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Memory Networks

International Conference on Learning Representations (ICLR), 2014

15 October 2014

Jason Weston

Papers citing "Memory Networks"

50 / 816 papers shown

Title
BudgetMem: Learning Selective Memory Policies for Cost-Efficient Long-Context Processing in Language Models Chandra Vamsi Krishna Alla Harish Naidu Gaddam Manohar Kommi RALM 250 0 0 07 Nov 2025
WebATLAS: An LLM Agent with Experience-Driven Memory and Action Simulation Jiali Cheng Anjishnu Kumar Roshan Lal Rishi Rajasekaran Hani Ramezani O. Khan Oleg Rokhlenko Sunny Chiu-Webster Gang Hua Hadi Amiri LLMAG 210 0 0 26 Oct 2025
Gradual Forgetting: Logarithmic Compression for Extending Transformer Context Windows Billy Dickson Zoran Tiganj CLL 112 0 0 25 Oct 2025
PRGCN: A Graph Memory Network for Cross-Sequence Pattern Reuse in 3D Human Pose Estimation Zhuoyang Xie Yibo Zhao Hui Huang Riwei Wang Zan Gao 3DH 155 0 0 22 Oct 2025
ProtoTopic: Prototypical Network for Few-Shot Medical Topic Modeling Martin Licht Sara Ketabi Farzad Khalvati MedIm 76 0 0 15 Oct 2025
Artificial Hippocampus Networks for Efficient Long-Context Modeling Yunhao Fang Weihao Yu Shu Zhong Qinghao Ye Xuehan Xiong Lai Wei 116 1 0 08 Oct 2025
Provenance Networks: End-to-End Exemplar-Based Explainability Ali Kayyam Anusha Madan Gopal M. Anthony Lewis BDL 100 0 0 03 Oct 2025
3DPillars: Pillar-based two-stage 3D object detectionExpert systems with applications (ESWA), 2025 Jongyoun Noh J. Lee Hyekang Park Bumsub Ham 3DPC 112 0 0 06 Sep 2025
ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Binqing Wu Jianlong Huang Zongjiang Shang Ling Chen AI4TS 146 0 0 02 Sep 2025
Beyond Memorization: Extending Reasoning Depth with Recurrence, Memory and Test-Time Compute Scaling Ivan Rodkin Daniil Orel Konstantin Smirnov Arman Bolatov Bilal Elbouardi ... Aydar Bulatov Preslav Nakov Timothy Baldwin Artem Shelmanov Mikhail Burtsev LRM 185 0 0 22 Aug 2025
Beyond Turing: Memory-Amortized Inference as a Foundation for Cognitive Computation Xin Li 107 2 0 19 Aug 2025
CEM-Net: Cross-Emotion Memory Network for Emotional Talking Face Generation Kangyi Wu Pengna Li Jingwen Fu Yang Wu Y. Liu Sanping Zhou Jinjun Wang CVBM 112 0 0 17 Aug 2025
Separating Knowledge and Perception with Procedural Data Adrian Rodriguez-Munoz Manel Baradad Phillip Isola Antonio Torralba VLM OCL 225 0 0 12 Aug 2025
Memory as Structured Trajectories: Persistent Homology and Contextual Sheaves Xin Li 95 2 0 01 Aug 2025
Hebbian Memory-Augmented Recurrent Networks: Engram Neurons in Deep Learning Daniel Szelogowski 79 0 0 29 Jul 2025
MemoryTalker: Personalized Speech-Driven 3D Facial Animation via Audio-Guided Stylization Hyung Kyu Kim Sangmin Lee Hak Gu Kim 117 1 0 28 Jul 2025
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Agada Joseph Oche Ademola Glory Folashade Tirthankar Ghosal Arpan Biswas 3DV VLM 305 11 0 25 Jul 2025
MeMo: Attentional Momentum for Real-time Audio-visual Speaker Extraction under Impaired Visual Conditions Junjie Li Wenxuan Wu Shuai Wang Zexu Pan Kong Aik Lee Chao Yang Haizhou Li 101 1 0 21 Jul 2025
Doodle Your Keypoints: Sketch-Based Few-Shot Keypoint Detection Subhajit Maity A. Bhunia Subhadeep Koley Pinaki Nath Chowdhury Aneeshan Sain Yi-Zhe Song 370 0 0 10 Jul 2025
Steering Information Utility in Key-Value Memory for Language Model Post-Training Chunyuan Deng Ruidi Chang Hanjie Chen LLMSV 326 0 0 07 Jul 2025
Contextual Memory Intelligence -- A Foundational Paradigm for Human-AI Collaboration and Reflective Generative AI Systems Kristy Wedel 220 1 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 291 3 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 123 0 0 26 May 2025
Beyond Attention: Toward Machines with Intrinsic Higher Mental States Ahsan Adeel OffRL LRM 154 1 0 02 May 2025
