Memory_Networks

Memory_Networks

• 2022-01-03 Adaptive Memory Networks with Self-supervised Learning for Unsupervised Anomaly Detection    Yuxin Zhang, Jindong Wang, Yiqiang Chen, Han Yu, Tao Qin arXiv_AI arXiv_AI  Reconstruction  Unsupervised  Memory_Networks  Self-Supervised  Pose  Detection  CNN  PDF
• 2021-12-28 A Moment in the Sun: Solar Nowcasting from Multispectral Satellite Data using Self-Supervised Learning    Akansha Singh Bansal, Trapit Bansal, David Irwin arXiv_AI arXiv_AI  RNN  Memory_Networks  Self-Supervised  Action  CNN  PDF
• 2021-12-18 Adversarial Memory Networks for Action Prediction    Zhiqiang Tao, Yue Bai, Handong Zhao, Sheng Li, Yu Kong, Yun Fu arXiv_CV arXiv_CV  Reconstruction  Memory_Networks  Adversarial  Pose  Action  Attention  Optical_Flow  Prediction  PDF
• 2021-12-04 Overcome Anterograde Forgetting with Cycled Memory Networks    Jian Peng, Dingqi Ye, Bo Tang, Yinjie Lei, Yu Liu, Haifeng Li arXiv_AI arXiv_AI  Memory_Networks  Knowledge  Pose  PDF
• 2021-11-04 Imagine Networks    Seokjun Kim, Jaeeun Jang, Hyeoncheol Kim arXiv_AI arXiv_AI  Reinforcement_Learning  Memory_Networks  PDF
• 2021-11-03 Graph Tree Memory Networks    Seokjun Kim, Jaeeun Jang, Yeonju Jang, Seongyune Choi, Hyeoncheol Kim arXiv_AI arXiv_AI  Memory_Networks  PDF
• 2021-10-26 Biological learning in key-value memory networks    Danil Tyulmankov, Ching Fang, Annapurna Vadaparty, Guangyu Robert Yang arXiv_CV arXiv_CV  Memory_Networks  Pose  PDF
• 2021-10-24 Scalable knowledge base completion with superposition memories    Matthias Lalisse, Eric Rosen, Paul Smolensky arXiv_CL arXiv_CL  Memory_Networks  Knowledge  Knowledge_Graph  Relation  PDF
• 2021-10-22 Wide and Narrow: Video Prediction from Context and Motion    Jaehoon Cho, Jiyoung Lee, Changjae Oh, Wonil Song, Kwanghoon Sohn arXiv_CV arXiv_CV  Memory_Networks  Video_Prediction  Pose  Quantitative  Prediction  PDF
• 2021-10-20 Learning to Remember Patterns: Pattern Matching Memory Networks for Traffic Forecasting    Hyunwook Lee, Seungmin Jin, Hyeshin Chu, Hongkyu Lim, Sungahn Ko arXiv_CV arXiv_CV  Enhancement  Memory_Networks  Pose  Relation  Attention  Matching  PDF
• 2021-10-01 Span Labeling Approach for Vietnamese and Chinese Word Segmentation    Duc-Vu Nguyen, Linh-Bao Vo, Dang Van Thin, Ngan Luu-Thuy Nguyen arXiv_CL arXiv_CL  Segmentation  Bert  Memory_Networks  Pose  Inference  Language_Model  PDF
• 2021-09-23 Non-Parametric Online Learning from Human Feedback for Neural Machine Translation    Dongqi Wang, Haoran Wei, Zhirui Zhang, Shujian Huang, Jun Xie, Weihua Luo, Jiajun Chen arXiv_CL arXiv_CL  Memory_Networks  Pose  NMT  PDF
• 2021-08-20 Video-based Person Re-identification with Spatial and Temporal Memory Networks    Chanho Eom, Geon Lee, Junghyup Lee, Bumsub Ham arXiv_CV arXiv_CV  Person_Re-identification  Memory_Networks  Attention  Re-identification  PDF
• 2021-08-18 Deep Graph Memory Networks for Forgetting-Robust Knowledge Tracing    Ghodai Abdelrahman, Qing Wang arXiv_CV arXiv_CV  Memory_Networks  Knowledge  Pose  Relation  Attention  PDF
• 2021-07-29 Modeling User Empathy Elicited by a Robot Storyteller    Leena Mathur, Micol Spitale, Hao Xi, Jieyun Li, Maja J Matarić arXiv_RO arXiv_RO  Memory_Networks  Action  Deep_Learning  Detection  CNN  PDF
• 2021-07-22 External-Memory Networks for Low-Shot Learning of Targets in Forward-Looking-Sonar Imagery    Isaac J. Sledge, Christopher D. Toole, Joseph A. Maestri, Jose C. Principe arXiv_CV arXiv_CV  Recognition  Zero-Shot  Memory_Networks  Pose  Detection  Few-Shot  CNN  Matching  PDF
• 2021-07-03 Memory and attention in deep learning    Hung Le arXiv_AI arXiv_AI  Memory_Networks  Deep_Learning  Attention  PDF
• 2021-06-07 Video Imprint    Zhanning Gao, Le Wang, Nebojsa Jojic, Zhenxing Niu, Nanning Zheng, Gang Hua arXiv_CV arXiv_CV  Recognition  Memory_Networks  Pose  Relation  Attention  Language_Model  PDF
• 2021-05-29 Predictive Representation Learning for Language Modeling    Qingfeng Lan, Luke Kumar, Martha White, Alona Fyshe arXiv_CL arXiv_CL  Reinforcement_Learning  Represenation_Learning  RNN  Memory_Networks  Pose  Language_Model  Prediction  PDF
• 2021-05-28 A Survey on Anomaly Detection for Technical Systems using LSTM Networks    Benjamin Lindemann, Benjamin Maschler, Nada Sahlab, Michael Weyrich arXiv_AI arXiv_AI  Transfer_Learning  RNN  Memory_Networks  Survey  Detection  PDF
• 2021-05-16 COVID-19 Detection in Computed Tomography Images with 2D and 3D Approaches    Sara Atito Ali Ahmed, Mehmet Can Yavuz, Mehmet Umut Sen, Fatih Gulsen, Onur Tutar, Bora Korkmazer, Cesur Samanci, Sabri Sirolu, Rauf Hamid, Ali Ergun Eryurekli, Toghrul Mammadov, Berrin Yanikoglu arXiv_CV arXiv_CV  3D  Memory_Networks  Pose  Deep_Learning  Detection  PDF
• 2021-05-15 A brain basis of dynamical intelligence for AI and computational neuroscience    Joseph D. Monaco, Kanaka Rajan, Grace M. Hwang arXiv_AI arXiv_AI  Memory_Networks  Action  PDF
• 2021-04-27 Generating Lead Sheets with Affect: A Novel Conditional seq2seq Framework    Dimos Makris, Kat R. Agres, Dorien Herremans arXiv_SD arXiv_SD  Transformer  Memory_Networks  Pose  Emotion  NMT  PDF
• 2021-04-23 MULTICAST: MULTI Confirmation-level Alarm SysTem based on CNN and LSTM to mitigate false alarms for handgun detection in video-surveillance    Roberto Olmos, Siham Tabik, Francisco Perez-Hernandez, Alberto Lamas, Francisco Herrera arXiv_CV arXiv_CV  Surveillance  RNN  Memory_Networks  Detection  Object_Detection  CNN  PDF
• 2021-04-22 Aerial Scene Understanding in The Wild: Multi-Scene Recognition via Prototype-based Memory Networks    Yuansheng Hua, Lichao Moua, Jianzhe Lin, Konrad Heidler, Xiao Xiang Zhu arXiv_CV arXiv_CV  Recognition  Memory_Networks  Pose  Attention  Prediction  PDF
• 2021-04-20 Forecasting The JSE Top 40 Using Long Short-Term Memory Networks    Adam Balusik, Jared de Magalhaes, Rendani Mbuvha arXiv_CV arXiv_CV  Memory_Networks  PDF
• 2021-04-03 'Forget' the Forget Gate: Estimating Anomalies in Videos using Self-contained Long Short-Term Memory Networks    Habtamu Fanta, Zhiwen Shao, Lizhuang Ma arXiv_CV arXiv_CV  RNN  Memory_Networks  Pose  Detection  Optical_Flow  PDF
• 2021-04-01 STMTrack: Template-free Visual Tracking with Space-time Memory Networks    Zhihong Fu, Qingjie Liu, Zehua Fu, Yunhong Wang arXiv_CV arXiv_CV  Tracking  Optimization  Memory_Networks  Pose  PDF
• 2021-03-28 Distributed Associative Memory Network with Memory Refreshing Loss    Taewon Park, Inchul Choi, Minho Lee arXiv_CV arXiv_CV  Memory_Networks  Pose  Relation  PDF
