DMN

Memory_Networks

• 2019-05-19 Sun. Topic-Enhanced Memory Networks for Personalised Point-of-Interest Recommendation arXiv_CV arXiv_CV  Attention  Relation  Memory_Networks  Recommendation
• 2019-05-08 Wed. Universal Sound Separation arXiv_SD arXiv_SD  CNN  Deep_Learning  Memory_Networks
• 2019-04-18 Thu. Language Modeling through Long Term Memory Network arXiv_CL arXiv_CL  RNN  Language_Model  Relation  Memory_Networks
• 2019-04-10 Wed. Identification of Predictive Sub-Phenotypes of Acute Kidney Injury using Structured and Unstructured Electronic Health Record Data with Memory Networks arXiv_CV arXiv_CV  Deep_Learning  Prediction  Memory_Networks
• 2019-04-09 Tue. Abstractive Summarization of Reddit Posts with Multi-level Memory Networks arXiv_CV arXiv_CV  Summarization  Quantitative  Memory_Networks
• 2019-04-08 Mon. VayuAnukulani: Adaptive Memory Networks for Air Pollution Forecasting arXiv_CV arXiv_CV  Attention  RNN  Classification  Memory_Networks
• 2019-04-01 Mon. Video Object Segmentation using Space-Time Memory Networks arXiv_CV arXiv_CV  Segmentation  Prediction  Memory_Networks
• 2019-03-07 Thu. k-Nearest Neighbors by Means of Sequence to Sequence Deep Neural Networks and Memory Networks arXiv_CV arXiv_CV  Classification  Memory_Networks
• 2019-03-07 Thu. GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination arXiv_CV arXiv_CV  Knowledge_Graph  Knowledge  CNN  Deep_Learning  Memory_Networks  Recommendation
• 2019-03-06 Wed. Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases arXiv_CL arXiv_CL  Knowledge  QA  Attention  Embedding  Relation  Memory_Networks
• 2019-02-12 Tue. Machine Reading Comprehension for Answer Re-Ranking in Customer Support Chatbots arXiv_CL arXiv_CL  QA  Language_Model  Memory_Networks
• 2019-01-26 Sat. Intrinsically Sparse Long Short-Term Memory Networks arXiv_CV arXiv_CV  Sentiment  Sparse  Embedding  Optimization  Inference  RNN  Classification  Memory_Networks
• 2019-01-18 Fri. Exploring Semi-supervised Variational Autoencoders for Biomedical Relation Extraction arXiv_CL arXiv_CL  Knowledge  Relation_Extraction  CNN  RNN  Relation  Memory_Networks
• 2019-01-16 Wed. Variable-sized input, character-level recurrent neural networks in lead generation: predicting close rates from raw user inputs arXiv_CL arXiv_CL  RNN  Memory_Networks
• 2018-12-11 Tue. Learning What to Remember: Long-term Episodic Memory Networks for Learning from Streaming Data arXiv_CV arXiv_CV  RNN  Memory_Networks
• 2018-12-10 Mon. Temporal Convolutional Memory Networks for Remaining Useful Life Estimation of Industrial Machinery arXiv_CV arXiv_CV  Salient  CNN  Memory_Networks
• 2018-11-28 Wed. Relational dynamic memory networks arXiv_CV arXiv_CV  Dynamic_Memory_Network  Prediction  Relation  Memory_Networks
• 2018-11-12 Mon. Improved Dynamic Memory Network for Dialogue Act Classification with Adversarial Training arXiv_CV arXiv_CV  Adversarial  Dynamic_Memory_Network  Classification  Prediction  Memory_Networks
• 2018-11-08 Thu. Linear Memory Networks arXiv_CV arXiv_CV  Optimization  RNN  Memory_Networks
• 2018-11-07 Wed. Entity-aware Image Caption Generation arXiv_CV arXiv_CV  Image_Caption  Knowledge_Graph  Knowledge  Caption  CNN  Inference  RNN  Memory_Networks
• 2018-10-19 Fri. Learning Personas from Dialogue with Attentive Memory Networks arXiv_CV arXiv_CV  Knowledge  Attention  Embedding  Classification  Memory_Networks