Single Domain Generalization with Adversarial Memory Hao Yan Marzi Heidari Yuhong Guo 751 1 0 08 Mar 2025
LTL Verification of Memoryful Neural AgentsAdaptive Agents and Multi-Agent Systems (AAMAS), 2025 Mehran Hosseini A. Lomuscio Nicola Paoletti LLMAG 163 0 0 04 Mar 2025
Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space CapacityAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Yuri Kuratov M. Arkhipov Aydar Bulatov Andrey Kravchenko 262 14 0 18 Feb 2025
Associative Recurrent Memory Transformer Ivan Rodkin Yuri Kuratov Aydar Bulatov Andrey Kravchenko 275 12 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 432 6 0 03 Feb 2025
MAMo: Leveraging Memory and Attention for Monocular Video Depth EstimationIEEE International Conference on Computer Vision (ICCV), 2023 R. Yasarla H. Cai Jisoo Jeong Y. Shi Risheek Garrepalli Fatih Porikli MDE 505 27 0 17 Jan 2025
Decoupling Knowledge and Reasoning in Transformers: A Modular Architecture with Generalized Cross-Attention Zhenyu Guo Wenguang Chen 238 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 305 19 0 14 Nov 2024
Historical Test-time Prompt Tuning for Vision Foundation ModelsNeural Information Processing Systems (NeurIPS), 2024 Jingyi Zhang Jiaxing Huang Xiaoqin Zhang Ling Shao Shijian Lu VLM 291 18 0 27 Oct 2024
AdaNeg: Adaptive Negative Proxy Guided OOD Detection with Vision-Language ModelsNeural Information Processing Systems (NeurIPS), 2024 Yabin Zhang Guang Dai VLM OODD 181 14 0 26 Oct 2024
Visual Text Matters: Improving Text-KVQA with Visual Text Entity Knowledge-aware Large Multimodal AssistantConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 A. S. Penamakuri Anand Mishra 304 2 0 24 Oct 2024
From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMsInternational Conference on Learning Representations (ICLR), 2024 Alireza Rezazadeh Zichao Li Wei Wei Yujia Bao 530 17 0 17 Oct 2024
An Evolved Universal Transformer MemoryInternational Conference on Learning Representations (ICLR), 2024 Edoardo Cetin Qi Sun Tianyu Zhao Yujin Tang 1.2K 3 0 17 Oct 2024
HART: Efficient Visual Generation with Hybrid Autoregressive TransformerInternational Conference on Learning Representations (ICLR), 2024 Haotian Tang Yecheng Wu Shang Yang Enze Xie Junsong Chen Junyu Chen Zhuoyang Zhang Han Cai Yaojie Lu Song Han 383 80 0 14 Oct 2024
Remember and Recall: Associative-Memory-based Trajectory Prediction Hang Guo Yuzhen Zhang Tianci Gao Junning Su Pei Lv Mingliang Xu 284 2 0 03 Oct 2024
Squeeze-and-Remember BlockInternational Conference on Machine Learning and Applications (ICMLA), 2024 Rinor Cakaj Jens Mehnert Bin Yang 70 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 937 8 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 322 12 0 05 Sep 2024
3D Reconstruction with Spatial MemoryInternational Conference on 3D Vision (3DV), 2024 Hengyi Wang Lourdes Agapito 235 124 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 389 2 0 15 Aug 2024
Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction Wenchao Weng Mei Wu Hanyu Jiang Wanzeng Kong Xiangjie Kong Feng Xia 97 0 0 12 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 206 0 0 07 Aug 2024
Interpretable Concept-Based Memory Reasoning David Debot Pietro Barbiero Francesco Giannini Gabriele Ciravegna Michelangelo Diligenti Giuseppe Marra LRM 245 13 0 22 Jul 2024
Exploiting Pre-trained Models for Drug Target Affinity Prediction with Nearest Neighbors Qizhi Pei Lijun Wu Zhenyu He Jinhua Zhu Ziheng Lu Shufang Xie Rui Yan 169 3 0 21 Jul 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities To Eun Kim Alireza Salemi Andrew Drozdov Fernando Diaz Hamed Zamani 327 10 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 279 21 0 01 Jul 2024