• 2021-03-23 Complex Factoid Question Answering with a Free-Text Knowledge Graph    Chen Zhao, Chenyan Xiong, Xin Qian, Jordan Boyd-Graber arXiv_CL arXiv_CL  Bert  Memory_Networks  Knowledge  Knowledge_Graph  Relation  PDF
• 2021-03-01 Extreme Volatility Prediction in Stock Market: When GameStop meets Long Short-Term Memory Networks    Yigit Alparslan, Edward Kim arXiv_CV arXiv_CV  RNN  Memory_Networks  Prediction  PDF
• 2021-01-24 Knowledge Grounded Conversational Symptom Detection with Graph Memory Networks    Hongyin Luo, Shang-Wen Li, James Glass arXiv_AI arXiv_AI  Memory_Networks  Knowledge  Knowledge_Graph  Pose  Detection  PDF
• 2021-01-14 TypeNet: Deep Learning Keystroke Biometrics    Alejandro Acien, Aythami Morales, John V. Monaco, Ruben Vera-Rodriguez, Julian Fierrez arXiv_CV arXiv_CV  RNN  Memory_Networks  Knowledge  Deep_Learning  PDF
• 2020-12-30 Damaged Fingerprint Recognition by Convolutional Long Short-Term Memory Networks for Forensic Purposes    Jaouhar Fattahi, Mohamed Mejri arXiv_CV arXiv_CV  Recognition  Memory_Networks  Pose  Deep_Learning  CNN  PDF
• 2020-12-13 Radial Deformation Emplacement in Power Transformers Using Long Short-Term Memory Networks    Arash Moradzadeh, Kazem Pourhossein, Behnam Mohammadi-Ivatloo, Tohid Khalili, Ali Bidram arXiv_CV arXiv_CV  Transformer  RNN  Memory_Networks  Pose  Action  Deep_Learning  PDF
• 2020-12-12 Fine-grained Classification via Categorical Memory Networks    Weijian Deng, Joshua Marsh, Stephen Gould, Liang Zheng arXiv_CV arXiv_CV  Memory_Networks  Classification  Attention  CNN  PDF
• 2020-12-12 Learning Representations from Temporally Smooth Data    Shima Rahimi Moghaddam, Fanjun Bu, Christopher J. Honey arXiv_AI arXiv_AI  Memory_Networks  PDF
• 2020-12-09 Have convolutions already made recurrence obsolete for unconstrained handwritten text recognition ?    Denis Coquenet, Yann Soullard, Clément Chatelain, Thierry Paquet arXiv_CV arXiv_CV  Handwriting  Recognition  RNN  Memory_Networks  Pose  CNN  PDF
• 2020-11-20 Long Short Term Memory Networks for Bandwidth Forecasting in Mobile Broadband Networks under Mobility    Konstantinos Kousias, Apostolos Pappas, Ozgu Alay, Antonios Argyriou, Michael Riegler arXiv_CV arXiv_CV  Optimization  RNN  Memory_Networks  PDF
• 2020-11-10 Fast & Slow Learning: Incorporating Synthetic Gradients in Neural Memory Controllers    Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes arXiv_CV arXiv_CV  Memory_Networks  Knowledge  Pose  Quantitative  Classification  Attention  PDF
• 2020-11-09 TTVOS: Lightweight Video Object Segmentation with Adaptive Template Attention Module and Temporal Consistency Loss    Hyojin Park, Ganesh Venkatesh, Nojun Kwak arXiv_CV arXiv_CV  Segmentation  Tracking  Memory_Networks  Pose  Attention  Optical_Flow  Inference  Matching  PDF
• 2020-11-02 Time Series Forecasting with Stacked Long Short-Term Memory Networks    Frank Xiao arXiv_CV arXiv_CV  RNN  Memory_Networks  Prediction  PDF
• 2020-10-30 A Sui Generis QA Approach using RoBERTa for Adverse Drug Event Identification    Harshit Jain, Nishant Raj, Suyash Mishra arXiv_AI arXiv_AI  Bert  RNN  Memory_Networks  Action  Relation  Relation_Extraction  Attention  Medical  QA  PDF
• 2020-10-29 Improving Named Entity Recognition with Attentive Ensemble of Syntactic Information    Yuyang Nie, Yuanhe Tian, Yan Song, Xiang Ao, Xiang Wan arXiv_CL arXiv_CL  Recognition  Memory_Networks  Knowledge  Pose  Attention  PDF
• 2020-10-22 VLSTM: Very Long Short-Term Memory Networks for High-Frequency Trading    Prakhar Ganesh, Puneet Rakheja arXiv_CV arXiv_CV  RNN  Memory_Networks  Pose  PDF
• 2020-10-22 Predicting Human Decision Making in Psychological Tasks with Recurrent Neural Networks    Baihan Lin, Djallel Bouneffouf, Guillermo Cecchi arXiv_AI arXiv_AI  RNN  Memory_Networks  Pose  Action  Prediction  PDF
• 2020-10-15 Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network    Martin Gauch, Frederik Kratzert, Daniel Klotz, Grey Nearing, Jimmy Lin, Sepp Hochreiter arXiv_CV arXiv_CV  RNN  Memory_Networks  Pose  Prediction  PDF
• 2020-10-13 A Generalized Zero-Shot Framework for Emotion Recognition from Body Gestures    Jinting Wu, Yujia Zhang, Xiaoguang Zhao arXiv_CV arXiv_CV  Recognition  Zero-Shot  Gesture  RNN  Memory_Networks  Regularization  Speech  Emotion  Action  Classification  Detection  Object_Detection  Attention  Prediction  PDF
• 2020-10-12 Dynamic Memory Enhanced Transformer for End-to-end Task-Oriented Dialogue System    Yanjie Gou, Yinjie Lei, Lingqiao Liu arXiv_CL arXiv_CL  Transformer  Dynamic_Memory_Network  Memory_Networks  Knowledge  Pose  PDF
• 2020-10-07 Combining Deep Learning and String Kernels for the Localization of Swiss German Tweets    Mihaela Gaman, Radu Tudor Ionescu arXiv_CL arXiv_CL  Embedding  Bert  Memory_Networks  Pose  Deep_Learning  CNN  Prediction  PDF
• 2020-09-08 Probabilistic Predictions of People Perusing: Evaluating Metrics of Language Model Performance for Psycholinguistic Modeling    Yiding Hao, Simon Mendelsohn, Rachel Sterneck, Randi Martinez, Robert Frank arXiv_CL arXiv_CL  Transformer  Memory_Networks  Pose  Face  Relation  Language_Model  Prediction  PDF
• 2020-09-01 To augment or not to augment? Data augmentation in user identification based on motion sensors    Cezara Benegui, Radu Tudor Ionescu arXiv_CV arXiv_CV  Recognition  Memory_Networks  Pose  Face  Deep_Learning  Few-Shot  Face_Recognition  CNN  PDF
• 2020-08-06 Respiratory Sound Classification Using Long-Short Term Memory    Chelsea Villanueva, Joshua Vincent, Alexander Slowinski, Mohammad-Parsa Hosseini arXiv_SD arXiv_SD  Recognition  Memory_Networks  Classification  Deep_Learning  Detection  PDF
• 2020-07-26 Deep Knowledge Tracing with Convolutions    Shanghui Yang, Mengxia Zhu, Jingyang Hou, Xuesong Lu arXiv_AI arXiv_AI  3D  Memory_Networks  Knowledge  Pose  Deep_Learning  Attention  CNN  Inference  PDF
• 2020-07-24 Memory networks for consumer protection:unfairness exposed    Federico Ruggeri, Francesca Lagioia, Marco Lippi, Paolo Torroni arXiv_AI arXiv_AI  Memory_Networks  Knowledge  Pose  Classification  PDF
• 2020-07-23 Deep Learning based, end-to-end metaphor detection in Greek language with Recurrent and Convolutional Neural Networks    Konstantinos Perifanos, Eirini Florou, Dionysis Goutsos arXiv_CL arXiv_CL  Represenation_Learning  RNN  Memory_Networks  Knowledge  Deep_Learning  Detection  CNN  PDF
• 2020-07-21 Very Fast Keyword Spotting System with Real Time Factor below 0.01    Jan Nouza, Petr Cerva, Jindrich Zdansky arXiv_SD arXiv_SD  Optimization  Memory_Networks  Speech  Pose  Detection  PDF
