exploring Answer Stance Detection with Recurrent Conditional Attention. 7426-7433
26. An Affect-Rich Neural Conversational Model with Biased Attention and Weighted Cross-Entropy Loss. 7492-7500
27. Motion Guided Spatial Attention for Video Captioning. 8191-8198
28. Attention-Aware Sampling via Deep Reinforcement Learning for Action Recognition. 8247-8254
29. Fully Convolutional Video Captioning with Coarse-to-Fine and Inherited Attention. 8271-8278
30. STA: Spatial-Temporal Attention for Large-Scale Video-Based Person Re-Identification. 8287-8294
31. Deliberate Attention Networks for Image Captioning. 8320-8327
32. Attention-Based Multi-Context Guiding for Few-Shot Semantic Segmentation. 8441-8448
33. Beyond RNNs: Positional Self-Attention with Co-Attention for Video Question Answering. 8658-8665
34. Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-Based Sequence to Sequence Network. 8778-8785
35. Connecting Language to Images: A Progressive Attention-Guided Network for Simultaneous Image Captioning and Language Grounding. 8885-8892
36. Hierarchical Attention Network for Image Captioning. 8957-8964
37. Semantic Adversarial Network with Multi-Scale Pyramid Attention for Video Classification. 9030-9037
38. Residual Attribute Attention Network for Face Image Super-Resolution. 9054-9061
39. A Dual Attention Network with Semantic Embedding for Few-Shot Learning. 9079-9086
40. To Find Where You Talk: Temporal Sentence Localization in Video with Attention Based Location Regression. 9159-9166
41. Learning a Key-Value Memory Co-Attention Matching Network for Person Re-Identification. 9235-9242
42. Recurrent Attention Model for Pedestrian Attribute Recognition. 9275-9282
43. Dynamic Capsule Attention for Visual Question Answering. 9324-9331
44. Attention Guided Imitation Learning and Reinforcement Learning. 9906-9907
45. WAIS: Word Attention for Joint Intent Detection and Slot Filling. 9927-9928

IJCAI 2019

1. A Deep Bi-directional Attention Network for Human Motion Recovery. 701-707
2. On Retrospecting Human Dynamics with Attention. 708-714
3. 3DViewGraph: Learning Global Features for 3D Shapes from A Graph of Unordered Views with Attention. 758-765
4. Multi-Level Visual-Semantic Alignments with Relation-Wise Dual Attention Network for Image and Text Matching. 789-795
5. Detecting Robust Co-Saliency with Recurrent Co-Attention Neural Network. 818-825
6. Densely Connected Attention Flow for Visual Question Answering. 869-875
7. Multi-agent Attentional Activity Recognition. 1344-1350
8. Neighborhood-Aware Attentional Representation for Multilingual Knowledge Graphs. 1943-1949
9. An Actor-Critic-Attention Mechanism for Deep Reinforcement Learning in Multi-view Environments. 2002-2008
10. Matching User with Item Set: Collaborative Bundle Recommendation with Deep Attention Network. 2095-2101
11. Semi-supervised User Profiling with Heterogeneous Graph Attention Networks. 2116-2122
12. Patent Citation Dynamics Modeling via Multi-Attention Recurrent Networks. 2621-2627
13. AttnSense: Multi-level Attention Mechanism For Multimodal Human Activity Recognition. 3109-3115
14. DyAt Nets: Dynamic Attention Networks for State Forecasting in Cyber-Physical Systems. 3180-3186
15. Hierarchical Inter-Attention Network for Document Classification with Multi-Task Learning. 3569-3575
16. Attributed Graph Clustering: A Deep Attentional Embedding Approach. 3670-3676
17. DMRAN: A Hierarchical Fine-Grained Attention-Based Network for Recommendation. 3698-3704
18. CLVSA: A Convolutional LSTM Based Variational Sequence-to-Sequence Model with Attention for Predicting Trends of Financial Markets. 3705-3711
19. MUSICAL: Multi-Scale Image Contextual Attention Learning for Inpainting. 3748-3754
20. Position Focused Attention Network for Image-Text Matching. 3792-3798
21. Hierarchical Diffusion Attention Network. 3828-3834
22. BPAM: Recommendation Based on BP Neural Network with Attention Mechanism. 3905-3911
23. Graph Contextualized Self-Attention Network for Session-based Recommendation. 3940-3946
24. SPAGAN: Shortest Path Graph Attention Network. 4099-4105
25. Feature-level Deeper Self-Attention Network for Sequential Recommendation. 4320-4326
26. ATTAIN: Attention-based Time-Aware LSTM Networks for Disease Progression Modeling. 4369-4375
27. Open-Ended Long-Form Video Question Answering via Hierarchical Convolutional Self-Attention Networks. 4383-4389
28. AddGraph: Anomaly Detection in Dynamic Graph Using Attention-based Temporal GCN. 4419-4425
29. Predicting the Visual Focus of Attention in Multi-Person Discussion Videos. 4504-4510
30. VulSniper: Focus Your Attention to Shoot Fine-Grained Vulnerabilities. 4665-4671
31. Locate-Then-Detect: Real-time Web Attack Detection via Attention-based Deep Neural Networks. 4725-4731
32. Multi-Domain Sentiment Classification Based on Domain-Aware Embedding and Attention. 4904-4910
33. Dual Visual Attention Network for Visual Dialog. 4989-4995
34. Sharing Attention Weights for Fast Transformer. 5292-5298
35. Earlier Attention? Aspect-Aware LSTM for Aspect-Based Sentiment Analysis. 5313-5319
36. Knowledge-enhanced Hierarchical Attention for Community Question Answering with Multi-task and Adaptive Learning. 5349-5355
37. Beyond Word Attention: Using Segment Attention in Neural Relation Extraction. 5401-5407
38. Risk Assessment for Networked-guarantee Loans Using High-order Graph Attention Representation. 5822-5828
39. MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals. 5888-5894
40. MNN: Multimodal Attentional Neural Networks for Diagnosis Prediction. 5937-5943