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Lifelong Learning of Spatiotemporal Representations with Dual-Memory Recurrent Self-Organization

28 May 2018

Papers citing "Lifelong Learning of Spatiotemporal Representations with Dual-Memory Recurrent Self-Organization"

37 / 37 papers shown

Title
ComS2T: A complementary spatiotemporal learning system for data-adaptive model evolution Zhen-Qiang Zhou Qihe Huang Binwu Wang Jianpeng Hou Kuo Yang Yuxuan Liang Yang Wang AI4TS 65 3 0 04 Mar 2024
Explainable Lifelong Stream Learning Based on "Glocal" Pairwise Fusion C. K. Loo W. S. Liew S. Wermter CLL 40 0 0 23 Jun 2023
Self-Activating Neural Ensembles for Continual Reinforcement Learning Sam Powers Eliot Xing Abhinav Gupta KELM CLL 81 5 0 31 Dec 2022
GMM-IL: Image Classification using Incrementally Learnt, Independent Probabilistic Models for Small Sample Sizes P. Johnston Keiller Nogueira Kevin Swingler CLL 57 3 0 01 Dec 2022
Overcoming Catastrophic Forgetting by XAI Giang Nguyen 104 0 0 25 Nov 2022
Neural Weight Search for Scalable Task Incremental Learning Jian Jiang Oya Celiktutan CLL 62 7 0 24 Nov 2022
CLIP model is an Efficient Continual Learner Vishal Thengane Salman Khan Munawar Hayat Fahad Shahbaz Khan BDL VLM CLL 173 51 0 06 Oct 2022
Reactive Exploration to Cope with Non-Stationarity in Lifelong Reinforcement Learning C. Steinparz Thomas Schmied Fabian Paischer Marius-Constantin Dinu Vihang Patil Angela Bitto-Nemling Hamid Eghbalzadeh Sepp Hochreiter CLL 97 12 0 12 Jul 2022
Learning Citywide Patterns of Life from Trajectory Monitoring M. Tenzer Z. Rasheed Khurram Hassan-Shafique AI4TS 67 1 0 30 Jun 2022
Continual Learning for Affective Robotics: A Proof of Concept for Wellbeing Nikhil Churamani Minja Axelsson Atahan Caldir Hatice Gunes 63 24 0 22 Jun 2022
Online Continual Learning for Embedded Devices Tyler L. Hayes Christopher Kanan CLL 96 56 0 21 Mar 2022
Graph Lifelong Learning: A Survey F. Febrinanto Xiwei Xu Kristen Moore Chandra Thapa Charu C. Aggarwal CLL AI4CE 120 53 0 22 Feb 2022
Target Layer Regularization for Continual Learning Using Cramer-Wold Generator Marcin Mazur Lukasz Pustelnik Szymon Knop Patryk Pagacz Przemysław Spurek 55 2 0 15 Nov 2021
DualNet: Continual Learning, Fast and Slow Quang Pham Chenghao Liu Guosheng Lin CLL 142 45 0 01 Oct 2021
Towards Heterogeneous Clients with Elastic Federated Learning Zichen Ma Yu Lu Zihan Lu Wenye Li Jinfeng Yi Shuguang Cui FedML 41 3 0 17 Jun 2021
DRILL: Dynamic Representations for Imbalanced Lifelong Learning Kyra Ahrens Fares Abawi S. Wermter CLL 45 7 0 18 May 2021
Replay in Deep Learning: Current Approaches and Missing Biological Elements Tyler L. Hayes G. Krishnan M. Bazhenov H. Siegelmann T. Sejnowski Christopher Kanan CLL 77 132 0 01 Apr 2021
Continual Learning for Recurrent Neural Networks: an Empirical Evaluation Andrea Cossu Antonio Carta Vincenzo Lomonaco D. Bacciu CLL 104 111 0 12 Mar 2021
Continual Learning from Synthetic Data for a Humanoid Exercise Robot Nicolas Duczek Matthias Kerzel S. Wermter 46 7 0 19 Feb 2021
3D_DEN: Open-ended 3D Object Recognition using Dynamically Expandable Networks Sudhakaran Jain Hamidreza Kasaei 3DPC 18 4 0 15 Sep 2020
Imbalanced Continual Learning with Partitioning Reservoir Sampling C. Kim Jinseo Jeong Gunhee Kim CLL 91 105 0 08 Sep 2020
Moody Learners -- Explaining Competitive Behaviour of Reinforcement Learning Agents Pablo V. A. Barros Ana Tanevska Francisco Cruz A. Sciutti 58 13 0 30 Jul 2020
Wandering Within a World: Online Contextualized Few-Shot Learning Mengye Ren Michael L. Iuzzolino Michael C. Mozer R. Zemel CLL 80 32 0 09 Jul 2020
Continual Learning: Tackling Catastrophic Forgetting in Deep Neural Networks with Replay Processes Timothée Lesort CLL 76 22 0 01 Jul 2020
Boosting Deep Open World Recognition by Clustering Dario Fontanel Fabio Cermelli Massimiliano Mancini Samuel Rota Buló Elisa Ricci Barbara Caputo 81 21 0 20 Apr 2020
Online Continual Learning on Sequences G. I. Parisi Vincenzo Lomonaco CLL 56 25 0 20 Mar 2020
Intrinsic Motivation and Episodic Memories for Robot Exploration of High-Dimensional Sensory Spaces G. Schillaci Antonio Pico Villalpando Verena V. Hafner P. Hanappe David Colliaux T. Wintz 70 27 0 07 Jan 2020
Human Action Recognition and Assessment via Deep Neural Network Self-Organization G. I. Parisi 36 8 0 04 Jan 2020
REMIND Your Neural Network to Prevent Catastrophic Forgetting Tyler L. Hayes Kushal Kafle Robik Shrestha Manoj Acharya Christopher Kanan CLL 155 303 0 06 Oct 2019
Lifelong Machine Learning with Deep Streaming Linear Discriminant Analysis Tyler L. Hayes Christopher Kanan CLL 70 144 0 04 Sep 2019
Towards Learning How to Properly Play UNO with the iCub Robot Pablo V. A. Barros S. Wermter A. Sciutti 28 3 0 02 Aug 2019
Rehearsal-Free Continual Learning over Small Non-I.I.D. Batches Vincenzo Lomonaco Davide Maltoni Lorenzo Pellegrini CLL VLM 103 67 0 08 Jul 2019
Continual Learning for Robotics: Definition, Framework, Learning Strategies, Opportunities and Challenges Timothée Lesort Vincenzo Lomonaco Andrei Stoian Davide Maltoni David Filliat Natalia Díaz Rodríguez CLL 120 250 0 29 Jun 2019
Unsupervised Progressive Learning and the STAM Architecture James Smith Cameron Taylor Seth Baer C. Dovrolis OffRL CLL 119 39 0 03 Apr 2019
Continuous Learning in Single-Incremental-Task Scenarios Davide Maltoni Vincenzo Lomonaco CLL 106 311 0 22 Jun 2018
Self-Net: Lifelong Learning via Continual Self-Modeling Blake Camp J. Mandivarapu Rolando Estrada CLL SSL 69 16 0 25 May 2018
Continual Lifelong Learning with Neural Networks: A Review G. I. Parisi Ronald Kemker Jose L. Part Christopher Kanan S. Wermter KELM CLL 275 2,911 0 21 Feb 2018