task embedding

Lifelong Imitation Learning with Multimodal Latent Replay and Incremental Adjustment CVPR 2026 Learning Policy Committees for Effective Personalization in MDPs with Diverse Tasks ICML 2025 Reverse Probing: Evaluating Knowledge Transfer via Finetuned Task Embeddings for Coreference Resolution NAACL 2025 Exploring the Effectiveness and Consistency of Task Selection in Intermediate-Task Transfer Learning ACL 2024 Hit the Nail on the Head: Parameter-Efficient Multi-task Tuning via Human Language Intervention EMNLP 2024 InstructSpeech: Following Speech Editing Instructions via Large Language Models ICML 2024 Learning Embeddings for Sequential Tasks Using Population of Agents IJCAI 2024 Towards Unified Task Embeddings Across Multiple Models: Bridging the Gap for Prompt-Based Large Language Models and Beyond ACL 2024 AutoTransfer: AutoML with Knowledge Transfer - An Application to Graph Neural Networks ICLR 2023 Connectivity Patterns are Task Embeddings ACL 2023 Hierarchical Gaussian Mixture based Task Generative Model for Robust Meta-Learning NeurIPS 2023 Simple Emergent Action Representations from Multi-Task Policy Training ICLR 2023 Arch-Graph: Acyclic Architecture Relation Predictor for Task-Transferable Neural Architecture Search CVPR 2022 Efficiently Tuned Parameters Are Task Embeddings EMNLP 2022 Task Switching Network for Multi-Task Learning ICCV 2021 MATE: Plugging in Model Awareness to Task Embedding for Meta Learning NeurIPS 2020 Meta Reinforcement Learning with Task Embedding and Shared Policy IJCAI 2019 Task2Vec: Task Embedding for Meta-Learning ICCV 2019 Learning to Multitask NeurIPS 2018 Task-Embedded Control Networks for Few-Shot Imitation Learning CoRL 2018