task adaptation

M-L2O: Towards Generalizable Learning-to-Optimize by Test-Time Fast Self-Adaptation ICLR 2023 Nevis'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research JMLR 2023 Offline Meta Reinforcement Learning with In-Distribution Online Adaptation ICML 2023 Provable Pathways: Learning Multiple Tasks over Multiple Paths AAAI 2023 Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability AAAI 2023 Tree Prompting: Efficient Task Adaptation without Fine-Tuning EMNLP 2023 ViM: Vision Middleware for Unified Downstream Transferring ICCV 2023 Attention Fusion: a light yet efficient late fusion mechanism for task adaptation in NLU NAACL 2022 Calibrating CNNs for Few-Shot Meta Learning WACV 2022 Contextual Gradient Scaling for Few-Shot Learning WACV 2022 Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation ACL 2022 Learning Action Translator for Meta Reinforcement Learning on Sparse-Reward Tasks AAAI 2022 Learning Tensor Representations for Meta-Learning AISTATS 2022 Personalized Keyword Spotting through Multi-task Learning Interspeech 2022 Bayesian Model-Agnostic Meta-Learning with Matrix-Valued Kernels for Quality Estimation ACL 2021 CAM-GAN: Continual Adaptation Modules for Generative Adversarial Networks NeurIPS 2021 Exploration in Approximate Hyper-State Space for Meta Reinforcement Learning ICML 2021 Hindsight Task Relabelling: Experience Replay for Sparse Reward Meta-RL NeurIPS 2021 How Important is the Train-Validation Split in Meta-Learning? ICML 2021 Meta-Learning Framework with Applications to Zero-Shot Time-Series Forecasting AAAI 2021 Offline Meta-Reinforcement Learning with Advantage Weighting ICML 2021 Statistically and Computationally Efficient Linear Meta-representation Learning NeurIPS 2021 Automatic Curriculum Learning For Deep RL: A Short Survey IJCAI 2020 AutoSpeech 2020: The Second Automated Machine Learning Challenge for Speech Classification Interspeech 2020 Convergence of Meta-Learning with Task-Specific Adaptation over Partial Parameters NeurIPS 2020