• 2020-07-16 Kernelized Memory Network for Video Object Segmentation    Hongje Seong, Junhyuk Hyun, Euntai Kim arXiv_CV arXiv_CV  Segmentation  Memory_Networks  Pose  Action  Attention  PDF
• 2020-07-15 CloudCast: A Satellite-Based Dataset and Baseline for Forecasting Clouds    A. H. Nielsen, A. Iosifidis, H. Karstoft arXiv_CV arXiv_CV  Memory_Networks  Knowledge  Adversarial  Video_Prediction  GAN  CNN  Optical_Flow  Prediction  PDF
• 2020-07-14 Video Object Segmentation with Episodic Graph Memory Networks    Xinkai Lu, Wenguan Wang, Martin Danelljan, Tianfei Zhou, Jianbing Shen, Luc Van Gool arXiv_CV arXiv_CV  Segmentation  Gradient_Descent  Zero-Shot  Memory_Networks  Knowledge  Pose  Relation  GAN  Prediction  PDF
• 2020-07-07 DAM: Deliberation, Abandon and Memory Networks for Generating Detailed and Non-repetitive Responses in Visual Dialogue    Xiaoze Jiang, Jing Yu, Yajing Sun, Zengchang Qin, Zihao Zhu, Yue Hu, Qi Wu arXiv_CV arXiv_CV  Memory_Networks  Pose  Attention  PDF
• 2020-06-10 Long short-term memory networks for proton dose calculation in highly heterogeneous tissues    Ahmad Neishabouri, Niklas Wahl, Ulrich Köthe, Mark Bangert arXiv_CV arXiv_CV  3D  Optimization  RNN  Memory_Networks  Pose  Action  GAN  PDF
• 2020-05-22 Wind Speed Prediction and Visualization Using Long Short-Term Memory Networks    Md Amimul Ehsan, Amir Shahirinia, Nian Zhang, Timothy Oladunni arXiv_CV arXiv_CV  RNN  Memory_Networks  Pose  Deep_Learning  Prediction  PDF
• 2020-05-19 Sketch-BERT: Learning Sketch Bidirectional Encoder Representation from Transformers by Self-supervised Learning of Sketch Gestalt    Hangyu Lin, Yanwei Fu, Yu-Gang Jiang, Xiangyang Xue arXiv_CV arXiv_CV  Transformer  Embedding  Recognition  Bert  Sketch  RNN  Memory_Networks  Self-Supervised  Pose  PDF
• 2020-05-08 Sentiment Analysis Using Simplified Long Short-term Memory Recurrent Neural Networks    Karthik Gopalakrishnan, Fathi M.Salem arXiv_CV arXiv_CV  RNN  Memory_Networks  Pose  Sentiment  PDF
• 2020-05-05 Long short-term memory networks and laglasso for bond yield forecasting: Peeping inside the black box    Manuel Nunes, Enrico Gerding, Frank McGroarty, Mahesan Niranjan arXiv_CV arXiv_CV  RNN  Memory_Networks  PDF
• 2020-04-11 Multi-task Learning via Adaptation to Similar Tasks for Mortality Prediction of Diverse Rare Diseases    Luchen Liu, Zequn Liu, Haoxian Wu, Zichang Wang, Jianhao Shen, Yiping Song, Ming Zhang arXiv_AI arXiv_AI  RNN  Memory_Networks  Pose  Deep_Learning  Prediction  PDF
• 2020-03-06 Triple Memory Networks: a Brain-Inspired Method for Continual Learning    Liyuan Wang, Bo Lei, Qian Li, Hang Su, Jun Zhu, Yi Zhong arXiv_CV arXiv_CV  Memory_Networks  Knowledge  Adversarial  Pose  GAN  PDF
• 2020-02-18 Text Classification with Lexicon from PreAttention Mechanism    QINGBIAO LI (Beijing University of Posts and Telecommunications), CHUNHUA WU (Beijing University of Posts and Telecommunications), KANGFENG ZHENG (Beijing University of Posts and Telecommunications) arXiv_AI arXiv_AI  Text_Classification  Memory_Networks  Knowledge  Review  Pose  Action  Classification  Attention  CNN  PDF
• 2020-02-07 High Temporal Resolution Rainfall Runoff Modelling Using Long-Short-Term-Memory Networks    Wei Li (1), Amin Kiaghadi (1), Clint N. Dawson (1) ((1) Oden Institute for Computational Engineering and Sciences, The University of Texas at Austin, Austin, TX) arXiv_CV arXiv_CV  RNN  Memory_Networks  Face  Prediction  PDF
• 2020-01-31 Mixed-precision deep learning based on computational memory    S. R. Nandakumar, Manuel Le Gallo, Christophe Piveteau, Vinay Joshi, Giovanni Mariani, Irem Boybat, Geethan Karunaratne, Riduan Khaddam-Aljameh, Urs Egger, Anastasios Petropoulos, Theodore Antonakopoulos, Bipin Rajendran, Abu Sebastian, Evangelos Eleftheriou arXiv_CV arXiv_CV  Recognition  Memory_Networks  Adversarial  Speech  Pose  Deep_Learning  GAN  Speech_Recognition  CNN  PDF
• 2020-01-10 Detrending Exoplanetary Transit Light Curves with Long Short-Term Memory Networks    Mario Morvan, Nikolaos Nikolaou, Angelos Tsiaras, Ingo P. Waldmann arXiv_CV arXiv_CV  RNN  Memory_Networks  Pose  PDF
• 2020-01-07 Leveraging Prior Knowledge for Protein-Protein Interaction Extraction with Memory Network    Huiwei Zhou, Zhuang Liu, Shixian Ning, Yunlong Yang, Chengkun Lang, Yingyu Lin, Kun Ma arXiv_CV arXiv_CV  Embedding  OCR  Memory_Networks  Knowledge  Pose  Action  Relation  Medical  PDF
• 2020-01-02 Enhancing streamflow forecast and extracting insights using long-short term memory networks with data integration at continental scales    Dapeng Feng, Kuai Fang, Chaopeng Shen arXiv_CV arXiv_CV  RNN  Memory_Networks  Face  Relation  CNN  PDF
• 2019-12-22 On the Initialization of Long Short-Term Memory Networks    Mostafa Mehdipour Ghazi, Mads Nielsen, Akshay Pai, Marc Modat, M. Jorge Cardoso, Sebastien Ourselin, Lauge Sorensen arXiv_CV arXiv_CV  RNN  Memory_Networks  Pose  PDF
• 2019-12-10 Neural Memory Networks for Robust Classification of Seizure Type    David Ahmedt-Aristizabal, Tharindu Fernando, Simon Denman, Lars Petersson, Matthew J. Aburn, Clinton Fookes arXiv_CV arXiv_CV  RNN  Memory_Networks  Classification  Deep_Learning  Detection  Medical  CNN  Prediction  PDF
• 2019-11-19 Aging Memories Generate More Fluent Dialogue Responses with Memory Networks    Omar U. Florez, Erik Mueller arXiv_AI arXiv_AI  Recognition  Memory_Networks  Knowledge  PDF
• 2019-11-18 Learning Permutation Invariant Representations using Memory Networks    Shivam Kalra, Mohammed Adnan, Graham Taylor, Hamid Tizhoosh arXiv_CV arXiv_CV  Point_Cloud  3D  Memory_Networks  Pose  Classification  Detection  Object_Detection  Attention  Image_Classification  PDF
• 2019-11-17 Exploiting Human Social Cognition for the Detection of Fake and Fraudulent Faces via Memory Networks    Tharindu Fernando, Clinton Fookes, Simon Denman, Sridha Sridharan arXiv_CV arXiv_CV  Face_Detection  Embedding  Memory_Networks  Knowledge  Pose  Face  Detection  CNN  PDF
• 2019-11-15 Explicit-Blurred Memory Network for Analyzing Patient Electronic Health Records    Prithwish Chakraborty, Fei Wang, Jianying Hu, Daby Sow arXiv_AI arXiv_AI  RNN  Memory_Networks  Salient  Pose  Action  PDF
• 2019-11-10 TENER: Adapting Transformer Encoder for Name Entity Recognition    Hang Yan, Bocao Deng, Xiaonan Li, Xipeng Qiu arXiv_CL arXiv_CL  Transformer  Recognition  RNN  Memory_Networks  Pose  Attention  PDF
• 2019-11-10 Non-Autoregressive Transformer Automatic Speech Recognition    Nanxin Chen, Shinji Watanabe, Jesús Villalba, Najim Dehak arXiv_SD arXiv_SD  Transformer  Recognition  Memory_Networks  Speech  Pose  Speech_Recognition  Inference  Prediction  PDF