• 2018-10-03 Wed. Exploiting Contextual Information via Dynamic Memory Network for Event Detection arXiv_CV arXiv_CV  Dynamic_Memory_Network  Detection  Memory_Networks
• 2018-09-16 Sun. Dual Memory Network Model for Biased Product Review Classification arXiv_CV arXiv_CV  Salient  Sentiment  Review  Classification  Prediction  Memory_Networks
• 2018-09-11 Tue. Response Characterization for Auditing Cell Dynamics in Long Short-term Memory Networks arXiv_CV arXiv_CV  RNN  Relation  Memory_Networks
• 2018-09-11 Tue. Topic Memory Networks for Short Text Classification arXiv_CV arXiv_CV  Knowledge  Text_Classification  Inference  Classification  Memory_Networks
• 2018-09-07 Fri. Text-Independent Speaker Verification Using Long Short-Term Memory Networks arXiv_CV arXiv_CV  RNN  Memory_Networks
• 2018-09-04 Tue. t-Exponential Memory Networks for Question-Answering Machines arXiv_CV arXiv_CV  Sparse  Attention  Inference  Deep_Learning  Language_Model  Prediction  Memory_Networks
• 2018-09-02 Sun. Learning Dynamic Memory Networks for Object Tracking arXiv_CV arXiv_CV  Dynamic_Memory_Network  Attention  Tracking  Object_Tracking  RNN  Detection  Memory_Networks
• 2018-08-30 Thu. Deep Chronnectome Learning via Full Bidirectional Long Short-Term Memory Networks for MCI Diagnosis arXiv_CV arXiv_CV  RNN  Classification  Memory_Networks
• 2018-08-06 Mon. Residual Memory Networks: Feed-forward approach to learn long temporal dependencies arXiv_CV arXiv_CV  RNN  Memory_Networks  Recognition
• 2018-07-27 Fri. Video Object Detection with an Aligned Spatial-Temporal Memory arXiv_CV arXiv_CV  Object_Detection  Detection  Memory_Networks
• 2018-07-10 Tue. Data-Driven Forecasting of High-Dimensional Chaotic Systems with Long Short-Term Memory Networks arXiv_CV arXiv_CV  Inference  RNN  Memory_Networks
• 2018-06-21 Thu. Collaborative Memory Network for Recommendation Systems arXiv_CV arXiv_CV  Attention  Deep_Learning  Relation  Memory_Networks  Recommendation
• 2018-06-18 Mon. A Memory Network Approach for Story-based Temporal Summarization of 360° Videos arXiv_CV arXiv_CV  Summarization  Embedding  Memory_Networks
• 2018-06-13 Wed. Learning Visual Knowledge Memory Networks for Visual Question Answering arXiv_CV arXiv_CV  Knowledge  QA  Embedding  Relation  Memory_Networks  VQA
• 2018-06-06 Wed. Automating Network Error Detection using Long-Short Term Memory Networks arXiv_CV arXiv_CV  RNN  Detection  Memory_Networks
• 2018-05-30 Wed. Long short-term memory networks in memristor crossbars arXiv_CV arXiv_CV  Inference  RNN  Classification  Memory_Networks
• 2018-05-29 Tue. Long Short-Term Memory Networks for CSI300 Volatility Prediction with Baidu Search Volume arXiv_CV arXiv_CV  RNN  Prediction  Memory_Networks
• 2018-05-23 Wed. Working Memory Networks: Augmenting Memory Networks with a Relational Reasoning Module arXiv_CV arXiv_CV  QA  Attention  Relation  Memory_Networks
• 2018-05-20 Sun. Tree Memory Networks for Modelling Long-term Temporal Dependencies arXiv_CV arXiv_CV  RNN  Prediction  Relation  Memory_Networks  VQA
• 2018-05-16 Wed. Document Context Neural Machine Translation with Memory Networks arXiv_CV arXiv_CV  Prediction  Memory_Networks
• 2018-05-01 Tue. A Taxonomy for Neural Memory Networks arXiv_CV arXiv_CV  GAN  RNN  Memory_Networks
• 2018-04-23 Mon. Knowledge-based end-to-end memory networks arXiv_CV arXiv_CV  Knowledge  Memory_Networks
