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Memory Networks

15 October 2014

Jason Weston

Papers citing "Memory Networks"

50 / 792 papers shown

Title
MEMTO: Memory-guided Transformer for Multivariate Time Series Anomaly Detection Junho Song Keonwoo Kim Jeonglyul Oh Sungzoon Cho AI4TS 87 34 0 05 Dec 2023
Uncertainty Guided Global Memory Improves Multi-Hop Question Answering Alsu Sagirova Andrey Kravchenko RALM 102 1 0 29 Nov 2023
System 2 Attention (is something you might need too) Jason Weston Sainbayar Sukhbaatar RALM OffRL LRM 93 65 0 20 Nov 2023
Interpreting User Requests in the Context of Natural Language Standing Instructions Nikita Moghe Patrick Xia Jacob Andreas J. Eisner Benjamin Van Durme Harsh Jhamtani 84 4 0 16 Nov 2023
Perturbation-based Active Learning for Question Answering Fan Luo Mihai Surdeanu 81 0 0 04 Nov 2023
HIPTrack: Visual Tracking with Historical Prompts Wenrui Cai Qingjie Liu Yunhong Wang VLM 96 38 0 03 Nov 2023
RigLSTM: Recurrent Independent Grid LSTM for Generalizable Sequence Learning Ziyu Wang Wenhao Jiang Zixuan Zhang Wei Tang Junchi Yan 50 0 0 03 Nov 2023
$$\mathbb{VD}$-$\mathbb{GR}$: Boosting $\mathbb{V}$isual $\mathbb{D}$ialog with Cascaded Spatial-Temporal Multi-Modal $\mathbb{GR}$aphs$ $\mathbb{VD}$ - $\mathbb{GR}$ : Boosting $\mathbb{V}$ isual $\mathbb{D}$ ialog with Cascaded Spatial-Temporal Multi-Modal $\mathbb{GR}$ aphs Adnen Abdessaied Lei Shi Andreas Bulling 3DH 56 4 0 25 Oct 2023
RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification Junjie Ye Jie Zhou Junfeng Tian Ruizhi Wang Qi Zhang Tao Gui Xuanjing Huang 31 3 0 14 Oct 2023
Large Language Models can Learn Rules Zhaocheng Zhu Yuan Xue Xinyun Chen Denny Zhou Jian Tang Dale Schuurmans Hanjun Dai LRM ReLM 106 70 0 10 Oct 2023
A Framework for Inference Inspired by Human Memory Mechanisms Xiangyu Zeng Jie Lin Piao Hu Ruizheng Huang Zhicheng Zhang 61 2 0 01 Oct 2023
OSM-Net: One-to-Many One-shot Talking Head Generation with Spontaneous Head Motions Jin Liu Xi Wang Xiaomeng Fu Yesheng Chai Cai Yu Jiao Dai Jizhong Han 34 3 0 28 Sep 2023
Cognitive Architectures for Language Agents T. Sumers Shunyu Yao Karthik Narasimhan Thomas Griffiths LLMAG LM&Ro 159 182 0 05 Sep 2023
MILA: Memory-Based Instance-Level Adaptation for Cross-Domain Object Detection Onkar Krishna Hiroki Ohashi Saptarshi Sinha ObjD 68 6 0 03 Sep 2023
Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin Memory Jingyi Zhang Jiaxing Huang Xue-Qiu Jiang Shijian Lu 98 15 0 25 Aug 2023
FashionNTM: Multi-turn Fashion Image Retrieval via Cascaded Memory Anwesan Pal Sahil Wadhwa Ayush Jaiswal Xu Zhang Yue Wu Rakesh Chada P. Natarajan Henrik I. Christensen 91 5 0 20 Aug 2023
AKVSR: Audio Knowledge Empowered Visual Speech Recognition by Compressing Audio Knowledge of a Pretrained Model Jeong Hun Yeo Minsu Kim J. Choi Dae Hoe Kim Y. Ro 44 19 0 15 Aug 2023
Structural Embeddings of Tools for Large Language Models Eren Unlu 54 1 0 01 Aug 2023
A Memory-Augmented Multi-Task Collaborative Framework for Unsupervised Traffic Accident Detection in Driving Videos Rongqin Liang Yuanman Li Yingxin Yi Jiantao Zhou Xia Li 64 2 0 27 Jul 2023
Decoding the Enigma: Benchmarking Humans and AIs on the Many Facets of Working Memory Ankur Sikarwar Mengmi Zhang 34 2 0 20 Jul 2023
Implicit Identity Representation Conditioned Memory Compensation Network for Talking Head video Generation Fa-Ting Hong Dan Xu CVBM 75 34 0 19 Jul 2023
Graph-level Anomaly Detection via Hierarchical Memory Networks Chaoxi Niu Guansong Pang Ling-Hao Chen 107 17 0 03 Jul 2023
Learning to Pan-sharpening with Memories of Spatial Details Maoxun Yuan Tianyi Zhao Yue Liu Xingxing Wei 49 0 0 28 Jun 2023
Hearing Lips in Noise: Universal Viseme-Phoneme Mapping and Transfer for Robust Audio-Visual Speech Recognition Yuchen Hu Ruizhe Li Cheng Chen Chengwei Qin Qiu-shi Zhu Eng Siong Chng 117 5 0 18 Jun 2023
Birth of a Transformer: A Memory Viewpoint A. Bietti Vivien A. Cabannes Diane Bouchacourt Hervé Jégou Léon Bottou 112 96 0 01 Jun 2023