• 2019-11-01 Multimodal Video-based Apparent Personality Recognition Using Long Short-Term Memory and Convolutional Neural Networks    Süleyman Aslan, Uğur Güdükbay arXiv_CV arXiv_CV  Recognition  Memory_Networks  Pose  Emotion  Face  Attention  CNN  Prediction  PDF
• 2019-10-29 Knowledge Tracing with Sequential Key-Value Memory Networks    Ghodai Abdelrahman, Qing Wang arXiv_AI arXiv_AI  Memory_Networks  Knowledge  Pose  Action  Deep_Learning  Relation  PDF
• 2019-10-25 Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection    Shumin Deng, Ningyu Zhang, Jiaojian Kang, Yichi Zhang, Wei Zhang, Huajun Chen arXiv_CL arXiv_CL  Dynamic_Memory_Network  Memory_Networks  Pose  Action  Detection  Few-Shot  PDF
• 2019-10-16 Why can't memory networks read effectively?    Simon Šuster, Madhumita Sushil, Walter Daelemans arXiv_CL arXiv_CL  Memory_Networks  Pose  Classification  Attention  Medical  PDF
• 2019-10-12 Neural Memory Plasticity for Anomaly Detection    Tharindu Fernando, Simon Denman, David Ahmedt-Aristizabal, Sridha Sridharan, Kristin Laurens, Patrick Johnston, Clinton Fookes arXiv_CV arXiv_CV  Tracking  Sparse  Object_Tracking  Memory_Networks  Knowledge  Pose  Classification  Detection  VQA  Attention  Medical  Language_Model  Prediction  PDF
• 2019-10-09 Model predictive control design for dynamical systems learned by Long Short-Term Memory Networks    Enrico Terzi, Marcello Farina, Riccardo Scattolini arXiv_CV arXiv_CV  Tracking  RNN  Memory_Networks  Pose  PDF
• 2019-10-04 Contrastive Language Adaptation for Cross-Lingual Stance Detection    Mitra Mohtarami, James Glass, Preslav Nakov arXiv_CL arXiv_CL  Memory_Networks  Detection  PDF
• 2019-09-30 Towards Good Practices for Video Object Segmentation    Dongdong Yu, Kai Su, Hengkai Guo, Jian Wang, Kaihui Zhou, Yuanyuan Huang, Minghui Dong, Jie Shao, Changhu Wang arXiv_CV arXiv_CV  Segmentation  Memory_Networks  PDF
• 2019-09-25 Task-Oriented Conversation Generation UsingHeterogeneous Memory Networks    Zehao Lin, Xinjing Huang, Feng Ji, Haiqing Chen, Ying Zhang arXiv_AI arXiv_AI  Memory_Networks  Knowledge  Pose  PDF
• 2019-09-23 Recurrent Neural Network-based Model for Accelerated Trajectory Analysis in AIMD Simulations    Mohammad Javad Eslamibidgoli, Mehrdad Mokhtari, Michael H. Eikerling arXiv_AI arXiv_AI  RNN  Memory_Networks  Action  Relation  PDF
• 2019-09-20 Forecasting Future Action Sequences with Neural Memory Networks    Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes arXiv_CV arXiv_CV  Memory_Networks  Salient  Pose  Action  Relation  Prediction  PDF
• 2019-09-04 Augmented Memory Networks for Streaming-Based Active One-Shot Learning    Andreas Kvistad, Massimiliano Ruocco, Eliezer de Souza da Silva, Erlend Aune arXiv_CV arXiv_CV  Reinforcement_Learning  Memory_Networks  Pose  Classification  Prediction  PDF
• 2019-08-26 Using LSTMs to Model the Java Programming Language    Brendon Boldt arXiv_CL arXiv_CL  RNN  Memory_Networks  Prediction  PDF
• 2019-08-22 Entropy-Enhanced Multimodal Attention Model for Scene-Aware Dialogue Generation    Kuan-Yen Lin, Chao-Chun Hsu, Yun-Nung Chen, Lun-Wei Ku arXiv_CV arXiv_CV  Dynamic_Memory_Network  Memory_Networks  Pose  Attention  Caption  PDF
• 2019-08-08 Image Captioning using Facial Expression and Attention    Omid Mohamad Nezami, Mark Dras, Stephen Wan, Cecile Paris arXiv_CV arXiv_CV  Image_Caption  Memory_Networks  Emotion  Face  Action  Sentiment  Attention  Caption  PDF
• 2019-07-30 An Empirical Study of Propagation-based Methods for Video Object Segmentation    Hengkai Guo, Wenji Wang, Guanjun Guo, Huaxia Li, Jiachen Liu, Qian He, Xuefeng Xiao arXiv_CV arXiv_CV  Segmentation  Memory_Networks  PDF
• 2019-07-23 LSTM based Similarity Measurement with Spectral Clustering for Speaker Diarization    Qingjian Lin, Ruiqing Yin, Ming Li, Hervé Bredin, Claude Barras arXiv_SD arXiv_SD  Embedding  RNN  Memory_Networks  Speech  Pose  Action  Detection  PDF
• 2019-07-21 TARN: Temporal Attentive Relation Network for Few-Shot and Zero-Shot Action Recognition    Mina Bishay, Georgios Zoumpourlis, Ioannis Patras arXiv_CV arXiv_CV  Recognition  Zero-Shot  Memory_Networks  Pose  Action_Recognition  Action  Relation  Few-Shot  Attention  PDF
• 2019-07-19 Benchmarking a Catchment-Aware Long Short-Term Memory Network for Large-Scale Hydrological Modeling    Frederik Kratzert, Daniel Klotz, Guy Shalev, Günter Klambauer, Sepp Hochreiter, Grey Nearing arXiv_CV arXiv_CV  Embedding  RNN  Memory_Networks  Pose  Deep_Learning  PDF
• 2019-07-12 Visual Tracking via Dynamic Memory Networks    Tianyu Yang, Antoni B. Chan arXiv_CV arXiv_CV  Tracking  Dynamic_Memory_Network  RNN  Memory_Networks  Pose  Classification  Detection  Attention  Matching  PDF
• 2019-07-02 Neural Image Captioning    Elaina Tan, Lakshay Sharma arXiv_CV arXiv_CV  Image_Caption  Recognition  RNN  Memory_Networks  Speech  Quantitative  Sentiment  Caption  CNN  PDF
• 2019-07-01 Neural Dynamics Discovery via Gaussian Process Recurrent Neural Networks    Qi She, Anqi Wu arXiv_AI arXiv_AI  Embedding  RNN  Memory_Networks  Pose  Inference  PDF
• 2019-06-28 ARMIN: Towards a More Efficient and Light-weight Recurrent Memory Network    Zhangheng Li, Jia-Xing Zhong, Jingjia Huang, Tao Zhang, Thomas Li, Ge Li arXiv_CV arXiv_CV  RNN  Memory_Networks  PDF
• 2019-06-09 Happy Together: Learning and Understanding Appraisal From Natural Language    Arun Rajendran, Chiyu Zhang, Muhammad Abdul-Mageed arXiv_CL arXiv_CL  Embedding  Memory_Networks  Attention  Language_Model  PDF
• 2019-06-09 Coloring With Limited Data: Few-Shot Colorization via Memory-Augmented Networks    Seungjoo Yoo, Hyojin Bahng, Sunghyo Chung, Junsoo Lee, Jaehyuk Chang, Jaegul Choo arXiv_CV arXiv_CV  Unsupervised  Memory_Networks  Pose  Deep_Learning  Few-Shot  PDF
• 2019-06-06 Attention is all you need for Videos: Self-attention based Video Summarization using Universal Transformers    Manjot Bilkhu, Siyang Wang, Tushar Dobhal arXiv_CV arXiv_CV  Transformer  Video_Caption  3D  RNN  Memory_Networks  Action  Attention  Summarization  Caption  Activity  PDF
• 2019-05-19 Topic-Enhanced Memory Networks for Personalised Point-of-Interest Recommendation    Xiao Zhou, Cecilia Mascolo, Zhongxiang Zhao arXiv_CV arXiv_CV  Memory_Networks  Pose  Relation  Attention  Recommendation  PDF
• 2019-05-08 Universal Sound Separation    Ilya Kavalerov, Scott Wisdom, Hakan Erdogan, Brian Patton, Kevin Wilson, Jonathan Le Roux, John R. Hershey arXiv_SD arXiv_SD  Enhancement  Memory_Networks  Speech  Pose  Deep_Learning  CNN  PDF
