Memory_Networks
Memory_Networks
-
S2TNet: Spatio-Temporal Transformer Networks for Trajectory Prediction in Autonomous Driving
Weihuang Chen, Fangfang Wang, Hongbin Sun
arXiv_CV
arXiv_CV
Transformer
RNN
Memory_Networks
Pose
Action
Autonomous
Prediction
PDF
-
Performance Prediction in Major League Baseball by Long Short-Term Memory Networks
Hsuan-Cheng Sun, Tse-Yu Lin, Yen-Lung Tsai
arXiv_AI
arXiv_AI
Memory_Networks
Deep_Learning
Prediction
PDF
-
Predicting and Understanding Human Action Decisions during Skillful Joint-Action via Machine Learning and Explainable-AI
Fabrizia Auletta, Rachel W. Kallen, Mario di Bernardo, Micheal J. Richardson
arXiv_AI
arXiv_AI
Memory_Networks
Action
Prediction
PDF
-
Cross-modal Memory Networks for Radiology Report Generation
Zhihong Chen, Yaling Shen, Yan Song, Xiang Wan
arXiv_CL
arXiv_CL
Memory_Networks
Pose
Action
Attention
Text_Generation
Medical
PDF
-
UTSA NLP at SemEval-2022 Task 4: An Exploration of Simple Ensembles of Transformers, Convolutional, and Recurrent Neural Networks
Xingmeng Zhao, Anthony Rios
arXiv_CL
arXiv_CL
Transformer
Bert
RNN
Memory_Networks
Deep_Learning
CNN
PDF
-
Breast Cancer Induced Bone Osteolysis Prediction Using Temporal Variational Auto-Encoders
Wei Xiong, Neil Yeung, Shubo Wang, Haofu Liao, Liyun Wang, Jiebo Luo
arXiv_CV
arXiv_CV
Memory_Networks
Action
Deep_Learning
Prediction
PDF
-
Universal Hopfield Networks: A General Framework for Single-Shot Associative Memory Models
Beren Millidge, Tommaso Salvatori, Yuhang Song, Thomas Lukasiewicz, Rafal Bogacz
arXiv_AI
arXiv_AI
Sparse
Memory_Networks
Pose
Action
Attention
PDF
-
The influence of labeling techniques in classifying human manipulation movement of different speed
Sadique Adnan Siddiqui, Lisa Gutzeit, Frank Kirchner
arXiv_AI
arXiv_AI
Recognition
RNN
Memory_Networks
Action
Classification
CNN
PDF
-
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
-
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
-
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
-
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
-
Imagine Networks
Seokjun Kim, Jaeeun Jang, Hyeoncheol Kim
arXiv_AI
arXiv_AI
Reinforcement_Learning
Memory_Networks
PDF
-
Graph Tree Memory Networks
Seokjun Kim, Jaeeun Jang, Yeonju Jang, Seongyune Choi, Hyeoncheol Kim
arXiv_AI
arXiv_AI
Memory_Networks
PDF
-
Biological learning in key-value memory networks
Danil Tyulmankov, Ching Fang, Annapurna Vadaparty, Guangyu Robert Yang
arXiv_CV
arXiv_CV
Memory_Networks
Pose
PDF
-
Scalable knowledge base completion with superposition memories
Matthias Lalisse, Eric Rosen, Paul Smolensky
arXiv_CL
arXiv_CL
Memory_Networks
Knowledge
Knowledge_Graph
Relation
PDF
-
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
-
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
-
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
-
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
-
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
-
Deep Graph Memory Networks for Forgetting-Robust Knowledge Tracing
Ghodai Abdelrahman, Qing Wang
arXiv_CV
arXiv_CV
Memory_Networks
Knowledge
Pose
Relation
Attention
PDF
-
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
-
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
-
Memory and attention in deep learning
Hung Le
arXiv_AI
arXiv_AI
Memory_Networks
Deep_Learning
Attention
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
'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
-
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
-
Distributed Associative Memory Network with Memory Refreshing Loss
Taewon Park, Inchul Choi, Minho Lee
arXiv_CV
arXiv_CV
Memory_Networks
Pose
Relation
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Learning Representations from Temporally Smooth Data
Shima Rahimi Moghaddam, Fanjun Bu, Christopher J. Honey
arXiv_AI
arXiv_AI
Memory_Networks
PDF
-
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
-
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
-
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
-
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
-
Time Series Forecasting with Stacked Long Short-Term Memory Networks
Frank Xiao
arXiv_CV
arXiv_CV
RNN
Memory_Networks
Prediction
PDF
-
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
-
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
-
VLSTM: Very Long Short-Term Memory Networks for High-Frequency Trading
Prakhar Ganesh, Puneet Rakheja
arXiv_CV
arXiv_CV
RNN
Memory_Networks
Pose
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Recurrent Neural Network Architecture Search for Geophysical Emulation
Romit Maulik, Romain Egele, Bethany Lusch, Prasanna Balaprakash
arXiv_CV
arXiv_CV
NAS
RNN
Memory_Networks
Face
Prediction
PDF
-
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
-
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
-
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
-
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
-
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
-
Kernelized Memory Network for Video Object Segmentation
Hongje Seong, Junhyuk Hyun, Euntai Kim
arXiv_CV
arXiv_CV
Segmentation
Memory_Networks
Pose
Action
Attention
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Aging Memories Generate More Fluent Dialogue Responses with Memory Networks
Omar U. Florez, Erik Mueller
arXiv_AI
arXiv_AI
Recognition
Memory_Networks
Knowledge
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Why can't memory networks read effectively?
