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Memory Networks

15 October 2014

Jason Weston

Papers citing "Memory Networks"

50 / 792 papers shown

Title
Contextual Memory Intelligence -- A Foundational Paradigm for Human-AI Collaboration and Reflective Generative AI Systems Kristy Wedel 21 0 0 28 May 2025
Deciphering Trajectory-Aided LLM Reasoning: An Optimization Perspective Junnan Liu Hongwei Liu Linchen Xiao Shudong Liu Taolin Zhang Zihan Ma Songyang Zhang Kai Chen LRM 120 0 0 26 May 2025
Lego Sketch: A Scalable Memory-augmented Neural Network for Sketching Data Streams Yuan Feng Yukun Cao Hairu Wang Xike Xie S.Kevin Zhou 27 0 0 26 May 2025
Beyond Attention: Toward Machines with Intrinsic Higher Mental States Ahsan Adeel OffRL LRM 78 0 0 02 May 2025
Single Domain Generalization with Adversarial Memory Hao Yan Marzi Heidari Yuhong Guo 389 0 0 08 Mar 2025
LTL Verification of Memoryful Neural Agents Mehran Hosseini A. Lomuscio Nicola Paoletti LLMAG 85 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 139 3 0 18 Feb 2025
Associative Recurrent Memory Transformer Ivan Rodkin Yuri Kuratov Aydar Bulatov Andrey Kravchenko 134 4 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 170 1 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 295 18 0 17 Jan 2025
Decoupling Knowledge and Reasoning in Transformers: A Modular Architecture with Generalized Cross-Attention Zhenyu Guo Wenguang Chen 78 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 124 17 0 14 Nov 2024
Historical Test-time Prompt Tuning for Vision Foundation Models Jingyi Zhang Jiaxing Huang Xiaoqin Zhang Ling Shao Shijian Lu VLM 142 4 0 27 Oct 2024
AdaNeg: Adaptive Negative Proxy Guided OOD Detection with Vision-Language Models Yabin Zhang Lefei Zhang VLM OODD 84 4 0 26 Oct 2024
Visual Text Matters: Improving Text-KVQA with Visual Text Entity Knowledge-aware Large Multimodal Assistant A. S. Penamakuri Anand Mishra 108 1 0 24 Oct 2024
An Evolved Universal Transformer Memory Edoardo Cetin Qi Sun Tianyu Zhao Yujin Tang 505 0 0 17 Oct 2024
From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMs Alireza Rezazadeh Zichao Li Wei Wei Yujia Bao 166 6 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 222 48 0 14 Oct 2024
Remember and Recall: Associative-Memory-based Trajectory Prediction Hang Guo Yuzhen Zhang Tianci Gao Junning Su Pei Lv Mingliang Xu 85 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 482 2 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 123 5 0 05 Sep 2024
3D Reconstruction with Spatial Memory Hengyi Wang Lourdes Agapito 96 42 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 83 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 100 0 0 07 Aug 2024
Interpretable Concept-Based Memory Reasoning David Debot Pietro Barbiero Francesco Giannini Gabriele Ciravegna Michelangelo Diligenti Giuseppe Marra LRM 103 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 57 1 0 21 Jul 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities To Eun Kim Alireza Salemi Andrew Drozdov Fernando Diaz Hamed Zamani 122 8 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 81 9 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 91 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 165 28 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 61 2 0 11 Jun 2024
Semantic-Enhanced Relational Metric Learning for Recommender Systems Mingming Li Fuqing Zhu Feng Yuan Songlin Hu 108 0 0 07 Jun 2024
Contextual Position Encoding: Learning to Count What's Important O. Yu. Golovneva Tianlu Wang Jason Weston Sainbayar Sukhbaatar 108 35 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 437 1 0 21 May 2024
Memory Mosaics Jianyu Zhang Niklas Nolte Ranajoy Sadhukhan Beidi Chen Léon Bottou VLM 134 4 0 10 May 2024
Voice Attribute Editing with Text Prompt Zheng-Yan Sheng Yang Ai Li-Juan Liu Jia Pan Zhenhua Ling 59 5 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 85 24 0 26 Mar 2024
CoLLEGe: Concept Embedding Generation for Large Language Models Ryan Teehan Brenden M. Lake Mengye Ren 74 4 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 106 24 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 154 0 0 18 Mar 2024
Spatial-temporal Memories Enhanced Graph Autoencoder for Anomaly Detection in Dynamic Graphs Jie Liu Xuequn Shang Xiaolin Han Kai Zheng Hongzhi Yin 82 1 0 14 Mar 2024
A Logical Pattern Memory Pre-trained Model for Entailment Tree Generation Li Yuan Yi Cai Haopeng Ren Jiexin Wang LRM 59 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 84 11 0 21 Feb 2024
MEMORYLLM: Towards Self-Updatable Large Language Models Yu Wang Yifan Gao Xiusi Chen Haoming Jiang Shiyang Li ... Zheng Li Xian Li Bing Yin Jingbo Shang Julian McAuley KELM 99 19 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 132 55 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 99 6 0 18 Jan 2024
Cross-modal Retrieval for Knowledge-based Visual Question Answering Paul Lerner Olivier Ferret C. Guinaudeau 85 9 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 104 35 0 28 Dec 2023
Compressed Context Memory For Online Language Model Interaction Jang-Hyun Kim Junyoung Yeom Sangdoo Yun Hyun Oh Song KELM 95 17 1 06 Dec 2023