• 2019-04-18 Language Modeling through Long Term Memory Network    Anupiya Nugaliyadde, Kok Wai Wong, Ferdous Sohel, Hong Xie arXiv_CL arXiv_CL  RNN  Memory_Networks  Relation  Language_Model  PDF
• 2019-04-10 Identification of Predictive Sub-Phenotypes of Acute Kidney Injury using Structured and Unstructured Electronic Health Record Data with Memory Networks    Zhenxing Xu, Jingyuan Chou, Xi Sheryl Zhang, Yuan Luo, Tamara Isakova, Prakash Adekkanattu, Jessica S. Ancker, Guoqian Jiang, Richard C. Kiefer, Jennifer A. Pacheco, Luke V. Rasmussen, Jyotishman Pathak, Fei Wang arXiv_CV arXiv_CV  Memory_Networks  Deep_Learning  Prediction  PDF
• 2019-04-08 VayuAnukulani: Adaptive Memory Networks for Air Pollution Forecasting    Divyam Madaan, Radhika Dua, Prerana Mukherjee, Brejesh Lall arXiv_CV arXiv_CV  RNN  Memory_Networks  Pose  Classification  Attention  PDF
• 2019-04-01 Video Object Segmentation using Space-Time Memory Networks    Seoung Wug Oh, Joon-Young Lee, Ning Xu, Seon Joo Kim arXiv_CV arXiv_CV  Segmentation  Memory_Networks  Pose  Prediction  PDF
• 2019-03-06 Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases    Yu Chen, Lingfei Wu, Mohammed J. Zaki arXiv_CL arXiv_CL  Embedding  Memory_Networks  Knowledge  Pose  Action  Relation  Attention  QA  PDF
• 2019-02-12 Machine Reading Comprehension for Answer Re-Ranking in Customer Support Chatbots    Momchil Hardalov, Ivan Koychev, Preslav Nakov arXiv_CL arXiv_CL  Transformer  Memory_Networks  Language_Model  QA  PDF
• 2019-01-26 Intrinsically Sparse Long Short-Term Memory Networks    Shiwei Liu, Decebal Constantin Mocanu, Mykola Pechenizkiy arXiv_CV arXiv_CV  Embedding  Optimization  Sparse  RNN  Memory_Networks  Pose  Classification  Sentiment  Inference  PDF
• 2019-01-18 Exploring Semi-supervised Variational Autoencoders for Biomedical Relation Extraction    Yijia Zhang, Zhiyong Lu arXiv_CL arXiv_CL  RNN  Memory_Networks  Knowledge  Action  Relation  Relation_Extraction  Medical  CNN  PDF
• 2019-01-16 Variable-sized input, character-level recurrent neural networks in lead generation: predicting close rates from raw user inputs    Giulio Giorcelli arXiv_CL arXiv_CL  RNN  Memory_Networks  Medical  PDF
• 2018-12-27 Future semantic segmentation of time-lapsed videos with large temporal displacement    Talha Siddiqui, Samarth Bharadwaj arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Video_Caption  Sparse  Memory_Networks  Pose  Attention  CNN  Prediction  PDF
• 2018-12-11 Learning What to Remember: Long-term Episodic Memory Networks for Learning from Streaming Data    Hyunwoo Jung, Moonsu Han, Minki Kang, Sungju Hwang arXiv_CV arXiv_CV  RNN  Memory_Networks  PDF
• 2018-11-21 Inline Detection of Domain Generation Algorithms with Context-Sensitive Word Embeddings    Joewie J. Koh, Barton Rhodes arXiv_CL arXiv_CL  Embedding  RNN  Memory_Networks  Knowledge  Pose  Classification  Deep_Learning  Detection  CNN  PDF
• 2018-11-12 Improved Dynamic Memory Network for Dialogue Act Classification with Adversarial Training    Yao Wan, Wenqiang Yan, Jianwei Gao, Zhou Zhao, Jian Wu, Philip S. Yu arXiv_CL arXiv_CL  Dynamic_Memory_Network  Memory_Networks  Adversarial  Pose  Classification  Prediction  PDF
• 2018-11-08 Linear Memory Networks    Davide Bacciu, Antonio Carta, Alessandro Sperduti arXiv_CV arXiv_CV  Optimization  RNN  Memory_Networks  Pose  PDF
• 2018-11-02 On Evaluating the Generalization of LSTM Models in Formal Languages    Mirac Suzgun, Yonatan Belinkov, Stuart M. Shieber arXiv_AI arXiv_AI  RNN  Memory_Networks  PDF
• 2018-11-02 Abstractive Summarization of Reddit Posts with Multi-level Memory Networks    Byeongchang Kim, Hyunwoo Kim, Gunhee Kim arXiv_CL arXiv_CL  Memory_Networks  Pose  Action  Quantitative  Summarization  PDF
• 2018-10-24 Image-based Natural Language Understanding Using 2D Convolutional Neural Networks    Erinc Merdivan, Anastasios Vafeiadis, Dimitrios Kalatzis, Sten Henke, Johannes Kropf, Konstantinos Votis, Dimitrios Giakoumis, Dimitrios Tzovaras, Liming Chen, Raouf Hamzaoui, Matthieu Geist arXiv_CL arXiv_CL  Recognition  Text_Classification  Optical_Character  Memory_Networks  Pose  Classification  CNN  PDF
• 2018-10-19 Learning Personas from Dialogue with Attentive Memory Networks    Eric Chu, Prashanth Vijayaraghavan, Deb Roy arXiv_CL arXiv_CL  Embedding  Memory_Networks  Knowledge  Classification  Attention  PDF
• 2018-10-12 Temporal Convolutional Memory Networks for Remaining Useful Life Estimation of Industrial Machinery    Lahiru Jayasinghe, Tharaka Samarasinghe, Chau Yuen, Shuzhi Sam Ge arXiv_CV arXiv_CV  Memory_Networks  Salient  Pose  CNN  PDF
• 2018-10-03 Exploiting Contextual Information via Dynamic Memory Network for Event Detection    Shaobo Liu, Rui Cheng, Xiaoming Yu, Xueqi Cheng arXiv_CV arXiv_CV  Dynamic_Memory_Network  Memory_Networks  Pose  Detection  PDF
• 2018-09-16 Dual Memory Network Model for Biased Product Review Classification    Yunfei Long, Mingyu Ma, Qin Lu, Rong Xiang, Chu-Ren Huang arXiv_AI arXiv_AI  Memory_Networks  Salient  Review  Pose  Classification  Sentiment  Prediction  PDF
• 2018-09-11 Response Characterization for Auditing Cell Dynamics in Long Short-term Memory Networks    Ramin M. Hasani, Alexander Amini, Mathias Lechner, Felix Naser, Radu Grosu, Daniela Rus arXiv_AI arXiv_AI  RNN  Memory_Networks  Pose  Relation  PDF
• 2018-09-11 Topic Memory Networks for Short Text Classification    Jichuan Zeng, Jing Li, Yan Song, Cuiyun Gao, Michael R. Lyu, Irwin King arXiv_CL arXiv_CL  Text_Classification  Memory_Networks  Knowledge  Pose  Classification  Inference  PDF
• 2018-09-06 GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination    Junyuan Shang, Cao Xiao, Tengfei Ma, Hongyan Li, Jimeng Sun arXiv_AI arXiv_AI  Memory_Networks  Knowledge  Knowledge_Graph  Pose  Action  Deep_Learning  CNN  Recommendation  PDF
• 2018-09-04 t-Exponential Memory Networks for Question-Answering Machines    Kyriakos Tolias, Sotirios Chatzis arXiv_CL arXiv_CL  Sparse  Memory_Networks  Pose  Deep_Learning  Attention  Inference  Language_Model  Prediction  PDF
• 2018-09-02 Learning Dynamic Memory Networks for Object Tracking    Tianyu Yang, Antoni B. Chan arXiv_CV arXiv_CV  Tracking  Dynamic_Memory_Network  Object_Tracking  RNN  Memory_Networks  Pose  Detection  Attention  Matching  PDF
• 2018-08-30 Deep Chronnectome Learning via Full Bidirectional Long Short-Term Memory Networks for MCI Diagnosis    Weizheng Yan, Han Zhang, Jing Sui, Dinggang Shen arXiv_CV arXiv_CV  RNN  Memory_Networks  Pose  Classification  PDF