• 2018-04-20 Fri. Automatic Stance Detection Using End-to-End Memory Networks arXiv_CV arXiv_CV  CNN  RNN  Prediction  Detection  Memory_Networks
• 2018-03-29 Thu. Motion-Appearance Co-Memory Networks for Video Question Answering arXiv_CV arXiv_CV  Salient  QA  Dynamic_Memory_Network  Attention  Memory_Networks
• 2018-03-10 Sat. Memorization Precedes Generation: Learning Unsupervised GANs with Memory Networks arXiv_CV arXiv_CV  Adversarial  GAN  Optimization  Memory_Networks
• 2018-03-08 Thu. ParlAI: A Dialog Research Software Platform arXiv_CV arXiv_CV  QA  Reinforcement_Learning  RNN  Memory_Networks  VQA
• 2018-03-08 Thu. How Images Inspire Poems: Generating Classical Chinese Poetry from Images with Memory Networks arXiv_CV arXiv_CV  Knowledge  Attention  Quantitative  Memory_Networks
• 2018-02-26 Mon. Deep Feed-forward Sequential Memory Networks for Speech Synthesis arXiv_CV arXiv_CV  Speech_Recognition  Inference  RNN  Memory_Networks  Recognition
• 2018-02-14 Wed. Memory Augmented Control Networks arXiv_CV arXiv_CV  CNN  Memory_Networks
• 2018-02-01 Thu. Adaptive Memory Networks arXiv_CV arXiv_CV  QA  Inference  Memory_Networks
• 2018-01-30 Tue. Cardiac Arrhythmia Detection from ECG Combining Convolutional and Long Short-Term Memory Networks arXiv_CV arXiv_CV  CNN  RNN  Classification  Prediction  Detection  Memory_Networks
• 2018-01-27 Sat. Graph Memory Networks for Molecular Activity Prediction arXiv_CV arXiv_CV  Prediction  Memory_Networks
• 2018-01-14 Sun. Top k Memory Candidates in Memory Networks for Common Sense Reasoning arXiv_CV arXiv_CV  Knowledge  Inference  Memory_Networks
• 2018-01-04 Thu. Dual Long Short-Term Memory Networks for Sub-Character Representation Learning arXiv_CV arXiv_CV  Knowledge  Segmentation  Embedding  Represenation_Learning  RNN  Memory_Networks
• 2017-12-19 Tue. Attentive Memory Networks: Efficient Machine Reading for Conversational Search arXiv_CV arXiv_CV  Knowledge  Memory_Networks
• 2017-12-15 Fri. Personalization in Goal-Oriented Dialog arXiv_CL arXiv_CL  Memory_Networks
• 2017-12-03 Sun. Incorporating External Knowledge to Answer Open-Domain Visual Questions with Dynamic Memory Networks arXiv_CV arXiv_CV  Knowledge_Graph  Knowledge  QA  Dynamic_Memory_Network  Attention  Relation  Memory_Networks  VQA
• 2017-12-02 Sat. Labeled Memory Networks for Online Model Adaptation arXiv_CV arXiv_CV  GAN  RNN  Classification  Memory_Networks
• 2017-11-29 Wed. Speaker-Sensitive Dual Memory Networks for Multi-Turn Slot Tagging arXiv_CV arXiv_CV  Face  Memory_Networks
• 2017-11-24 Fri. Long Short-Term Memory networks with jet constituents for boosted top tagging at the LHC arXiv_CV arXiv_CV  RNN  Deep_Learning  Memory_Networks
• 2017-11-10 Fri. Quantized Memory-Augmented Neural Networks arXiv_CV arXiv_CV  CNN  Inference  RNN  Memory_Networks
• 2017-10-16 Mon. Mapping higher-order network flows in memory and multilayer networks with Infomap arXiv_CV arXiv_CV  Sparse  Detection  Memory_Networks
• 2017-09-29 Fri. De-identification of medical records using conditional random fields and long short-term memory networks arXiv_CV arXiv_CV  RNN  Detection  Memory_Networks
• 2017-09-22 Fri. Challenging Neural Dialogue Models with Natural Data: Memory Networks Fail on Incremental Phenomena arXiv_CV arXiv_CV  Face  Memory_Networks