Simon Šuster, Madhumita Sushil, Walter Daelemans
arXiv_CL
arXiv_CL
Memory_Networks
Pose
Classification
Attention
Medical
PDF
-
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
-
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
-
Contrastive Language Adaptation for Cross-Lingual Stance Detection
Mitra Mohtarami, James Glass, Preslav Nakov
arXiv_CL
arXiv_CL
Memory_Networks
Detection
PDF
-
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
-
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
-
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
-
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
-
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
-
Using LSTMs to Model the Java Programming Language
Brendon Boldt
arXiv_CL
arXiv_CL
RNN
Memory_Networks
Prediction
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Neural Image Captioning
Elaina Tan, Lakshay Sharma
arXiv_CV
arXiv_CV
Image_Caption
Recognition
RNN
Memory_Networks
Speech
Quantitative
Sentiment
Caption
CNN
PDF
-
Neural Dynamics Discovery via Gaussian Process Recurrent Neural Networks
Qi She, Anqi Wu
arXiv_AI
arXiv_AI
Embedding
RNN
Memory_Networks
Pose
Inference
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Linear Memory Networks
Davide Bacciu, Antonio Carta, Alessandro Sperduti
arXiv_CV
arXiv_CV
Optimization
RNN
Memory_Networks
Pose
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Text-Independent Speaker Verification Using Long Short-Term Memory Networks
Aryan Mobiny
arXiv_CV
arXiv_CV
RNN
Memory_Networks
Speech
Pose
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Document Context Neural Machine Translation with Memory Networks
Sameen Maruf, Gholamreza Haffari
arXiv_CV
arXiv_CV
Memory_Networks
Pose
Prediction
PDF
-
Hierarchical Pointer Memory Network for Task Oriented Dialogue
Dinesh Raghu, Nikhil Gupta, Mausam
arXiv_CV
arXiv_CV
Memory_Networks
Knowledge
Pose
PDF
-
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
-
A Taxonomy for Neural Memory Networks
Ying Ma, Jose Principe
arXiv_CV
arXiv_CV
RNN
Memory_Networks
Pose
GAN
PDF
-
Knowledge-based end-to-end memory networks
Jatin Ganhotra, Lazaros Polymenakos
arXiv_CV
arXiv_CV
Memory_Networks
Knowledge
Action
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Adaptive Memory Networks
Daniel Li, Asim Kadav
arXiv_CV
arXiv_CV
Memory_Networks
Inference
QA
PDF
-
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
-
Graph Memory Networks for Molecular Activity Prediction
Trang Pham, Truyen Tran, Svetha Venkatesh
arXiv_CV
arXiv_CV
Memory_Networks
Pose
Action
Activity
Prediction
PDF
-
Top k Memory Candidates in Memory Networks for Common Sense Reasoning
Vatsal Mahajan
arXiv_CV
arXiv_CV
Memory_Networks
Knowledge
Pose
Inference
PDF
-
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
-
Attentive Memory Networks: Efficient Machine Reading for Conversational Search
Tom Kenter, Maarten de Rijke
arXiv_CV
arXiv_CV
Memory_Networks
Knowledge
Pose
Action
PDF
-
Personalization in Goal-Oriented Dialog
Chaitanya K. Joshi, Fei Mi, Boi Faltings
arXiv_CL
arXiv_CL
Memory_Networks
Pose
PDF
-
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
-
Labeled Memory Networks for Online Model Adaptation
Shiv Shankar, Sunita Sarawagi
arXiv_CV
arXiv_CV
RNN
Memory_Networks
Pose
Classification
Few-Shot
GAN
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Tikhonov Regularization for Long Short-Term Memory Networks
Andrei Turkin
arXiv_CV
arXiv_CV
RNN
Memory_Networks
Regularization
Pose
Action
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Gated End-to-End Memory Networks
Julien Perez, Fei Liu
arXiv_CV
arXiv_CV
Tracking
Memory_Networks
Knowledge
Action
PDF
-
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
-
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
-
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
-
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
-
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
-
Convolutional Residual Memory Networks
Joel Moniz, Christopher Pal
arXiv_CV
arXiv_CV
Recognition
Memory_Networks
Knowledge
Pose
Face
CNN
PDF
-
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
-
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
-
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
-
Recurrent Memory Networks for Language Modeling
Ke Tran, Arianna Bisazza, Christof Monz
arXiv_CV
arXiv_CV
RNN
Memory_Networks
Pose
Language_Model
PDF
-
Top-down Tree Long Short-Term Memory Networks
Xingxing Zhang, Liang Lu, Mirella Lapata
arXiv_CV
arXiv_CV
RNN
Memory_Networks
Relation
PDF
-
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
-
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
-
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
-
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
-
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
-
Memory Networks
Jason Weston, Sumit Chopra, Antoine Bordes
arXiv_CV
arXiv_CV
Memory_Networks
Knowledge
Inference
Prediction
QA
PDF
-
End-To-End Memory Networks
Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston, Rob Fergus
arXiv_CV
arXiv_CV
RNN
Memory_Networks
Attention
Language_Model
PDF
-
Skip-Thought Memory Networks
Ethan Caballero
arXiv_CV
arXiv_CV
Weakly_Supervised
Memory_Networks
Pose
Face
Relation
Inference
QA
PDF
-
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
-
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
-
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
-
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
-
Protein Secondary Structure Prediction with Long Short Term Memory Networks
Søren Kaae Sønderby, Ole Winther
arXiv_CV
arXiv_CV
RNN
Memory_Networks
Prediction
PDF
-
Flexible Memory Networks
Carina Curto, Anda Degeratu, Vladimir Itskov
arXiv_CV
arXiv_CV
Sparse
Memory_Networks
PDF