• 2018-08-28 Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules?    Fréderic Godin, Kris Demuynck, Joni Dambre, Wesley De Neve, Thomas Demeester arXiv_AI arXiv_AI  Segmentation  Memory_Networks  Quantitative  CNN  Prediction  PDF
• 2018-08-10 Relational dynamic memory networks    Trang Pham, Truyen Tran, Svetha Venkatesh arXiv_AI arXiv_AI  Dynamic_Memory_Network  Memory_Networks  Knowledge  Pose  Action  Relation  Activity  PDF
• 2018-08-06 Residual Memory Networks: Feed-forward approach to learn long temporal dependencies    Murali Karthick Baskar, Martin Karafiat, Lukas Burget, Karel Vesely, Frantisek Grezl, Jan Honza Cernocky arXiv_CL arXiv_CL  Recognition  RNN  Memory_Networks  Pose  PDF
• 2018-07-27 Video Object Detection with an Aligned Spatial-Temporal Memory    Fanyi Xiao, Yong Jae Lee arXiv_CV arXiv_CV  Memory_Networks  Pose  Detection  Object_Detection  PDF
• 2018-07-18 Deep neural network based speech separation optimizing an objective estimator of intelligibility for low latency applications    Gaurav Naithani, Joonas Nikunen, Lars Bramsløw, Tuomas Virtanen arXiv_SD arXiv_SD  RNN  Memory_Networks  Speech  Pose  PDF
• 2018-07-16 Longitudinal detection of radiological abnormalities with time-modulated LSTM    Ruggiero Santeramo, Samuel Withey, Giovanni Montana arXiv_CV arXiv_CV  RNN  Memory_Networks  Classification  Detection  Medical  CNN  PDF
• 2018-07-10 Data-Driven Forecasting of High-Dimensional Chaotic Systems with Long Short-Term Memory Networks    Pantelis R. Vlachas, Wonmin Byeon, Zhong Y. Wan, Themistoklis P. Sapsis, Petros Koumoutsakos arXiv_CV arXiv_CV  RNN  Memory_Networks  Pose  Inference  PDF
• 2018-07-01 An Efficient Approach to Encoding Context for Spoken Language Understanding    Raghav Gupta, Abhinav Rastogi, Dilek Hakkani-Tur arXiv_CL arXiv_CL  RNN  Memory_Networks  Pose  PDF
• 2018-06-21 Collaborative Memory Network for Recommendation Systems    Travis Ebesu, Bin Shen, Yi Fang arXiv_CV arXiv_CV  Memory_Networks  Pose  Action  Deep_Learning  Relation  Attention  Recommendation  PDF
• 2018-06-19 Text-Independent Speaker Verification Using Long Short-Term Memory Networks    Aryan Mobiny arXiv_CV arXiv_CV  RNN  Memory_Networks  Speech  Pose  PDF
• 2018-06-18 A Memory Network Approach for Story-based Temporal Summarization of 360° Videos    Sangho Lee, Jinyoung Sung, Youngjae Yu, Gunhee Kim arXiv_CV arXiv_CV  Embedding  Memory_Networks  Pose  Summarization  PDF
• 2018-06-13 Learning Visual Knowledge Memory Networks for Visual Question Answering    Zhou Su, Chen Zhu, Yinpeng Dong, Dongqi Cai, Yurong Chen, Jianguo Li arXiv_CV arXiv_CV  Embedding  Memory_Networks  Knowledge  Pose  Relation  VQA  QA  PDF
• 2018-06-06 Automating Network Error Detection using Long-Short Term Memory Networks    Moin Nadeem, Vibhor Nigam, Dimosthenis Anagnostopoulos, Patrick Carretas arXiv_CV arXiv_CV  RNN  Memory_Networks  Detection  PDF
• 2018-05-30 Long short-term memory networks in memristor crossbars    Can Li, Zhongrui Wang, Mingyi Rao, Daniel Belkin, Wenhao Song, Hao Jiang, Peng Yan, Yunning Li, Peng Lin, Miao Hu, Ning Ge, John Paul Strachan, Mark Barnell, Qing Wu, R. Stanley Williams, J. Joshua Yang, Qiangfei Xia arXiv_CV arXiv_CV  RNN  Memory_Networks  Classification  Inference  PDF
• 2018-05-29 Long Short-Term Memory Networks for CSI300 Volatility Prediction with Baidu Search Volume    Yu-Long Zhou, Ren-Jie Han, Qian Xu, Wei-Ke Zhang arXiv_CV arXiv_CV  RNN  Memory_Networks  Action  Prediction  PDF
• 2018-05-23 Working Memory Networks: Augmenting Memory Networks with a Relational Reasoning Module    Juan Pavez, Héctor Allende, Héctor Allende-Cid arXiv_CV arXiv_CV  Memory_Networks  Relation  Attention  QA  PDF
• 2018-05-20 Tree Memory Networks for Modelling Long-term Temporal Dependencies    Tharindu Fernando, Simon Denman, Aaron McFadyen, Sridha Sridharan, Clinton Fookes arXiv_CV arXiv_CV  Surveillance  RNN  Memory_Networks  Speech  Pose  Relation  VQA  Prediction  PDF
• 2018-05-16 Document Context Neural Machine Translation with Memory Networks    Sameen Maruf, Gholamreza Haffari arXiv_CV arXiv_CV  Memory_Networks  Pose  Prediction  PDF
• 2018-05-03 Hierarchical Pointer Memory Network for Task Oriented Dialogue    Dinesh Raghu, Nikhil Gupta, Mausam arXiv_CV arXiv_CV  Memory_Networks  Knowledge  Pose  PDF
• 2018-05-02 k-Nearest Neighbors by Means of Sequence to Sequence Deep Neural Networks and Memory Networks    Yiming Xu, Diego Klabjan arXiv_CV arXiv_CV  Memory_Networks  Pose  Classification  PDF
• 2018-05-01 A Taxonomy for Neural Memory Networks    Ying Ma, Jose Principe arXiv_CV arXiv_CV  RNN  Memory_Networks  Pose  GAN  PDF
• 2018-04-23 Knowledge-based end-to-end memory networks    Jatin Ganhotra, Lazaros Polymenakos arXiv_CV arXiv_CV  Memory_Networks  Knowledge  Action  PDF
• 2018-04-20 LCMR: Local and Centralized Memories for Collaborative Filtering with Unstructured Text    Guangneng Hu, Yu Zhang, Qiang Yang arXiv_AI arXiv_AI  Memory_Networks  Review  Pose  Action  Recommendation  PDF
• 2018-04-20 Automatic Stance Detection Using End-to-End Memory Networks    Mitra Mohtarami, Ramy Baly, James Glass, Preslav Nakov, Lluis Marquez, Alessandro Moschitti arXiv_CV arXiv_CV  RNN  Memory_Networks  Detection  CNN  Prediction  PDF
• 2018-03-29 Motion-Appearance Co-Memory Networks for Video Question Answering    Jiyang Gao, Runzhou Ge, Kan Chen, Ram Nevatia arXiv_CV arXiv_CV  Dynamic_Memory_Network  Memory_Networks  Salient  Pose  Attention  QA  PDF
• 2018-03-10 Memorization Precedes Generation: Learning Unsupervised GANs with Memory Networks    Youngjin Kim, Minjung Kim, Gunhee Kim arXiv_CV arXiv_CV  Unsupervised  Optimization  Memory_Networks  Adversarial  Pose  GAN  PDF
• 2018-03-08 ParlAI: A Dialog Research Software Platform    Alexander H. Miller, Will Feng, Adam Fisch, Jiasen Lu, Dhruv Batra, Antoine Bordes, Devi Parikh, Jason Weston arXiv_CV arXiv_CV  Reinforcement_Learning  RNN  Memory_Networks  VQA  QA  PDF
• 2018-03-08 How Images Inspire Poems: Generating Classical Chinese Poetry from Images with Memory Networks    Linli Xu, Liang Jiang, Chuan Qin, Zhe Wang, Dongfang Du arXiv_CV arXiv_CV  Memory_Networks  Knowledge  Pose  Quantitative  Attention  PDF
• 2018-02-26 Deep Feed-forward Sequential Memory Networks for Speech Synthesis    Mengxiao Bi, Heng Lu, Shiliang Zhang, Ming Lei, Zhijie Yan arXiv_CV arXiv_CV  Recognition  RNN  Memory_Networks  Speech  Speech_Recognition  Inference  PDF