• 2017-09-19 Tue. Convolutional Long Short-Term Memory Networks for Recognizing First Person Interactions arXiv_CV arXiv_CV  Action_Recognition  CNN  Classification  Deep_Learning  Memory_Networks  Recognition
• 2017-08-09 Wed. Tikhonov Regularization for Long Short-Term Memory Networks arXiv_CV arXiv_CV  Regularization  RNN  Memory_Networks
• 2017-07-28 Fri. MEMEN: Multi-layer Embedding with Memory Networks for Machine Comprehension arXiv_CV arXiv_CV  QA  Attention  Embedding  Memory_Networks
• 2017-07-06 Thu. Long-Term Memory Networks for Question Answering arXiv_CV arXiv_CV  Face  Inference  RNN  Memory_Networks
• 2017-07-04 Tue. DeepStory: Video Story QA by Deep Embedded Memory Networks arXiv_CV arXiv_CV  QA  Attention  Embedding  RNN  Memory_Networks
• 2017-06-19 Mon. User Intent Classification using Memory Networks: A Comparative Analysis for a Limited Data Scenario arXiv_CV arXiv_CV  Classification  Memory_Networks  Recommendation
• 2017-06-05 Mon. Multi-task memory networks for category-specific aspect and opinion terms co-extraction arXiv_CV arXiv_CV  Sentiment  Attention  Relation  Memory_Networks
• 2017-05-05 Fri. Max-Pooling Loss Training of Long Short-Term Memory Networks for Small-Footprint Keyword Spotting arXiv_CV arXiv_CV  RNN  Memory_Networks
• 2017-04-27 Thu. Question Answering on Knowledge Bases and Text using Universal Schema and Memory Networks arXiv_CV arXiv_CV  Knowledge  Memory_Networks
• 2017-04-25 Tue. Attend to You: Personalized Image Captioning with Context Sequence Memory Networks arXiv_CV arXiv_CV  Image_Caption  Knowledge  Caption  Prediction  Quantitative  Memory_Networks
• 2017-03-23 Thu. Recurrent Memory Addressing for describing videos arXiv_CV arXiv_CV  Video_Caption  Attention  Caption  Embedding  Memory_Networks
• 2017-03-11 Sat. Ask Me Even More: Dynamic Memory Tensor Networks arXiv_CV arXiv_CV  QA  Dynamic_Memory_Network  Attention  Weakly_Supervised  Face  Memory_Networks
• 2017-03-07 Tue. End-to-End Prediction of Buffer Overruns from Raw Source Code via Neural Memory Networks arXiv_CV arXiv_CV  Prediction  Quantitative  Memory_Networks
• 2017-02-24 Fri. Automatic Rule Extraction from Long Short Term Memory Networks arXiv_CV arXiv_CV  Sentiment  Tracking  RNN  Deep_Learning  Quantitative  Memory_Networks
• 2017-02-17 Fri. Dynamic Key-Value Memory Networks for Knowledge Tracing arXiv_CV arXiv_CV  Knowledge  Relation  Memory_Networks
• 2017-01-16 Mon. Deep Memory Networks for Attitude Identification arXiv_CV arXiv_CV  Sentiment  Classification  Deep_Learning  Detection  Memory_Networks
• 2017-01-03 Tue. Condensed Memory Networks for Clinical Diagnostic Inferencing arXiv_CV arXiv_CV  Knowledge  Memory_Networks
• 2016-12-15 Thu. Anomaly Detection in Video Using Predictive Convolutional Long Short-Term Memory Networks arXiv_CV arXiv_CV  CNN  RNN  Prediction  Quantitative  Detection  Memory_Networks
• 2016-11-18 Fri. Visualizing and Understanding Curriculum Learning for Long Short-Term Memory Networks arXiv_CV arXiv_CV  Sentiment  RNN  Prediction  Memory_Networks
• 2016-11-17 Thu. Gated End-to-End Memory Networks arXiv_CV arXiv_CV  Knowledge  Tracking  Memory_Networks
• 2016-11-02 Wed. Predicting Domain Generation Algorithms with Long Short-Term Memory Networks arXiv_CV arXiv_CV  GAN  RNN  Classification  Detection  Memory_Networks
• 2016-10-10 Mon. Key-Value Memory Networks for Directly Reading Documents arXiv_CV arXiv_CV  Sparse  Knowledge  QA  Memory_Networks