Differentiable Tree Operations Promote Compositional Generalization Paul Soulos J. E. Hu Kate McCurdy Yunmo Chen Roland Fernandez P. Smolensky Jianfeng Gao AI4CE 54 7 0 01 Jun 2023
Point Cloud Completion Guided by Prior Knowledge via Causal Inference Songxue Gao Chuanqi Jiao Ruidong Chen Weijie Wang Weizhi Nie 3DPC 84 0 0 28 May 2023
Decouple knowledge from parameters for plug-and-play language modeling Xin Cheng Yankai Lin Preslav Nakov Dongyan Zhao Rui Yan KELM 75 2 0 19 May 2023
TAPIR: Learning Adaptive Revision for Incremental Natural Language Understanding with a Two-Pass Model Patrick Kahardipraja Brielen Madureira David Schlangen CLL 82 10 0 18 May 2023
Leveraging Large Language Models in Conversational Recommender Systems Luke Friedman Sameer Ahuja David Allen Zhenning Tan Hakim Sidahmed ... Ajay Patel Harsh Lara Brian Chu Zexiang Chen Manoj Kumar Tiwari 118 110 0 13 May 2023
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation Patrick Fernandes Aman Madaan Emmy Liu António Farinhas Pedro Henrique Martins ... José G. C. de Souza Shuyan Zhou Tongshuang Wu Graham Neubig André F. T. Martins ALM 192 59 0 01 May 2023
Context-enriched molecule representations improve few-shot drug discovery Johannes Schimunek Philipp Seidl Lukas Friedrich Daniel Kuhn F. Rippmann Sepp Hochreiter Günter Klambauer 89 28 0 24 Apr 2023
Scaling Transformer to 1M tokens and beyond with RMT Aydar Bulatov Yuri Kuratov Yermek Kapushev Andrey Kravchenko LRM 107 91 0 19 Apr 2023
On the Robustness of Aspect-based Sentiment Analysis: Rethinking Model, Data, and Training Hao Fei Tat-Seng Chua Chenliang Li Donghong Ji Meishan Zhang Yafeng Ren 85 41 0 19 Apr 2023
Exposing the Functionalities of Neurons for Gated Recurrent Unit Based Sequence-to-Sequence Model Yi-Ting Lee Da-Yi Wu Chih-Chun Yang Shou-De Lin MILM 95 0 0 27 Mar 2023
Towards Fair Patient-Trial Matching via Patient-Criterion Level Fairness Constraint Chia-Yuan Chang Jiayi Yuan Sirui Ding Qiaoyu Tan Kai Zhang Xiaoqian Jiang Helen Zhou Na Zou FaML 72 9 0 24 Mar 2023
Large Language Models for Healthcare Data Augmentation: An Example on Patient-Trial Matching Jiayi Yuan Ruixiang Tang Xiaoqian Jiang Helen Zhou LM&MA 77 42 0 24 Mar 2023
Towards Better Dynamic Graph Learning: New Architecture and Unified Library Le Yu Leilei Sun Bowen Du Weifeng Lv AI4CE 100 120 0 23 Mar 2023
A Survey of Historical Learning: Learning Models with Learning History Xiang Li Ge Wu Lingfeng Yang Wenzhe Wang Renjie Song Jian Yang MU AI4TS 103 2 0 23 Mar 2023
Case-Based Reasoning with Language Models for Classification of Logical Fallacies Zhivar Sourati Filip Ilievski Hông-Ân Sandlin Alain Mermoud LRM 63 13 0 27 Jan 2023
AQuaMaM: An Autoregressive, Quaternion Manifold Model for Rapidly Estimating Complex SO(3) Distributions Michael A. Alcorn 49 0 0 21 Jan 2023
Language Cognition and Language Computation -- Human and Machine Language Understanding Shaonan Wang Nai Ding Nan Lin Jiajun Zhang Chengqing Zong 74 2 0 12 Jan 2023
Multimodal Inverse Cloze Task for Knowledge-based Visual Question Answering Paul Lerner O. Ferret C. Guinaudeau 84 9 0 11 Jan 2023
Scalable Adaptive Computation for Iterative Generation Allan Jabri David Fleet Ting-Li Chen DiffM 78 117 0 22 Dec 2022
Cross-Domain Video Anomaly Detection without Target Domain Adaptation Abhishek Aich Kuan-Chuan Peng Amit K. Roy-Chowdhury 90 25 0 14 Dec 2022
Paraphrase Identification with Deep Learning: A Review of Datasets and Methods Chao Zhou Cheng Qiu Daniel Ernesto Acuna 127 26 0 13 Dec 2022
Graph Convolutional Networks for Traffic Forecasting with Missing Values Jingwei Zuo K. Zeitouni Y. Taher Sandra García-Rodríguez GNN AI4TS 61 42 0 13 Dec 2022
State-Regularized Recurrent Neural Networks to Extract Automata and Explain Predictions Cheng Wang Carolin (Haas) Lawrence Mathias Niepert 69 3 0 10 Dec 2022
Memories are One-to-Many Mapping Alleviators in Talking Face Generation Anni Tang Tianyu He Xuejiao Tan Jun Ling Liang Song CVBM 75 24 0 09 Dec 2022
SPARTAN: Sparse Hierarchical Memory for Parameter-Efficient Transformers Ameet Deshpande Md Arafat Sultan Anthony Ferritto Ashwin Kalyan Karthik Narasimhan Avirup Sil MoE 71 1 0 29 Nov 2022