• 2018-02-14 Memory Augmented Control Networks    Arbaaz Khan, Clark Zhang, Nikolay Atanasov, Konstantinos Karydis, Vijay Kumar, Daniel D. Lee arXiv_CV arXiv_CV  Memory_Networks  Pose  CNN  PDF
• 2018-02-01 Adaptive Memory Networks    Daniel Li, Asim Kadav arXiv_CV arXiv_CV  Memory_Networks  Inference  QA  PDF
• 2018-01-30 Cardiac Arrhythmia Detection from ECG Combining Convolutional and Long Short-Term Memory Networks    Philip Warrick (1), Masun Nabhan Homsi (2) ((1) PeriGen. Inc., Montreal, Canada, (2) Simon Bolivar University, Caracas, Venezuela) arXiv_CV arXiv_CV  RNN  Memory_Networks  Pose  Classification  Detection  CNN  Prediction  PDF
• 2018-01-27 Graph Memory Networks for Molecular Activity Prediction    Trang Pham, Truyen Tran, Svetha Venkatesh arXiv_CV arXiv_CV  Memory_Networks  Pose  Action  Activity  Prediction  PDF
• 2018-01-14 Top k Memory Candidates in Memory Networks for Common Sense Reasoning    Vatsal Mahajan arXiv_CV arXiv_CV  Memory_Networks  Knowledge  Pose  Inference  PDF
• 2018-01-04 Dual Long Short-Term Memory Networks for Sub-Character Representation Learning    Han He, Lei Wu, Xiaokun Yang, Hua Yan, Zhimin Gao, Yi Feng, George Townsend arXiv_CV arXiv_CV  Segmentation  Embedding  Represenation_Learning  RNN  Memory_Networks  Knowledge  Pose  PDF
• 2017-12-19 Attentive Memory Networks: Efficient Machine Reading for Conversational Search    Tom Kenter, Maarten de Rijke arXiv_CV arXiv_CV  Memory_Networks  Knowledge  Pose  Action  PDF
• 2017-12-15 Personalization in Goal-Oriented Dialog    Chaitanya K. Joshi, Fei Mi, Boi Faltings arXiv_CL arXiv_CL  Memory_Networks  Pose  PDF
• 2017-12-03 Incorporating External Knowledge to Answer Open-Domain Visual Questions with Dynamic Memory Networks    Guohao Li, Hang Su, Wenwu Zhu arXiv_CV arXiv_CV  Dynamic_Memory_Network  Memory_Networks  Knowledge  Knowledge_Graph  Pose  Relation  VQA  Attention  QA  PDF
• 2017-12-02 Labeled Memory Networks for Online Model Adaptation    Shiv Shankar, Sunita Sarawagi arXiv_CV arXiv_CV  RNN  Memory_Networks  Pose  Classification  Few-Shot  GAN  PDF
• 2017-11-29 Speaker-Sensitive Dual Memory Networks for Multi-Turn Slot Tagging    Young-Bum Kim, Sungjin Lee, Ruhi Sarikaya arXiv_CV arXiv_CV  Memory_Networks  Face  PDF
• 2017-11-24 Long Short-Term Memory networks with jet constituents for boosted top tagging at the LHC    Shannon Egan, Wojciech Fedorko, Alison Lister, Jannicke Pearkes, Colin Gay arXiv_CV arXiv_CV  RNN  Memory_Networks  Deep_Learning  PDF
• 2017-11-10 Quantized Memory-Augmented Neural Networks    Seongsik Park, Seijoon Kim, Seil Lee, Ho Bae, Sungroh Yoon arXiv_CV arXiv_CV  Quantization  RNN  Memory_Networks  Pose  CNN  Inference  PDF
• 2017-10-16 Mapping higher-order network flows in memory and multilayer networks with Infomap    Daniel Edler, Ludvig Bohlin, Martin Rosvall arXiv_CV arXiv_CV  Sparse  Memory_Networks  Action  Detection  PDF
• 2017-09-29 De-identification of medical records using conditional random fields and long short-term memory networks    Zhipeng Jiang, Chao Zhao, Bin He, Yi Guan, Jingchi Jiang arXiv_CV arXiv_CV  RNN  Memory_Networks  Detection  Medical  PDF
• 2017-09-22 Challenging Neural Dialogue Models with Natural Data: Memory Networks Fail on Incremental Phenomena    Igor Shalyminov, Arash Eshghi, Oliver Lemon arXiv_CV arXiv_CV  Memory_Networks  Face  PDF
• 2017-09-19 Convolutional Long Short-Term Memory Networks for Recognizing First Person Interactions    Swathikiran Sudhakaran, Oswald Lanz arXiv_CV arXiv_CV  Recognition  Memory_Networks  Pose  Action_Recognition  Action  Classification  Deep_Learning  CNN  PDF
• 2017-08-09 Tikhonov Regularization for Long Short-Term Memory Networks    Andrei Turkin arXiv_CV arXiv_CV  RNN  Memory_Networks  Regularization  Pose  Action  PDF
• 2017-07-28 MEMEN: Multi-layer Embedding with Memory Networks for Machine Comprehension    Boyuan Pan, Hao Li, Zhou Zhao, Bin Cao, Deng Cai, Xiaofei He arXiv_CV arXiv_CV  Embedding  Memory_Networks  Pose  Attention  QA  Matching  PDF
• 2017-07-06 Long-Term Memory Networks for Question Answering    Fenglong Ma, Radha Chitta, Saurabh Kataria, Jing Zhou, Palghat Ramesh, Tong Sun, Jing Gao arXiv_CV arXiv_CV  RNN  Memory_Networks  Face  Inference  PDF
• 2017-07-04 DeepStory: Video Story QA by Deep Embedded Memory Networks    Kyung-Min Kim, Min-Oh Heo, Seong-Ho Choi, Byoung-Tak Zhang arXiv_CV arXiv_CV  Reconstruction  Embedding  RNN  Memory_Networks  Attention  QA  PDF
• 2017-06-19 User Intent Classification using Memory Networks: A Comparative Analysis for a Limited Data Scenario    Arjun Bhardwaj, Alexander Rudnicky arXiv_CV arXiv_CV  Memory_Networks  Classification  Recommendation  PDF
• 2017-06-05 Multi-task memory networks for category-specific aspect and opinion terms co-extraction    Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier arXiv_CV arXiv_CV  Memory_Networks  Pose  Action  Relation  Sentiment  Attention  PDF
• 2017-05-05 Max-Pooling Loss Training of Long Short-Term Memory Networks for Small-Footprint Keyword Spotting    Ming Sun, Anirudh Raju, George Tucker, Sankaran Panchapagesan, Gengshen Fu, Arindam Mandal, Spyros Matsoukas, Nikko Strom, Shiv Vitaladevuni arXiv_CV arXiv_CV  RNN  Memory_Networks  Pose  PDF
• 2017-04-27 Question Answering on Knowledge Bases and Text using Universal Schema and Memory Networks    Rajarshi Das, Manzil Zaheer, Siva Reddy, Andrew McCallum arXiv_CV arXiv_CV  Memory_Networks  Knowledge  PDF
• 2017-04-25 Attend to You: Personalized Image Captioning with Context Sequence Memory Networks    Cesc Chunseong Park, Byeongchang Kim, Gunhee Kim arXiv_CV arXiv_CV  Image_Caption  Enhancement  Memory_Networks  Knowledge  Pose  Quantitative  Caption  Prediction  PDF
• 2017-03-23 Recurrent Memory Addressing for describing videos    Arnav Kumar Jain, Abhinav Agarwalla, Kumar Krishna Agrawal, Pabitra Mitra arXiv_CV arXiv_CV  Embedding  Video_Caption  Memory_Networks  Pose  Attention  Caption  PDF
• 2017-03-11 Ask Me Even More: Dynamic Memory Tensor Networks    Govardana Sachithanandam Ramachandran, Ajay Sohmshetty arXiv_CV arXiv_CV  Dynamic_Memory_Network  Weakly_Supervised  Memory_Networks  Pose  Face  Attention  QA  PDF
• 2017-03-07 End-to-End Prediction of Buffer Overruns from Raw Source Code via Neural Memory Networks    Min-je Choi, Sehun Jeong, Hakjoo Oh, Jaegul Choo arXiv_CV arXiv_CV  Memory_Networks  Pose  Quantitative  Prediction  PDF
• 2017-02-24 Automatic Rule Extraction from Long Short Term Memory Networks    W. James Murdoch, Arthur Szlam arXiv_CV arXiv_CV  Tracking  RNN  Memory_Networks  Action  Quantitative  Deep_Learning  Sentiment  PDF
