Papers citing 'Using Task Descriptions in Lifelong Machine Learning for Improved Performance and Zero-Shot Transfer'

Title
Mastering Continual Reinforcement Learning through Fine-Grained Sparse Network Allocation and Dormant Neuron Exploration Chengqi Zheng Haiyan Yin Jianda Chen Terence Ng Yew-Soon Ong Ivor Tsang CLL 946 1 0 07 Mar 2025
Automating Curriculum Learning for Reinforcement Learning using a Skill-Based Bayesian NetworkAdaptive Agents and Multi-Agent Systems (AAMAS), 2025 Vincent Hsiao Mark Roberts Laura M. Hiatt George Konidaris Dana Nau 279 0 0 21 Feb 2025
Robust Internal Representations for Domain GeneralizationThe AI Magazine (AI Mag.), 2023 Mohammad Rostami OOD 159 0 0 27 Sep 2023
Exploring the Effect of Sparse Recovery on the Quality of Image Superresolution A. Castro SupR 111 1 0 04 Aug 2023
Continual Task Allocation in Meta-Policy Network via Sparse PromptingInternational Conference on Machine Learning (ICML), 2023 Yijun Yang Tianyi Zhou Jing Jiang Guodong Long Yuhui Shi CLL OffRL 277 13 0 29 May 2023
Unsupervised Model Adaptation for Source-free Segmentation of Medical Images Serban Stan Mohammad Rostami OOD 249 24 0 02 Nov 2022
A Theory for Knowledge Transfer in Continual Learning Diana Benavides-Prado Patricia J. Riddle CLL 176 18 0 14 Aug 2022
How to Reuse and Compose Knowledge for a Lifetime of Tasks: A Survey on Continual Learning and Functional Composition Jorge Armando Mendez Mendez Eric Eaton KELM CLL 281 35 0 15 Jul 2022
ACuTE: Automatic Curriculum Transfer from Simple to Complex EnvironmentsAdaptive Agents and Multi-Agent Systems (AAMAS), 2022 Yash Shukla Christopher Thierauf Ramtin Hosseini Gyan Tatiya Jivko Sinapov 213 14 0 11 Apr 2022
ConTinTin: Continual Learning from Task InstructionsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Wenpeng Yin Jia Li Caiming Xiong CLL 256 32 0 16 Mar 2022
Cognitively Inspired Learning of Incremental Drifting ConceptsInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Mohammad Rostami Aram Galstyan CLL 209 17 0 09 Oct 2021
Detection and Continual Learning of Novel Face Presentation AttacksIEEE International Conference on Computer Vision (ICCV), 2021 Mohammad Rostami L. Spinoulas Mohamed E. Hussein Joe Mathai Wael AbdAlmageed CLL AAML 135 45 0 27 Aug 2021
Hyperparameter Analysis for Derivative Compressive Sampling Md. Fazle Rabbi 67 0 0 05 Aug 2021
Lifetime policy reuse and the importance of task capacityAI Communications (AI Commun.), 2021 David M. Bossens Adam Sobey CLL OffRL 279 3 0 03 Jun 2021
Towards Lifelong Learning of End-to-end ASRInterspeech (Interspeech), 2021 Heng-Jui Chang Hung-yi Lee Lin-Shan Lee KELM CLL 232 35 0 04 Apr 2021
PAC Bounds for Imitation and Model-based Batch Learning of Contextual Markov Decision Processes Yash Nair Finale Doshi-Velez OffRL 169 2 0 11 Jun 2020
CLOPS: Continual Learning of Physiological Signals Dani Kiyasseh T. Zhu David Clifton 177 7 0 20 Apr 2020
Zero-Shot Image Classification Using Coupled Dictionary EmbeddingMachine Learning with Applications (MLWA), 2019 Mohammad Rostami Soheil Kolouri Zak Murez Yuri Owekcho Eric Eaton Kuyngnam Kim VLM 163 16 0 10 Jun 2019