Memory Networks

15 October 2014

Jason Weston

Papers citing "Memory Networks"

50 / 470 papers shown

Title
Beyond Attention: Toward Machines with Intrinsic Higher Mental States Ahsan Adeel OffRL LRM 34 0 0 02 May 2025
Single Domain Generalization with Adversarial Memory Hao Yan Marzi Heidari Yuhong Guo 153 0 0 08 Mar 2025
LTL Verification of Memoryful Neural Agents Mehran Hosseini A. Lomuscio Nicola Paoletti LLMAG 75 0 0 04 Mar 2025
Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity Yuri Kuratov M. Arkhipov Aydar Bulatov Andrey Kravchenko 92 0 0 18 Feb 2025
Associative Recurrent Memory Transformer Ivan Rodkin Yuri Kuratov Aydar Bulatov Andrey Kravchenko 68 2 0 17 Feb 2025
Scaling Embedding Layers in Language Models Da Yu Edith Cohen Badih Ghazi Yangsibo Huang Pritish Kamath Ravi Kumar Daogao Liu Chiyuan Zhang 82 0 0 03 Feb 2025
MAMo: Leveraging Memory and Attention for Monocular Video Depth Estimation R. Yasarla H. Cai Jisoo Jeong Y. Shi Risheek Garrepalli Fatih Porikli MDE 71 16 0 17 Jan 2025
Decoupling Knowledge and Reasoning in Transformers: A Modular Architecture with Generalized Cross-Attention Zhenyu Guo Wenguang Chen 46 0 0 01 Jan 2025
Unstructured Text Enhanced Open-domain Dialogue System: A Systematic Survey Longxuan Ma Mingda Li Weinan Zhang Jiapeng Li Ting Liu 48 16 0 14 Nov 2024
Historical Test-time Prompt Tuning for Vision Foundation Models Jingyi Zhang Jiaxing Huang Xiaoqin Zhang Ling Shao Shijian Lu VLM 37 4 0 27 Oct 2024
AdaNeg: Adaptive Negative Proxy Guided OOD Detection with Vision-Language Models Yabin Zhang Lefei Zhang VLM OODD 35 2 0 26 Oct 2024
Visual Text Matters: Improving Text-KVQA with Visual Text Entity Knowledge-aware Large Multimodal Assistant A. S. Penamakuri Anand Mishra 32 1 0 24 Oct 2024
From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMs Alireza Rezazadeh Zichao Li Wei Wei Yujia Bao 40 4 0 17 Oct 2024
An Evolved Universal Transformer Memory Edoardo Cetin Qi Sun Tianyu Zhao Yujin Tang 191 0 0 17 Oct 2024
HART: Efficient Visual Generation with Hybrid Autoregressive Transformer Haotian Tang Yecheng Wu Shang Yang Enze Xie Junsong Chen Junyu Chen Zhuoyang Zhang Han Cai Yaojie Lu Song Han 74 34 0 14 Oct 2024
Remember and Recall: Associative-Memory-based Trajectory Prediction Hang Guo Yuzhen Zhang Tianci Gao Junning Su Pei Lv Mingliang Xu 32 0 0 03 Oct 2024
Squeeze-and-Remember Block Rinor Cakaj Jens Mehnert Bin Yang 18 0 0 01 Oct 2024
Towards LifeSpan Cognitive Systems Yu Wang Chi Han Tongtong Wu Xiaoxin He Wangchunshu Zhou ... Zexue He Wei Wang Gholamreza Haffari Heng Ji Julian McAuley KELM CLL 191 1 0 20 Sep 2024
Towards Social AI: A Survey on Understanding Social Interactions Sangmin Lee Minzhi Li Bolin Lai Wenqi Jia Fiona Ryan ... Ozgur Kara Bikram Boote Weiyan Shi Diyi Yang James M. Rehg 39 4 0 05 Sep 2024
3D Reconstruction with Spatial Memory Hengyi Wang Lourdes Agapito 24 33 0 28 Aug 2024
Towards flexible perception with visual memory Robert Geirhos P. Jaini Austin Stone Sourabh Medapati Xi Yi G. Toderici Abhijit Ogale Jonathon Shlens 42 1 0 15 Aug 2024
MaxMind: A Memory Loop Network to Enhance Software Productivity based on Large Language Models Yuchen Dong Xiaoxiang Fang Yuchen Hu Renshuang Jiang Zhe Jiang 60 0 0 07 Aug 2024
Interpretable Concept-Based Memory Reasoning David Debot Pietro Barbiero Francesco Giannini Gabriele Ciravegna Michelangelo Diligenti Giuseppe Marra LRM 36 7 0 22 Jul 2024
Exploiting Pre-trained Models for Drug Target Affinity Prediction with Nearest Neighbors Qizhi Pei Lijun Wu Zhenyu He Jinhua Zhu Yingce Xia Shufang Xie Rui Yan 31 0 0 21 Jul 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities To Eun Kim Alireza Salemi Andrew Drozdov Fernando Diaz Hamed Zamani 56 7 0 17 Jul 2024