• 2017-02-17 Dynamic Key-Value Memory Networks for Knowledge Tracing    Jiani Zhang, Xingjian Shi, Irwin King, Dit-Yan Yeung arXiv_CV arXiv_CV  Memory_Networks  Knowledge  Pose  Relation  PDF
• 2017-01-16 Deep Memory Networks for Attitude Identification    Cheng Li, Xiaoxiao Guo, Qiaozhu Mei arXiv_CV arXiv_CV  Memory_Networks  Pose  Action  Classification  Deep_Learning  Detection  Sentiment  PDF
• 2017-01-03 Condensed Memory Networks for Clinical Diagnostic Inferencing    Aaditya Prakash, Siyuan Zhao, Sadid A. Hasan, Vivek Datla, Kathy Lee, Ashequl Qadir, Joey Liu, Oladimeji Farri arXiv_CV arXiv_CV  Memory_Networks  Knowledge  Pose  Medical  PDF
• 2016-12-15 Anomaly Detection in Video Using Predictive Convolutional Long Short-Term Memory Networks    Jefferson Ryan Medel, Andreas Savakis arXiv_CV arXiv_CV  Reconstruction  RNN  Memory_Networks  Pose  Quantitative  Detection  CNN  Prediction  PDF
• 2016-11-18 Visualizing and Understanding Curriculum Learning for Long Short-Term Memory Networks    Volkan Cirik, Eduard Hovy, Louis-Philippe Morency arXiv_CV arXiv_CV  RNN  Memory_Networks  Sentiment  Prediction  PDF
• 2016-11-17 Gated End-to-End Memory Networks    Julien Perez, Fei Liu arXiv_CV arXiv_CV  Tracking  Memory_Networks  Knowledge  Action  PDF
• 2016-11-02 Predicting Domain Generation Algorithms with Long Short-Term Memory Networks    Jonathan Woodbridge, Hyrum S. Anderson, Anjum Ahuja, Daniel Grant arXiv_CV arXiv_CV  RNN  Memory_Networks  Action  Classification  Detection  GAN  PDF
• 2016-10-10 Key-Value Memory Networks for Directly Reading Documents    Alexander Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, Jason Weston arXiv_CV arXiv_CV  Sparse  Memory_Networks  Knowledge  Action  QA  PDF
• 2016-09-28 Hierarchical Memory Networks for Answer Selection on Unknown Words    Jiaming Xu, Jing Shi, Yiqun Yao, Suncong Zheng, Bo Xu, Bo Xu arXiv_CV arXiv_CV  Memory_Networks  Pose  Attention  Prediction  PDF
• 2016-09-27 Modelling Radiological Language with Bidirectional Long Short-Term Memory Networks    Savelie Cornegruta, Robert Bakewell, Samuel Withey, Giovanni Montana arXiv_CV arXiv_CV  Embedding  Recognition  RNN  Memory_Networks  Pose  Action  Detection  Relation  Medical  PDF
• 2016-08-28 Investigation Into The Effectiveness Of Long Short Term Memory Networks For Stock Price Prediction    Hengjian Jia arXiv_CV arXiv_CV  RNN  Memory_Networks  Prediction  PDF
• 2016-07-14 Convolutional Residual Memory Networks    Joel Moniz, Christopher Pal arXiv_CV arXiv_CV  Recognition  Memory_Networks  Knowledge  Pose  Face  CNN  PDF
• 2016-06-07 Active Long Term Memory Networks    Tommaso Furlanello, Jiaping Zhao, Andrew M. Saxe, Laurent Itti, Bosco S. Tjan arXiv_CV arXiv_CV  Recognition  Memory_Networks  Knowledge  Deep_Learning  CNN  Inference  PDF
• 2016-05-25 Automatic Open Knowledge Acquisition via Long Short-Term Memory Networks with Feedback Negative Sampling    Byungsoo Kim, Hwanjo Yu, Gary Geunbae Lee arXiv_CV arXiv_CV  RNN  Memory_Networks  Knowledge  Action  Deep_Learning  Relation  PDF
• 2016-05-24 Hierarchical Memory Networks    Sarath Chandar, Sungjin Ahn, Hugo Larochelle, Pascal Vincent, Gerald Tesauro, Yoshua Bengio arXiv_CV arXiv_CV  Reinforcement_Learning  Memory_Networks  Pose  Attention  GAN  Inference  PDF
• 2016-04-22 Recurrent Memory Networks for Language Modeling    Ke Tran, Arianna Bisazza, Christof Monz arXiv_CV arXiv_CV  RNN  Memory_Networks  Pose  Language_Model  PDF
• 2016-04-03 Top-down Tree Long Short-Term Memory Networks    Xingxing Zhang, Liang Lu, Mirella Lapata arXiv_CV arXiv_CV  RNN  Memory_Networks  Relation  PDF
• 2016-03-19 Ask, Attend and Answer: Exploring Question-Guided Spatial Attention for Visual Question Answering    Huijuan Xu, Kate Saenko arXiv_CV arXiv_CV  Image_Caption  RNN  Memory_Networks  Pose  VQA  Attention  Caption  CNN  Inference  QA  PDF
• 2016-03-05 Ask Me Anything: Dynamic Memory Networks for Natural Language Processing    Ankit Kumar, Ozan Irsoy, Peter Ondruska, Mohit Iyyer, James Bradbury, Ishaan Gulrajani, Victor Zhong, Romain Paulus, Richard Socher arXiv_CV arXiv_CV  Dynamic_Memory_Network  Text_Classification  Memory_Networks  Speech  Face  Classification  Sentiment  Attention  QA  PDF
• 2016-03-04 Dynamic Memory Networks for Visual and Textual Question Answering    Caiming Xiong, Stephen Merity, Richard Socher arXiv_CV arXiv_CV  Dynamic_Memory_Network  Memory_Networks  Pose  VQA  Attention  PDF
• 2016-01-16 Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval    Hamid Palangi, Li Deng, Yelong Shen, Jianfeng Gao, Xiaodong He, Jianshu Chen, Xinying Song, Rabab Ward arXiv_CV arXiv_CV  Embedding  Weakly_Supervised  RNN  Memory_Networks  Salient  Pose  Detection  PDF
• 2016-01-05 Feedforward Sequential Memory Networks: A New Structure to Learn Long-term Dependency    Shiliang Zhang, Cong Liu, Hui Jiang, Si Wei, Lirong Dai, Yu Hu arXiv_CV arXiv_CV  Recognition  RNN  Memory_Networks  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2015-11-29 Memory Networks    Jason Weston, Sumit Chopra, Antoine Bordes arXiv_CV arXiv_CV  Memory_Networks  Knowledge  Inference  Prediction  QA  PDF
• 2015-11-24 End-To-End Memory Networks    Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston, Rob Fergus arXiv_CV arXiv_CV  RNN  Memory_Networks  Attention  Language_Model  PDF
• 2015-11-24 Skip-Thought Memory Networks    Ethan Caballero arXiv_CV arXiv_CV  Weakly_Supervised  Memory_Networks  Pose  Face  Relation  Inference  QA  PDF
• 2015-10-09 Feedforward Sequential Memory Neural Networks without Recurrent Feedback    ShiLiang Zhang, Hui Jiang, Si Wei, LiRong Dai arXiv_CV arXiv_CV  RNN  Memory_Networks  Pose  Language_Model  PDF
• 2015-08-15 Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Path    Xu Yan, Lili Mou, Ge Li, Yunchuan Chen, Hao Peng, Zhi Jin arXiv_CV arXiv_CV  RNN  Memory_Networks  Pose  Classification  Relation  PDF
• 2015-06-05 Large-scale Simple Question Answering with Memory Networks    Antoine Bordes, Nicolas Usunier, Sumit Chopra, Jason Weston arXiv_CV arXiv_CV  Transfer_Learning  Memory_Networks  PDF
• 2015-05-30 Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks    Kai Sheng Tai, Richard Socher, Christopher D. Manning arXiv_CV arXiv_CV  Sentiment_Classification  RNN  Memory_Networks  Classification  Sentiment  PDF
• 2015-01-04 Protein Secondary Structure Prediction with Long Short Term Memory Networks    Søren Kaae Sønderby, Ole Winther arXiv_CV arXiv_CV  RNN  Memory_Networks  Prediction  PDF
• 2011-08-03 Flexible Memory Networks    Carina Curto, Anda Degeratu, Vladimir Itskov arXiv_CV arXiv_CV  Sparse  Memory_Networks  PDF