Memory Networks

15 October 2014

Jason Weston

Papers citing "Memory Networks"

50 / 470 papers shown

Title
Fine-tuning Image Transformers using Learnable Memory Mark Sandler A. Zhmoginov Max Vladymyrov Andrew Jackson ViT 29 47 0 29 Mar 2022
Recent Few-Shot Object Detection Algorithms: A Survey with Performance Comparison Tianying Liu Lu Zhang Yang Wang Jihong Guan Yanwei Fu Jiajia Zhao Shuigeng Zhou ObjD AAML 18 27 0 27 Mar 2022
SMEMO: Social Memory for Trajectory Forecasting Francesco Marchetti Federico Becattini Lorenzo Seidenari A. Bimbo 38 26 0 23 Mar 2022
Remember Intentions: Retrospective-Memory-based Trajectory Prediction Chenxin Xu Wei Mao Wenjun Zhang Siheng Chen 21 119 0 22 Mar 2022
A survey on GANs for computer vision: Recent research, analysis and taxonomy Guillermo Iglesias Edgar Talavera Alberto Díaz-Álvarez EGVM AI4TS 15 58 0 21 Mar 2022
Local-Global Context Aware Transformer for Language-Guided Video Segmentation Chen Liang Wenguan Wang Tianfei Zhou Jiaxu Miao Yawei Luo Yi Yang VOS 29 74 0 18 Mar 2022
Generalized Key-Value Memory to Flexibly Adjust Redundancy in Memory-Augmented Networks Denis Kleyko G. Karunaratne J. Rabaey Abu Sebastian Abbas Rahimi KELM 42 10 0 11 Mar 2022
Learning from Few Examples: A Summary of Approaches to Few-Shot Learning Archit Parnami Minwoo Lee MQ 36 157 0 07 Mar 2022
Recent Advances in Neural Text Generation: A Task-Agnostic Survey Chen Tang Frank Guerin Chenghua Lin AI4CE OOD 28 19 0 06 Mar 2022
Dynamic Key-value Memory Enhanced Multi-step Graph Reasoning for Knowledge-based Visual Question Answering Mingxiao Li Marie-Francine Moens 17 12 0 06 Mar 2022
LILE: Look In-Depth before Looking Elsewhere -- A Dual Attention Network using Transformers for Cross-Modal Information Retrieval in Histopathology Archives Danial Maleki H. R Tizhoosh MedIm 12 10 0 02 Mar 2022
General-purpose, long-context autoregressive modeling with Perceiver AR Curtis Hawthorne Andrew Jaegle Cătălina Cangea Sebastian Borgeaud C. Nash ... Hannah R. Sheahan Neil Zeghidour Jean-Baptiste Alayrac João Carreira Jesse Engel 43 65 0 15 Feb 2022
HiMA: A Fast and Scalable History-based Memory Access Engine for Differentiable Neural Computer Yaoyu Tao Zhengya Zhang 30 5 0 15 Feb 2022
MOST-Net: A Memory Oriented Style Transfer Network for Face Sketch Synthesis Fan Ji Muyi Sun Xingqun Qi Qi Li Zhenan Sun CVBM 40 2 0 08 Feb 2022
Meta-Reinforcement Learning with Self-Modifying Networks Mathieu Chalvidal Thomas Serre Rufin VanRullen KELM 24 5 0 04 Feb 2022
Artefact Retrieval: Overview of NLP Models with Knowledge Base Access Vilém Zouhar Marius Mosbach Debanjali Biswas Dietrich Klakow KELM 32 4 0 24 Jan 2022
Learning what to remember Robi Bhattacharjee G. Mahajan CLL KELM 23 0 0 11 Jan 2022
Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets Alethea Power Yuri Burda Harrison Edwards Igor Babuschkin Vedant Misra 21 327 0 06 Jan 2022
Memory-guided Image De-raining Using Time-Lapse Data Jaehoon Cho Seungryong Kim Kwanghoon Sohn 27 5 0 06 Jan 2022
Discrete and continuous representations and processing in deep learning: Looking forward Ruben Cartuyvels Graham Spinks Marie-Francine Moens OCL 33 20 0 04 Jan 2022
Empirical Evaluation of Deep Learning Models for Knowledge Tracing: Of Hyperparameters and Metrics on Performance and Replicability Sami Sarsa Juho Leinonen Arto Hellas 19 13 0 30 Dec 2021
UnweaveNet: Unweaving Activity Stories Will Price Carl Vondrick Dima Damen EgoV 27 13 0 19 Dec 2021
Adversarial Memory Networks for Action Prediction Zhiqiang Tao Yue Bai Handong Zhao Sheng Li Yuanyuan Kong Y. Fu GAN 18 2 0 18 Dec 2021
Hierarchical Variational Memory for Few-shot Learning Across Domains Yingjun Du Xiantong Zhen Ling Shao Cees G. M. Snoek VLM BDL 38 21 0 15 Dec 2021
