task similarity

Policy Search, Retrieval, and Composition via Task Similarity in Collaborative Agentic Systems AAAI 2026 Dynamic Task Vector Grouping for Efficient Multi-Task Prompt Tuning ACL 2025 The Importance of Being Lazy: Scaling Limits of Continual Learning ICML 2025 Disentangling and mitigating the impact of task similarity for continual learning NeurIPS 2024 PORTAL: Automatic Curricula Generation for Multiagent Reinforcement Learning AAAI 2024 The Joint Effect of Task Similarity and Overparameterization on Catastrophic Forgetting — An Analytical Model ICLR 2024 Vygotsky Distance: Measure for Benchmark Task Similarity COLING 2024 Multi-Agent Meta-Reinforcement Learning: Sharper Convergence Rates with Task Similarity NeurIPS 2023 Multi-Task Structural Learning using Local Task Similarity induced Neuron Creation and Removal ICML 2023 Robust Knowledge Transfer in Tiered Reinforcement Learning NeurIPS 2023 Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen Estimator IJCAI 2023 Theory on Forgetting and Generalization of Continual Learning ICML 2023 Maslow’s Hammer in Catastrophic Forgetting: Node Re-Use vs. Node Activation ICML 2022 A Mathematical Framework for Quantifying Transferability in Multi-source Transfer Learning NeurIPS 2021 A Theoretical Analysis of Catastrophic Forgetting through the NTK Overlap Matrix AISTATS 2021 Continual Learning in the Teacher-Student Setup: Impact of Task Similarity ICML 2021 Federated Continual Learning with Weighted Inter-client Transfer ICML 2021 Meta-Learning to Compositionally Generalize ACL 2021 Task similarity aware meta learning: theory-inspired improvement on MAML UAI 2021 Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks NeurIPS 2020 Exploring and Predicting Transferability across NLP Tasks EMNLP 2020 Geometric Dataset Distances via Optimal Transport NeurIPS 2020 A Principled Approach for Learning Task Similarity in Multitask Learning IJCAI 2019 Provable Guarantees for Gradient-Based Meta-Learning ICML 2019 Active Learning from Peers NeurIPS 2017