• 2016-09-28 Wed. Hierarchical Memory Networks for Answer Selection on Unknown Words arXiv_CV arXiv_CV  Attention  Prediction  Memory_Networks
• 2016-09-27 Tue. Modelling Radiological Language with Bidirectional Long Short-Term Memory Networks arXiv_CV arXiv_CV  Embedding  RNN  Detection  Relation  Memory_Networks  Recognition
• 2016-08-28 Sun. Investigation Into The Effectiveness Of Long Short Term Memory Networks For Stock Price Prediction arXiv_CV arXiv_CV  RNN  Prediction  Memory_Networks
• 2016-07-14 Thu. Convolutional Residual Memory Networks arXiv_CV arXiv_CV  Knowledge  Face  CNN  Memory_Networks  Recognition
• 2016-06-07 Tue. Active Long Term Memory Networks arXiv_CV arXiv_CV  Knowledge  CNN  Inference  Deep_Learning  Memory_Networks  Recognition
• 2016-05-25 Wed. Automatic Open Knowledge Acquisition via Long Short-Term Memory Networks with Feedback Negative Sampling arXiv_CV arXiv_CV  Knowledge  RNN  Deep_Learning  Relation  Memory_Networks
• 2016-05-24 Tue. Hierarchical Memory Networks arXiv_CV arXiv_CV  Attention  GAN  Reinforcement_Learning  Inference  Memory_Networks
• 2016-04-22 Fri. Recurrent Memory Networks for Language Modeling arXiv_CV arXiv_CV  RNN  Language_Model  Memory_Networks
• 2016-04-03 Sun. Top-down Tree Long Short-Term Memory Networks arXiv_CV arXiv_CV  RNN  Relation  Memory_Networks
• 2016-03-19 Sat. Ask, Attend and Answer: Exploring Question-Guided Spatial Attention for Visual Question Answering arXiv_CV arXiv_CV  Image_Caption  QA  Attention  Caption  CNN  Inference  RNN  Memory_Networks  VQA
• 2016-03-05 Sat. Ask Me Anything: Dynamic Memory Networks for Natural Language Processing arXiv_CV arXiv_CV  Sentiment  QA  Dynamic_Memory_Network  Attention  Face  Text_Classification  Classification  Memory_Networks
• 2016-03-04 Fri. Dynamic Memory Networks for Visual and Textual Question Answering arXiv_CV arXiv_CV  Dynamic_Memory_Network  Attention  Memory_Networks  VQA
• 2016-01-16 Sat. Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval arXiv_CV arXiv_CV  Salient  Weakly_Supervised  Embedding  RNN  Detection  Memory_Networks
• 2016-01-05 Tue. Feedforward Sequential Memory Networks: A New Structure to Learn Long-term Dependency arXiv_CV arXiv_CV  Speech_Recognition  RNN  Language_Model  Memory_Networks  Recognition
• 2015-11-24 Tue. End-To-End Memory Networks arXiv_CV arXiv_CV  Attention  RNN  Language_Model  Memory_Networks
• 2015-11-24 Tue. Skip-Thought Memory Networks arXiv_CV arXiv_CV  QA  Weakly_Supervised  Face  Inference  Relation  Memory_Networks
• 2015-10-09 Fri. Feedforward Sequential Memory Neural Networks without Recurrent Feedback arXiv_CV arXiv_CV  RNN  Language_Model  Memory_Networks
• 2015-08-15 Sat. Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Path arXiv_CV arXiv_CV  RNN  Classification  Relation  Memory_Networks
• 2015-06-05 Fri. Large-scale Simple Question Answering with Memory Networks arXiv_CV arXiv_CV  Transfer_Learning  Memory_Networks
• 2015-05-30 Sat. Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks arXiv_CV arXiv_CV  Sentiment  Sentiment_Classification  RNN  Classification  Memory_Networks
• 2015-01-04 Sun. Protein Secondary Structure Prediction with Long Short Term Memory Networks arXiv_CV arXiv_CV  RNN  Prediction  Memory_Networks
• 2011-08-03 Wed. Flexible Memory Networks arXiv_CV arXiv_CV  Sparse  Memory_Networks