Leaping Through Time with Gradient-based Adaptation for Recommendation Nuttapong Chairatanakul Hoang NT Xin Liu T. Murata 21 0 0 11 Dec 2021
Neural Attention Models in Deep Learning: Survey and Taxonomy Alana de Santana Correia Esther Colombini MLAU 15 17 0 11 Dec 2021
KARL-Trans-NER: Knowledge Aware Representation Learning for Named Entity Recognition using Transformers Avi Chawla Nidhi Mulay Vikas Bishnoi Gaurav Dhama ViT 19 2 0 30 Nov 2021
An Approach for Combining Multimodal Fusion and Neural Architecture Search Applied to Knowledge Tracing Xinyi Ding Tao Han Yili Fang Eric C. Larson 45 6 0 08 Nov 2021
Enhancing Reinforcement Learning with discrete interfaces to learn the Dyck Language Florian Dietz Dietrich Klakow 11 0 0 27 Oct 2021
Wide and Narrow: Video Prediction from Context and Motion Jaehoon Cho Jiyoung Lee Changjae Oh Wonil Song Kwanghoon Sohn 22 1 0 22 Oct 2021
Learning to Remember Patterns: Pattern Matching Memory Networks for Traffic Forecasting Hyunwoo Lee Seungmin Jin Hyeshin Chu H. Lim Sungahn Ko AI4TS 20 33 0 20 Oct 2021
Multi-Tailed, Multi-Headed, Spatial Dynamic Memory refined Text-to-Image Synthesis Amrit Diggavi Seshadri Balaraman Ravindran 21 3 0 15 Oct 2021
A Multi-scale Time-series Dataset with Benchmark for Machine Learning in Decarbonized Energy Grids Xiangtian Zheng Nan Xu Loc Trinh Dongqi Wu Tong Huang S. Sivaranjani Yan Liu Le Xie AI4CE 38 43 0 12 Oct 2021
Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu 153 212 0 07 Oct 2021
ABC: Attention with Bounded-memory Control Hao Peng Jungo Kasai Nikolaos Pappas Dani Yogatama Zhaofeng Wu Lingpeng Kong Roy Schwartz Noah A. Smith 76 22 0 06 Oct 2021
Universal Face Restoration With Memorized Modulation Jia Li Huaibo Huang Xiaofei Jia Ran He CVBM 36 2 0 03 Oct 2021
StoryDB: Broad Multi-language Narrative Dataset Alexey Tikhonov Igor Samenko Ivan P. Yamshchikov 46 5 0 29 Sep 2021
DialogueBERT: A Self-Supervised Learning based Dialogue Pre-training Encoder Zhenyu Zhang Tao Guo Meng Chen SSL 45 23 0 22 Sep 2021
RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing Vivek Gupta Akshat Shrivastava Adithya Sagar Armen Aghajanyan Denis Savenkov RALM 40 21 0 21 Sep 2021
Do Long-Range Language Models Actually Use Long-Range Context? Simeng Sun Kalpesh Krishna Andrew Mattarella-Micke Mohit Iyyer RALM 25 81 0 19 Sep 2021
Deep Algorithmic Question Answering: Towards a Compositionally Hybrid AI for Algorithmic Reasoning Kwwabena Nuamah 21 6 0 16 Sep 2021
Memory-Based Semantic Parsing Parag Jain Mirella Lapata 34 9 0 07 Sep 2021
Combining Transformers with Natural Language Explanations Federico Ruggeri Marco Lippi Paolo Torroni 25 1 0 02 Sep 2021
$$\infty$-former: Infinite Memory Transformer$ $\infty$ -former: Infinite Memory Transformer Pedro Henrique Martins Zita Marinho André F. T. Martins 36 11 0 01 Sep 2021
A Neural Conversation Generation Model via Equivalent Shared Memory Investigation Changzhen Ji Yating Zhang Xiaozhong Liu Adam Jatowt Changlong Sun Conghui Zhu T. Zhao 26 1 0 20 Aug 2021
Video-based Person Re-identification with Spatial and Temporal Memory Networks Chanho Eom Geon Lee Junghyup Lee Bumsub Ham 13 72 0 20 Aug 2021
Graph Contrastive Learning for Anomaly Detection Bo Chen Jing Zhang Xiaokang Zhang Yuxiao Dong Jian Song Peng Zhang Kai Xu Evgeny Kharlamov Jie Tang 26 41 0 17 Aug 2021
Understand me, if you refer to Aspect Knowledge: Knowledge-aware Gated Recurrent Memory Network Bowen Xing Ivor W. Tsang 8 15 0 05 Aug 2021
Towards Continual Entity Learning in Language Models for Conversational Agents R. Gadde I. Bulyko KELM 19 1 0 30 Jul 2021
Arabic aspect sentiment polarity classification using BERT Mohammed M. Abdelgwad T. H. Soliman A. Taloba 19 33 0 28 Jul 2021