SINKT: A Structure-Aware Inductive Knowledge Tracing Model with Large Language Model Lingyue Fu Hao Guan Kounianhua Du Jianghao Lin Wei Xia Weinan Zhang Ruiming Tang Yasheng Wang Yong Yu AI4Ed KELM RALM 42 5 0 01 Jul 2024
InterCLIP-MEP: Interactive CLIP and Memory-Enhanced Predictor for Multi-modal Sarcasm Detection Junjie Chen Hang Yu Weidong Liu Subin Huang Sanmin Liu 34 2 0 24 Jun 2024
EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms Siyu Yuan Kaitao Song Jiangjie Chen Xu Tan Dongsheng Li Deqing Yang LLMAG 66 14 0 20 Jun 2024
QuickLLaMA: Query-aware Inference Acceleration for Large Language Models Jingyao Li Han Shi Xin Jiang Zhenguo Li Hong Xu Jiaya Jia LRM 35 2 0 11 Jun 2024
Semantic-Enhanced Relational Metric Learning for Recommender Systems Mingming Li Fuqing Zhu Feng Yuan Songlin Hu 48 0 0 07 Jun 2024
Contextual Position Encoding: Learning to Count What's Important O. Yu. Golovneva Tianlu Wang Jason Weston Sainbayar Sukhbaatar 47 25 0 29 May 2024
Enhancing User Interest based on Stream Clustering and Memory Networks in Large-Scale Recommender Systems Peng Liu Nian Wang Cong Xu Min Zhao Bin Wang Yi Ren 176 0 0 21 May 2024
Memory Mosaics Jianyu Zhang Niklas Nolte Ranajoy Sadhukhan Beidi Chen Léon Bottou VLM 73 3 0 10 May 2024
Voice Attribute Editing with Text Prompt Zheng-Yan Sheng Yang Ai Li-Juan Liu Jia Pan Zhenhua Ling 26 6 0 13 Apr 2024
Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models Yabin Zhang Wen-Qing Zhu Hui Tang Zhiyuan Ma Kaiyang Zhou Lei Zhang VLM 31 22 0 26 Mar 2024
CoLLEGe: Concept Embedding Generation for Large Language Models Ryan Teehan Brenden M. Lake Mengye Ren 52 3 0 22 Mar 2024
Larimar: Large Language Models with Episodic Memory Control Payel Das Subhajit Chaudhury Elliot Nelson Igor Melnyk Sarath Swaminathan ... Vijil Chenthamarakshan Jiří Jirí Navrátil Soham Dan Pin-Yu Chen CLL KELM 37 18 0 18 Mar 2024
PARMESAN: Parameter-Free Memory Search and Transduction for Dense Prediction Tasks Philip Matthias Winter M. Wimmer David Major Dimitrios Lenis Astrid Berg Theresa Neubauer Gaia Romana De Paolis Johannes Novotny Sophia Ulonska Katja Bühler 39 0 0 18 Mar 2024
A Logical Pattern Memory Pre-trained Model for Entailment Tree Generation Li Yuan Yi Cai Haopeng Ren Jiexin Wang LRM 30 5 0 11 Mar 2024
CAMELoT: Towards Large Language Models with Training-Free Consolidated Associative Memory Zexue He Leonid Karlinsky Donghyun Kim Julian McAuley Dmitry Krotov Rogerio Feris KELM RALM 40 10 0 21 Feb 2024
MEMORYLLM: Towards Self-Updatable Large Language Models Yu-Xiang Wang Yifan Gao Xiusi Chen Haoming Jiang Shiyang Li ... Zheng Li Xian Li Bing Yin Jingbo Shang Julian McAuley KELM 35 17 0 07 Feb 2024
InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory Chaojun Xiao Pengle Zhang Xu Han Guangxuan Xiao Yankai Lin Zhengyan Zhang Zhiyuan Liu Maosong Sun LLMAG 47 35 0 07 Feb 2024
Efficient Training for Multilingual Visual Speech Recognition: Pre-training with Discretized Visual Speech Representation Minsu Kim Jeong Hun Yeo Se Jin Park J. Choi Y. Ro 27 5 0 18 Jan 2024
Cross-modal Retrieval for Knowledge-based Visual Question Answering Paul Lerner Olivier Ferret C. Guinaudeau 33 7 0 11 Jan 2024
STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction Dennis Wu Jerry Yao-Chieh Hu Weijian Li Bo-Yu Chen Han Liu AI4TS 24 32 0 28 Dec 2023
Compressed Context Memory For Online Language Model Interaction Jang-Hyun Kim Junyoung Yeom Sangdoo Yun Hyun Oh Song KELM 47 14 1 06 Dec 2023
MEMTO: Memory-guided Transformer for Multivariate Time Series Anomaly Detection Junho Song Keonwoo Kim Jeonglyul Oh Sungzoon Cho AI4TS 26 25 0 05 Dec 2023
Uncertainty Guided Global Memory Improves Multi-Hop Question Answering Alsu Sagirova Andrey Kravchenko RALM 28 1 0 29 Nov 2023
System 2 Attention (is something you might need too) Jason Weston Sainbayar Sukhbaatar RALM OffRL LRM 24 58 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 29 3 0 16 Nov 2023